47 results on '"Citrin, J."'
Search Results
2. The muted consequences of correct information about immigration
- Author
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Hopkins, DJ, Sides, J, and Citrin, J
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public opinion ,information ,immigration ,immigration attitudes ,survey experiments ,Public opinion ,immigration ,survey experiments ,information ,innumeracy ,Public opinion ,innumeracy ,Political Science & Public Administration ,Political Science - Abstract
Previous research shows that people commonly exaggerate the size of minority populations. Theories of intergroup threat predict that the larger people perceive minority groups to be, the less favorably they feel toward them. We investigate whether correcting Americans’ misperceptions about one such population—immigrants—affects related attitudes. We confirm that non-Hispanic Americans overestimate the percentage of the population that is foreign-born or in the United States without authorization. However, in seven separate survey experiments over 11 years, we find that providing accurate information does little to affect attitudes toward immigration, even though it does reduce the perceived size of the foreign-born population. This is true even when people’s misperceptions are explicitly corrected. These results call into question a potential cognitive mechanism that could underpin intergroup threat theory. Misperceptions about the size of minority groups may be a consequence, rather than a cause, of attitudes toward those groups.
- Published
- 2019
3. Overview of multiscale turbulence studies covering ion-to-electron scales in magnetically confined fusion plasma.
- Author
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Maeyama, S., Howard, N.T., Citrin, J., Watanabe, T.-H., and Tokuzawa, T.
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PLASMA turbulence ,PLASMA confinement ,TURBULENCE ,EDDY flux ,LARMOR radius ,PLASMA interactions - Abstract
Turbulent transport in magnetically confined fusion plasma has conventionally been analyzed at the ion gyroradius scale based on the microturbulence theory. However, ion-scale turbulence analysis sometimes fails to predict the turbulent transport flux observed experimentally. Microturbulence at the electron gyroradius scale and cross-scale interactions between disparate-scale turbulences are possible mechanisms to resolve this issue. This overview discusses the recent progress in multiscale turbulence studies and presents future perspectives from recent experimental, theoretical, and numerical investigations. The following aspects are highlighted: (1) the importance of electron-scale effects in experiments, (2) the physical mechanisms of cross-scale interactions, (3) modeling electron-scale effects in quasilinear transport models, and (4) the impacts of cross-scale interactions on burning plasmas. Understanding multiscale turbulence is necessary to improve performance prediction and explore optimal operations for future burning plasmas. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Face Value? Experimental Evidence that Candidate Appearance Influences Electoral Choice
- Author
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Ahler, DJ, Citrin, J, Dougal, MC, and Lenz, GS
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Elections ,Candidate appearance ,Congressional elections ,Primary elections ,Heuristics ,Political Science & Public Administration ,Political Science - Abstract
According to numerous studies, candidates’ looks predict voters’ choices—a finding that raises concerns about voter competence and about the quality of elected officials. This potentially worrisome finding, however, is observational and therefore vulnerable to alternative explanations. To better test the appearance effect, we conducted two experiments. Just before primary and general elections for various offices, we randomly assigned voters to receive ballots with and without candidate photos. Simply showing voters these pictures increased the vote for appearance-advantaged candidates. Experimental evidence therefore supports the view that candidates’ looks could influence some voters. In general elections, we find that high-knowledge voters appear immune to this influence, while low-knowledge voters use appearance as a low-information heuristic. In primaries, however, candidate appearance influences even high-knowledge and strongly partisan voters.
- Published
- 2017
5. Multiculturalism and Muslim Accommodation: Policy and Predisposition Across Three Political Contexts
- Author
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Wright, M, Johnston, R, Citrin, J, and Soroka, S
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migration ,race ,ethnicity and politics ,political psychology ,elections ,public opinion and voting behavior ,multiculturalism ,Political Science & Public Administration ,Political Science - Abstract
This article assesses the apparent effect of political multiculturalism on tolerance of Muslim accommodation among native-born majority members. Our principle goal is in understanding how public opinion on religious accommodation varies as a function of both federal multicultural policy, on one hand, and more deeply rooted notions of political culture, on the other. We do so by examining responses to a pair of survey experiments embedded in surveys conducted in Canada and the United States. The experiments allow us to convincingly demonstrate “Muslim exceptionalism.” Contextual comparisons across multicultural policy regimes (Canada and the United States) and within them but across distinct political cultures (Quebec vs. English Canada) lend credence to a fairly subdued role for policy and a much larger one for political culture. These effects are, we argue and show, strongly moderated by support for multiculturalism at the individual-level.
- Published
- 2017
6. Mass Opinion and Immigration Policy in the United States: Re-Assessing Clientelist and Elitist Perspectives
- Author
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Levy, M, Wright, M, and Citrin, J
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Political Science & Public Administration ,Political Science - Abstract
We argue that widely accepted elitist and clientelist models of immigration policy in the United States unduly minimize popular pressure on policy-making. These models portray majority opinion in ways that fail to recognize divergence between the public's abstract goals for immigration policy and its support for the concrete policy changes needed to achieve them. As a result, they obscure many important instances in which immigration policy accords with public preferences despite counter-pressure from elites and organized lobbies. We demonstrate this point by identifying and explaining gaps between generalized attitudes and beliefs about specific policies in the domains of both legal and illegal immigration, showing that status quo legal admissions policies are not starkly at odds with majority preferences and that, contrary to interpretations of most commercial polling on the topic, majorities reject specific aspects of legalization programs that organized lobbies insist on as components of a grand bargain to overhaul an immigration system widely viewed as broken. Appreciating the nuance in mass opinion toward immigration policy helps explain policy stagnation that confounds elitist models and suggests that forging ahead with immigration reform will require persuading the public and not only successful bargaining among elites and interest groups.
- Published
- 2016
7. Do open primaries improve representation? An experimental test of California's 2012 top-two primary
- Author
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Ahler, DJ, Citrin, J, and Lenz, GS
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Political Science & Public Administration ,Political Science - Abstract
To improve representation and alleviate polarization among US lawmakers, many have promoted open primaries - allowing voters to choose candidates from any party - but the evidence that this reform works is mixed. To determine whether open primaries lead voters to choose ideologically proximate candidates, we conducted a statewide experiment just before California's 2012 primaries, the first conducted under a new top-two format. We find that voters failed to distinguish moderate and extreme candidates. As a consequence, voters actually chose more ideologically distant candidates on the new ballot, and the reform failed to improve the fortunes of moderate congressional and state senate candidates.
- Published
- 2016
8. Public Attitudes Toward Immigration Policy Across the Legal/Illegal Divide: The Role of Categorical and Attribute-Based Decision-Making
- Author
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Wright, M, Levy, M, and Citrin, J
- Subjects
Immigration ,Public opinion ,United States ,Conjoint ,Illegal immigration ,Path to citizenship ,Behavioral and Social Science ,Political Science & Public Administration ,Political Science - Abstract
Scholars debate the relative strength of economic and ‘socio-psychological’ sources of anti-immigrant sentiment. However, the literature often fails to distinguish legal from illegal immigration and therefore overlooks a major instance in which this debate is moot. To address this issue, we develop a theory that recognizes two different modes of evaluating immigrants: “attribute-based” judgment, in which respondents weigh immigrants’ desirability based on individual characteristics—human capital, race, language ability, and so on—and “categorical” judgment, which disregards these altogether. Categorical judgments arise when a policy issue triggers blanket considerations of justice or principle that obviate considerations about putative beneficiaries’ individual merits, instead evoking overriding beliefs about the desirability of the policy as a whole or casting the entire category as uniformly deserving or undeserving. We use experimental evidence from two national surveys to show that the principal distinction between attitudes toward legal and illegal immigration is not in the relative weight of immigrants’ attributes but the much greater prevalence of categorical assessments of illegal immigration policy, much of it rooted in rigid moralistic convictions about the importance of strict adherence to rules and laws.
- Published
- 2016
9. Americans Fill Out President Obama's Census Form: What is His Race?
- Author
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Citrin, J, Levy, M, and Houweling, RPV
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General Arts ,Humanities & Social Sciences ,General Arts ,Humanities & Social Sciences - Abstract
Objective: We use nationally representative survey experiments to assess public opinion about how President Obama should have identified himself racially on the 2010 Census. Methods: Respondents were randomly assigned to three conditions-a control, a treatment that described the president's biracial ancestry, and a treatment that combined the biracial ancestry information with a statement that Obama had in fact classified himself as black only. All respondents were then asked how they felt Obama should have filled out his Census form. Results: A clear majority of Americans in all experimental conditions said that Obama should have identified himself as both black and white. Conclusion: There appears to be suggesting robust acceptance of official multiracial identification despite the cultural and legal legacy of the "one drop of blood" rule in official U.S. race categorization. A subsequent survey experiment found that a convenience sample of Americans support multiracial identification for mixed-race individuals generally and not only for the president.
- Published
- 2014
10. Multicultural Policy and Political Support in European Democracies
- Author
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Citrin, J, Levy, M, and Wright, M
- Subjects
diversity ,multiculturalism ,political trust ,political support ,public opinion ,Political Science & Public Administration ,Political Science - Abstract
In response to growing demographic diversity, European countries have selectively implemented political multiculturalism, a set of policies that seek to redefine prevailing conceptions of national identity. We explore the consequences of such policies for mass political support. Applying multi-level modeling to the 2002 and 2010 waves of the European Social Survey and analyzing multiple dependent variables including trust in regime institutions and assessments of the government of the day and the political system's performance, we show that the extensive adoption of multicultural policies magnifies the degree to which hostility to immigration is negatively associated with political support. This finding, robust to multiple specifications, is corroborated using European Values Survey data. It underscores how policies that challenge citizens' conceptions of national identity strengthen the link between opposition to immigration and political discontent, furnishing ongoing opportunities for rightist fringe parties to capitalize on anti-immigrant sentiment among the politically alienated. © The Author(s) 2014.
- Published
- 2014
11. The JET hybrid scenario in Deuterium, Tritium and Deuterium-Tritium.
- Author
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Hobirk, J., Challis, C.D., Kappatou, A., Lerche, E., Keeling, D., King, D., Aleiferis, S., Alessi, E., Angioni, C., Auriemma, F., Baruzzo, M., Belonohy, É., Bernardo, J., Boboc, A., Carvalho, I.S., Carvalho, P., Casson, F.J., Chomiczewska, A., Citrin, J., and Coffey, I.H.
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TRITIUM ,DEUTERIUM plasma ,MAGNETOHYDRODYNAMIC instabilities ,DEUTERIUM ,PLASMA currents ,ALPHA rays ,INERTIAL confinement fusion - Abstract
The JET hybrid scenario has been developed from low plasma current carbon wall discharges to the record-breaking Deuterium-Tritium plasmas obtained in 2021 with the ITER-like Be/W wall. The development started in pure Deuterium with refinement of the plasma current, and toroidal magnetic field choices and succeeded in solving the heat load challenges arising from 37 MW of injected power in the ITER like wall environment, keeping the radiation in the edge and core controlled, avoiding MHD instabilities and reaching high neutron rates. The Deuterium hybrid plasmas have been re-run in Tritium and methods have been found to keep the radiation controlled but not at high fusion performance probably due to time constraints. For the first time this scenario has been run in Deuterium-Tritium (50:50). These plasmas were re-optimised to have a radiation-stable H-mode entry phase, good impurity control through edge T
i gradient screening and optimised performance with fusion power exceeding 10 MW for longer than three alpha particle slow down times, 8.3 MW averaged over 5 s and fusion energy of 45.8 MJ. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
12. Fast transport simulations with higher-fidelity surrogate models for ITER.
- Author
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Citrin, J., Trochim, P., Goerler, T., Pfau, D., van de Plassche, K. L., and Jenko, F.
- Subjects
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REDUCED-order models , *PREDICTION models , *TURBULENCE - Abstract
A fast and accurate turbulence transport model based on quasilinear gyrokinetics is developed. The model consists of a set of neural networks trained on a bespoke quasilinear GENE dataset, with a saturation rule calibrated to dedicated nonlinear simulations. The resultant neural network is approximately eight orders of magnitude faster than the original GENE quasilinear calculations. ITER predictions with the new model project a fusion gain in line with ITER targets. While the dataset is currently limited to the ITER baseline regime, this approach illustrates a pathway to develop reduced-order turbulence models both faster and more accurate than the current state-of-the-art. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
13. Improved flux-surface parameterization through constrained nonlinear optimization.
- Author
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Snoep, G., Koenders, J. T. W., Bourdelle, C., and Citrin, J.
- Subjects
POLOIDAL magnetic fields ,PARAMETERIZATION ,STANDARD deviations ,COST functions ,RESPONSE surfaces (Statistics) ,CONSTRAINED optimization ,ROBUST optimization - Abstract
Parameterization of magnetic flux-surfaces is often used for magnetohydrodynamic stability analysis and microturbulence modeling in tokamaks. Shape parameters for such local parameterization of a (numerical) equilibrium are traditionally computed analytically using geometrically derived quantities. However, often the shape is approximated by the average of values for different sections of the flux-surface contour or a truncated series, which does not guarantee an optimal fit. Here, instead nonlinear least squares optimization is used to compute these parameters, with a weighted sum of squared error cost function that is robust to outliers. This method results in a lower total absolute error for both the parameterization of the flux-surface contour and the poloidal magnetic field density than current methods for several parameterizations based on the well-known "Miller geometry." Furthermore, rapid convergence of shape parameters is achieved, no approximate geometric measurements of the contour are needed, and the method is applicable to any analytical shape parameterization. Validation with local, linear gyrokinetic simulations using these optimized shape parameters showed reduced root mean square errors in both the growth rate and frequency spectra when compared with simulations based on numerical equilibria. In particular, the popular Turnbull–Miller parameterization benefits from this approach, extending its usability closer toward the last-closed flux-surface for cases with minor up-down asymmetry. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
14. On the impact of electric field fluctuations on microtearing turbulence.
- Author
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Hamed, M., Pueschel, M. J., Citrin, J., Muraglia, M., Garbet, X., and Camenen, Y.
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PLASMA turbulence ,ELECTRIC fields ,TURBULENCE ,ELECTRIC potential ,ENERGY transfer ,HEAT flux - Abstract
The magnetic drift and the electric potential play an important role in microtearing destabilization by increasing the growth rate of this instability in the presence of collisions, while in electrostatic plasma micro-turbulence, zonal electric potentials can have a strong impact on turbulent saturation. A reduced model has been developed, showing that the Rechester–Rosenbluth model is a good model for the prediction of electron heat diffusivity by microtearing turbulence. Here, nonlinear gyrokinetic flux-tube simulations are performed in order to compute the characteristics of microtearing turbulence and the associated heat fluxes in tokamak plasmas and to assess how zonal flows and zonal fields affect saturation. This is consistent with a change in saturation mechanism from temperature corrugations to zonal field- and zonal flow-based energy transfer. It is found that removing the electrostatic potential causes a flux increase, while linearly stabilization is observed. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
15. Overview of tokamak turbulence stabilization by fast ions.
- Author
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Citrin, J and Mantica, P
- Subjects
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FAST ions , *TOKAMAKS , *TURBULENCE , *THERMAL plasmas , *PLASMA turbulence , *PLASMA confinement , *PLASMA beam injection heating - Abstract
In recent years tokamak experiments and modelling have increasingly indicated that the interaction between suprathermal (fast) ions and thermal plasma can lead to a reduction of turbulence and an improvement of confinement. The regimes in which this stabilization occurs are relevant to burning plasmas, and their understanding will inform reactor scenario optimization. This review summarizes observations, simulations, theoretical understanding, and open questions on this emerging topic. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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16. Modelling and theoretical understanding of the isotope effect from JET experiments in view of reliable predictions for deuterium-tritium plasmas.
- Author
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Garcia, J, Casson, F J, Bañón Navarro, A, Bonanomi, N, Citrin, J, King, D, Mantica, P, Mariani, A, Marin, M, Mazzi, S, and Viezzer, E
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HYDROGEN plasmas ,ISOTOPES ,DEUTERIUM plasma ,TRITIUM ,PLASMA boundary layers ,DEUTERIUM - Abstract
This is an overview of the theoretical understanding of the so-called isotope effect in JET hydrogen versus deuterium plasmas. Experimentally, weak to moderate deviations from naive GyroBohm scaling expectations are found for the core heat transport in L and H-modes. The physical mechanisms behind such deviations are analysed in the framework of the gyrokinetic theory. In the case of particle transport, isotope effects are mostly found in the plasma edge where the density is higher in deuterium than in hydrogen plasmas. In general, both the thermal energy and particle confinement increase with increasing main ion mass. A comparison of such results to expectations for deuterium-tritium plasmas in ITER is discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
17. Rapid optimization of stationary tokamak plasmas in RAPTOR: demonstration for the ITER hybrid scenario with neural network surrogate transport model QLKNN.
- Author
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Van Mulders, S., Felici, F., Sauter, O., Citrin, J., Ho, A., Marin, M., and van de Plassche, K.L.
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TOKAMAKS ,ELECTRICAL load ,ELECTRON distribution ,NEUTRAL beams ,PLASMA density ,PLASMA boundary layers - Abstract
This work presents a fast and robust method for optimizing the stationary radial distribution of temperature, density and parallel current density in a tokamak plasma and its application to first-principle-based modeling of the ITER hybrid scenario. A new solver is implemented in the RAPTOR transport code, enabling direct evaluation of the stationary solution to which the radial plasma profiles evolve. Coupled to a neural network emulation of the quasi-linear gyrokinetic QuaLiKiz transport model (QLKNN-hyper-10D), a first-principle-based estimate of the stationary state of the core plasma can be found at unprecedented computational speed (typically a few seconds on standard hardware). The stationary state solver is then embedded in a numerical optimization scheme, allowing the optimization of tokamak plasma scenarios in only a few minutes. The proposed method is applied to investigate the performance of ITER hybrid scenarios at different values of total plasma current, plasma density and pedestal height and for different power contributions in a heating mix consisting of electron cyclotron and neutral beam heating. Optimizing the radial distribution of electron cyclotron current drive (ECCD) deposition, the q profile is tailored to maximize the fusion gain Q, by maximizing the energy confinement predicted through the first-principles-based transport model, while satisfying q > 1, avoiding sawtooth oscillations. It is found that optimal use of ECCD in ITER hybrid scenarios is to deposit power as close to the core as possible, while maintaining sufficient off-axis current drive to keep q above 1. Upper limits for the fusion gain Q are shown to be constrained either by minimum power requirements for the separatrix power flow to maintain H-mode or by minimum current drive requirements for q profile tailoring. Finally, it is shown that the ITER hybrid scenario operating window is significantly extended by an upgrade of the electron cyclotron power to 40 MW. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
18. Quasilinear gyrokinetic theory: a derivation of QuaLiKiz.
- Author
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Stephens, C.D., Garbet, X., Citrin, J., Bourdelle, C., van de Plassche, K.L., and Jenko, F.
- Subjects
MATHEMATICAL physics ,HEAT flux ,ANGULAR momentum (Mechanics) ,TOKAMAKS ,MOMENTUM transfer - Abstract
In order to predict and analyse turbulent transport in tokamaks, it is important to model transport that arises from microinstabilities. For this task, quasilinear codes have been developed that seek to calculate particle, angular momentum and heat fluxes, both quickly and accurately. In this tutorial, we present a derivation of one such code known as QuaLiKiz, a quasilinear gyrokinetic transport code. The goal of this derivation is to provide a self-contained and complete description of the underlying physics and mathematics of QuaLiKiz from first principles. This work serves both as a comprehensive overview of QuaLiKiz specifically as well as an illustration for deriving quasilinear models in general. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
19. Benchmark of quasi-linear models against gyrokinetic single scale simulations in deuterium and tritium plasmas for a JET high beta hybrid discharge.
- Author
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Mariani, A., Mantica, P., Casiraghi, I., Citrin, J., Görler, T., Staebler, G.M., and contributors, EUROfusion JET1
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PLASMA turbulence ,DEUTERIUM plasma ,PLASMA jets ,TRITIUM ,DEUTERIUM ,PHYSICS - Abstract
A benchmark of the reduced quasi-linear models QuaLiKiz and TGLF with GENE gyrokinetic simulations has been performed for parameters corresponding to a JET high performance hybrid pulse in deuterium. Given the importance of the study of such advanced scenarios in view of ITER and DEMO operations, the dependence of the transport on the ion isotope mass has also been assessed, by repeating the benchmark changing the ion isotope to tritium. TGLF agrees better with GENE on the linear spectra and the flux levels. However, concerning the isotope dependence, only QuaLiKiz reproduces the GENE radial trend of a basically gyro-Bohm (gB) scaling at inner radii and instead anti-gB at outer radii. The physics effects which are responsible of the antigB effect in GENE simulations have been singled out. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
20. Multiple-isotope pellet cycles captured by turbulent transport modelling in the JET tokamak.
- Author
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Marin, M., Citrin, J., Garzotti, L., Valovic, M., Bourdelle, C., Camenen, Y., Casson, F.J., Ho, A., Koechl, F., Maslov, M., and Contributors, JET
- Subjects
- *
WOOD pellets , *FUSION reactors , *JET transports , *HYDROGEN plasmas , *ENERGY consumption , *NUCLEAR fuels , *DEUTERIUM - Abstract
For the first time the pellet cycle of a multiple-isotope plasma is successfully reproduced with reduced turbulent transport modelling, within an integrated simulation framework. Future nuclear fusion reactors are likely to be fuelled by cryogenic pellet injection, due to higher penetration and faster response times. Accurate pellet cycle modelling is crucial to assess fuelling efficiency and burn control. In recent Joint European Torus tokamak experiments, deuterium pellets with reactor-relevant deposition characteristics were injected into a pure hydrogen plasma. Measurements of the isotope ratio profile inferred a deuterium penetration time comparable to the energy confinement time. The modelling successfully reproduces the plasma thermodynamic profiles and the fast deuterium penetration timescale. The predictions of the reduced turbulence model QuaLiKiz in the presence of a negative density gradient following pellet deposition are compared with GENE linear and nonlinear higher fidelity modelling. The results are encouraging with regard to reactor fuelling capability and burn control. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
21. Neural network surrogate of QuaLiKiz using JET experimental data to populate training space.
- Author
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Ho, A., Citrin, J., Bourdelle, C., Camenen, Y., Casson, F. J., van de Plassche, K. L., and Weisen, H.
- Subjects
- *
MACH number , *PLASMA flow , *NONLINEAR equations , *FLOW velocity , *PLASMA turbulence , *PHYSICS - Abstract
Within integrated tokamak plasma modeling, turbulent transport codes are typically the computational bottleneck limiting their routine use outside of post-discharge analysis. Neural network (NN) surrogates have been used to accelerate these calculations while retaining the desired accuracy of the physics-based models. This paper extends a previous NN model, known as QLKNN-hyper-10D, by incorporating the impact of impurities, plasma rotation, and magnetic equilibrium effects. This is achieved by adding a light impurity fractional density ( n imp , light / n e ) and its normalized gradient, the normalized pressure gradient (α), the toroidal Mach number ( M tor ), and the normalized toroidal flow velocity gradient. The input space was sampled based on experimental data from the JET tokamak to avoid the curse of dimensionality. The resulting networks, named QLKNN-jetexp-15D, show good agreement with the original QuaLiKiz model, both by comparing individual transport quantity predictions and by comparing its impact within the integrated model, JINTRAC. The profile-averaged RMS of the integrated modeling simulations is <10% for each of the five scenarios tested. This is non-trivial given the potential numerical instabilities present within the highly nonlinear system of equations governing plasma transport, especially considering the novel addition of momentum flux predictions to the model proposed here. An evaluation of all 25 NN output quantities at one radial location takes ∼0.1 ms, 104 times faster than the original QuaLiKiz model. Within the JINTRAC integrated modeling tests performed in this study, using QLKNN-jetexp-15D resulted in a speed increase of only 60–100 as other physics modules outside of turbulent transport become the bottleneck. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
22. Neural-network accelerated coupled core-pedestal simulations with self-consistent transport of impurities and compatible with ITER IMAS.
- Author
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Meneghini, O., Snoep, G., Lyons, B.C., McClenaghan, J., Imai, C.S., Grierson, B., Smith, S.P., Staebler, G.M., Snyder, P.B., Candy, J., Belli, E., Lao, L., Park, J.M., Citrin, J., Cordemiglia, T.L., Tema, A., and Mordijck, S.
- Subjects
PLASMA equilibrium ,PLASMA physics ,DATA structures ,MACHINE learning ,WORKFLOW - Abstract
An integrated modeling workflow capable of finding the steady-state plasma solution with self-consistent core transport, pedestal structure, current profile, and plasma equilibrium physics has been developed and tested against a DIII-D discharge. Key features of the achieved core-pedestal coupled workflow are its ability to account for the transport of impurities in the plasma self-consistently, as well as its use of machine learning accelerated models for the pedestal structure and for the turbulent transport physics. Notably, the coupled workflow is implemented within the One Modeling Framework for Integrated Tasks (OMFIT) framework, and makes use of the ITER integrated modeling and analysis suite data structure for exchanging data among the physics codes that are involved in the simulations. Such technical advance has been facilitated by the development of a new numerical library named ordered multidimensional arrays structure. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
23. Core tungsten transport in WEST long pulse L-mode plasmas.
- Author
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Yang, X., Manas, P., Bourdelle, C., Artaud, J. F., Sabot, R., Camenen, Y., Citrin, J., Clairet, F., Desgranges, C., Devynck, P., Dittmar, T., Ekedahl, A., Fedorczak, N., Gil, C., Loarer, T., Lotte, Ph., Meyer, O., Morales, J., Peret, M., and Peysson, Y.
- Subjects
TOROIDAL plasma ,TUNGSTEN ,PLASMA flow ,NEUTRAL beams ,ION temperature ,ELECTRON density - Abstract
Tungsten transport is investigated in WEST long pulse L-mode plasmas operated with the strike point on the actively cooled upper tungsten divertor. The pulses are mostly heated by lower hybrid waves. It is experimentally found that tungsten does not centrally accumulate throughout these ∼ 30 s reproducible discharges despite large normalised electron density gradients. To explain these observations, turbulent and neoclassical transport of electrons and tungsten ions are computed with GKW Peeters A.G. et al (2009 Computer Phys. Commnun. 180 2650) and NEO Belli E. and Candy J. (2008 Plasma Phys. Control. Fusion 50 095010), Belli E. and Candy J. (2012 Plasma Phys. Control. Fusion 54 015015) respectively. Additionally, interpretative integrated modelling simulations are also performed to keep data coherency despite the lack of measurements of some quantities such as the T
i profiles. Modelled are found consistent with interferometry inversions and the tungsten peaking factor remains comparable to due to dominant turbulent diffusivities inside. In the central region neoclassical W transport dominates but the convective velocities are several order of magnitudes lower compared to plasmas with toroidal rotation velocities induced by a neutral beam injection (NBI) torque. Finally, nitrogen is seeded in these pulses leading to an enhanced energy content which is consistent with stabilised ion temperature gradient modes from dilution. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
24. On hybrid scenarios in KSTAR.
- Author
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Na, Yong-Su, Lee, Y.H., Byun, C.S., Kim, S.K., Lee, C.Y., Park, M.S., Yang, S.M., Kim, B., Jeon, Y.-M., Choi, G.J., Citrin, J., Juhn, J.W., Kang, J.S., Kim, H.-S., Kim, J.H., Ko, W.H., Kwon, J.-M., Lee, W.C., Woo, M.H., and Yi, S.
- Subjects
FAST ions ,PEDESTALS ,NEUTRAL beams ,ION energy ,ION temperature ,ION channels ,TOROIDAL plasma - Abstract
We report the status of hybrid scenario experiments in Korea Superconducting Tokamak Advanced Research (KSTAR). The hybrid scenario is defined as stationary discharges with 2.4 and 2.0 at < 6.5 without or with very mild sawtooth activities in KSTAR. It is being developed towards reactor-relevant conditions. High performance of , and G-factor () 6 has been achieved and sustained for at n
e /nGW ~ 0.7 with heating power of 5 MW. Some KSTAR hybrid discharges exhibit a unique feature of a slow transition from conventional H-mode to hybrid mode after the third neutral beam injection. The reason for the confinement enhancement is extensively studied in this transition period of a representative discharge exhibiting a common feature of KSTAR hybrid scenarios. 0D performance analysis with magnetohydrodynamic activities, 1D kinetic profile dynamics, power balance analysis, linear gyro-kinetic analysis and edge pedestal stability analysis were conducted. The enhancement is thought to be from both the core and the pedestal. The improvement in the core region of the ion energy channel is observed from the linear gyro-kinetic analysis considering the electromagnetic, the fast ion, the Shafranov shift, , and the magnetic shear effect. The electromagnetic finite stabilisation plays a role in the inner core region at together with the fast ion effect. The alpha stabilisation effect is also found at. , which could reduce the linear growth of the ion temperature gradient mode in the outer core region at with the highest contribution from the toroidal rotation. Regarding the improvement in the pedestal, Shafranov shift broadens the stability boundary of the pedestal in support of the diamagnetic effect. The pedestal height and width could be reproduced by the EPED model, while a realistic current profile is used to calculate the internal inductance for Shafranov shift. Based on these findings, a comprehensive confinement enhancement mechanism has been proposed by considering the core-edge interplay. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
25. Predictive multi-channel flux-driven modelling to optimise ICRH tungsten control and fusion performance in JET.
- Author
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Casson, F.J., Patten, H., Bourdelle, C., Breton, S., Citrin, J., Koechl, F., Sertoli, M., Angioni, C., Baranov, Y., Bilato, R., Belli, E.A., Challis, C.D., Corrigan, G., Czarnecka, A., Ficker, O., Frassinetti, L., Garzotti, L., Goniche, M., Graves, J.P., and Johnson, T.
- Subjects
TUNGSTEN ,PARTICLE beams ,DIFFUSION ,RADIATION - Abstract
The evolution of the JET high performance hybrid scenario, including central accumulation of the tungsten (W) impurity, is reproduced with predictive multi-channel integrated modelling over multiple confinement times using first-principle based core transport models. Eight transport channels () are modelled predictively, with self-consistent sources, radiation and magnetic equilibrium, yielding a system with multiple non-linearities: This system can reproduce the observed radiative temperature collapse after several confinement times. W is transported inward by neoclassical convection driven by the main ion density gradients and enhanced by poloidal asymmetries due to centrifugal acceleration. The slow evolution of the bulk density profile sets the timescale for W accumulation. Modelling this phenomenon requires a turbulent transport model capable of accurately predicting particle and momentum transport (QuaLiKiz) and a neoclassical transport model including the effects of poloidal asymmetries (NEO) coupled to an integrated plasma simulator (JINTRAC). The modelling capability is applied to optimise the available actuators to prevent W accumulation, and to extrapolate in power and pulse length. Central NBI heating is preferred for high performance, but gives central deposition of particles and torque which increase the risk of W accumulation by increasing density peaking and poloidal asymmetry. The primary mechanism for ICRH to control W in JET is via its impact through turbulence in reducing main ion density peaking (which drives inward neoclassical convection), increased temperature screening and turbulent W diffusion. The anisotropy from ICRH also reduces poloidal asymmetry, but this effect is negligible in high rotation JET discharges. High power ICRH near the axis can sensitively mitigate against W accumulation, and dominant ion heating (e.g. He-3 minority) is predicted to provide more resilience to W accumulation than dominant electron heating (e.g. H minority) in the JET hybrid scenario. Extrapolation to DT plasmas finds 17.5 MW of fusion power and improved confinement compared to DD, due to reduced ion-electron energy exchange, and increased Ti/Te stabilisation of ITG instabilities. The turbulence reduction in DT increases density peaking and accelerates the arrival of W on axis; this may be mitigated by reducing the penetration of the beam particle source with an increased pedestal density. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
26. Fast modeling of turbulent transport in fusion plasmas using neural networks.
- Author
-
van de Plassche, K. L., Citrin, J., Bourdelle, C., Camenen, Y., Casson, F. J., Dagnelie, V. I., Felici, F., Ho, A., and Van Mulders, S.
- Subjects
- *
ARTIFICIAL neural networks , *JETS (Nuclear physics) , *HEAT flux - Abstract
We present an ultrafast neural network model, QLKNN, which predicts core tokamak transport heat and particle fluxes. QLKNN is a surrogate model based on a database of 3 × 108 flux calculations of the quasilinear gyrokinetic transport model, QuaLiKiz. The database covers a wide range of realistic tokamak core parameters. Physical features such as the existence of a critical gradient for the onset of turbulent transport were integrated into the neural network training methodology. We have coupled QLKNN to the tokamak modeling framework JINTRAC and rapid control-oriented tokamak transport solver RAPTOR. The coupled frameworks are demonstrated and validated through application to three JET shots covering a representative spread of H-mode operating space, predicting the turbulent transport of energy and particles in the plasma core. JINTRAC–QLKNN and RAPTOR–QLKNN are able to accurately reproduce JINTRAC–QuaLiKiz T i , e and ne profiles, but 3–5 orders of magnitude faster. Simulations which take hours are reduced down to only a few tens of seconds. The discrepancy in the final source-driven predicted profiles between QLKNN and QuaLiKiz is on the order of 1%–15%. Also the dynamic behavior was well captured by QLKNN, with differences of only 4%–10% compared to JINTRAC–QuaLiKiz observed at mid-radius, for a study of density buildup following the L–H transition. Deployment of neural network surrogate models in multi-physics integrated tokamak modeling is a promising route toward enabling accurate and fast tokamak scenario optimization, uncertainty quantification, and control applications. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
27. Saturation and nonlinear electromagnetic stabilization of ITG turbulence.
- Author
-
Whelan, G. G., Pueschel, M. J., Terry, P. W., Citrin, J., McKinney, I. J., Guttenfelder, W., and Doerk, H.
- Subjects
PLASMA turbulence ,TURBULENCE ,ENERGY transfer ,HEAT flux ,PLASMA pressure ,ENERGY consumption - Abstract
Energy transfer in ion-temperature-gradient-driven (ITG) turbulence and its role in modeling transport are examined for finite normalized plasma pressure β for a number of test cases and experimental discharges. The analysis shows that like the zero-β case, finite-β ITG turbulence saturates by nonlinear energy transfer to stable modes mediated by a zonal flow. Electromagnetic effects reliably increase stable mode amplitudes but affect heat fluxes only at the ≈5% level. The most important change with increased β is an increase in the correlation time of the triplet interaction of the unstable mode, stable mode, and zonal flow, thus providing a heightened nonlinear energy transfer efficiency, which allows the instability to saturate at lower amplitude. The heat flux is examined in connection with nonlinear electromagnetic stabilization, the phenomenon where the flux falloff with β is more pronounced than the falloff predicted by quasilinear transport models. The inclusion of the triplet correlation time in the quasilinear model captures most of the nonlinearly enhanced stabilization for the configurations studied here. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
28. Growth rates of ITG modes in the presence of flow shear.
- Author
-
Dagnelie, V. I., Citrin, J., Jenko, F., Pueschel, M. J., Görler, T., Told, D., and Doerk, H.
- Subjects
- *
SHEAR (Mechanics) , *PLASMA instabilities , *NONLINEAR dynamical systems , *MAGNETIC confinement , *ROTATIONAL flow - Abstract
Plasma microinstabilities in toroidal magnetic confinement devices can be driven unstable by a radial ion temperature gradient and stabilized by rotational flow shear. In this study, we argue that these nonlinear dynamics can be captured by the linear stabilization of Floquet modes. To that end, we propose a novel method (the τAC method) to calculate growth rates by averaging over linear Floquet modes. The τAC method is compared to nonlinear and other linear approaches and is shown to work well at low parallel velocity gradient drive. As such, the method provides a promising approach to explore the parameter dependencies of flow shear stabilization. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
29. Non-Maxwellian fast particle effects in gyrokinetic GENE simulations.
- Author
-
Di Siena, A., Görler, T., Doerk, H., Bilato, R., Citrin, J., Johnson, T., Schneider, M., Poli, E., and JET Contributors
- Subjects
FAST ions ,PLASMA turbulence ,FUSION reactors ,DISTRIBUTION (Probability theory) ,MAGNETOHYDRODYNAMICS ,PLASMA gases - Abstract
Fast ions have recently been found to significantly impact and partially suppress plasma turbulence both in experimental and numerical studies in a number of scenarios. Understanding the underlying physics and identifying the range of their beneficial effect is an essential task for future fusion reactors, where highly energetic ions are generated through fusion reactions and external heating schemes. However, in many of the gyrokinetic codes fast ions are, for simplicity, treated as equivalent-Maxwellian-distributed particle species, although it is well known that to rigorously model highly non-thermalised particles, a non-Maxwellian background distribution function is needed. To study the impact of this assumption, the gyrokinetic code GENE has recently been extended to support arbitrary background distribution functions which might be either analytical, e.g., slowing down and bi-Maxwellian, or obtained from numerical fast ion models. A particular JET plasma with strong fast-ion related turbulence suppression is revised with these new code capabilities both with linear and nonlinear gyrokinetic simulations. It appears that the fast ion stabilization tends to be less strong but still substantial with more realistic distributions, and this improves the quantitative power balance agreement with experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
30. Simulation of core turbulence measurement in Tore Supra ohmic regimes.
- Author
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Hacquin, S., Citrin, J., Arnichand, H., Sabot, R., Bourdelle, C., Garbet, X., Krämer-Flecken, A., and Team, Tore Supra
- Subjects
- *
COMPUTER simulation of turbulence , *OHMIC contacts , *REFLECTOMETRY , *KINETIC energy , *SPECTRUM analysis , *ELECTRON beams - Abstract
This paper reports on a simulation of reflectometry measurement in Tore Supra ohmic discharges, for which the experimental observations as well as gyrokinetic non-linear computations predict a modification of turbulence spectrum between the linear (LOC) and the saturated ohmic confinement (SOC) regimes. Synthetic reflectometry simulations coupling full-wave computations with gyrokinetic data are carried out. This allows a direct comparison between the gyrokinetic non-linear predictions and experimental observations. The synthetic diagnostic results are found in a good agreement with the experimental findings; in particular, they reproduce well the quasi-coherent peak in the fluctuation spectrum of LOC regimes dominated by a trapped electron mode turbulence. It is also shown that such synthetic tools are valuable for (i) an enhanced interpretation of the reflectometry measurement (for instance, through the investigation of the 2D effects) and (ii) a better understanding of the turbulence properties (for instance, via the analysis of its poloidal asymmetry). [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
31. Ion temperature profile stiffness: non-linear gyrokinetic simulations and comparison with experiment.
- Author
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Citrin, J., Jenko, F., Mantica, P., Told, D., Bourdelle, C., Dumont, R., Garcia, J., Haverkort, J.W., Hogeweij, G.M.D., Johnson, T., Pueschel, M.J., and contributors, JET-EFDA
- Subjects
- *
ION temperature , *STIFFNESS (Engineering) , *NONLINEAR analysis , *COMPUTER simulation , *HEAT flux , *MAGNETOHYDRODYNAMICS - Abstract
Recent experimental observations at JET show evidence of reduced ion temperature profile stiffness. An extensive set of nonlinear gyrokinetic simulations are performed based on the experimental discharges, investigating the physical mechanism behind the observations. The impact on the ion heat flux of various parameters that differ within the data-set are explored. These parameters include the safety factor, magnetic shear, toroidal flow shear, effect of rotation on the magnetohydrodynamic equilibrium, R/Ln, βe, Zeff, Te/Ti, and the fast-particle content. While previously hypothesized to be an important factor in the stiffness reduction, the combined effect of toroidal flow shear and low magnetic shear is not predicted by the simulations to lead to a significant reduction in ion heat flux, due both to an insufficient magnitude of flow shear and significant parallel velocity gradient destabilization. It is however found that nonlinear electromagnetic effects due to both thermal and fast-particle pressure gradients, even at low βe, can significantly reduce the ion heat flux, and is a key factor in explaining the experimental observations. A total of four discharges are examined, at both inner and outer radii. For all cases studied, the simulated and experimental ion heat flux values agree within reasonable variations of input parameters around the experimental uncertainties. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
32. L to H mode transition: on the role of Zeff.
- Author
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Bourdelle, C., Maggi, C.F., Chôné, L., Beyer, P., Citrin, J., Fedorczak, N., Garbet, X., Loarte, A., Millitello, F., Romanelli, M., Sarazin, Y., and Contributors, JET EFDA
- Subjects
TRANSITION flow ,PARTICLE beam instabilities ,LINEAR statistical models ,TEMPERATURE effect ,STABILITY theory ,QUALITATIVE research - Abstract
In this paper, the nature of the primary instability present in the pedestal forming region prior to the transition into H mode is analysed using a gyrokinetic code on JET-ILW profiles. The linear analysis shows that the primary instability is of resistive nature, and can therefore be stabilized by increased temperature, hence power. The unstable modes are identified as being resistive ballooning modes. Their growth rates decrease for temperatures increasing towards the experimentally measured temperature at the L–H transition. The growth rates are larger for lower effective charge Z
eff . This dependence is shown to be in qualitative agreement with recent and past experimental observations of reduced Zeff associated with lower L–H power thresholds. [ABSTRACT FROM AUTHOR]- Published
- 2014
- Full Text
- View/download PDF
33. Development of advanced inductive scenarios for ITER.
- Author
-
Luce, T.C., Challis, C.D., Ide, S., Joffrin, E., Kamada, Y., Politzer, P.A., Schweinzer, J., Sips, A.C.C., Stober, J., Giruzzi, G., Kessel, C.E., Murakami, M., Na, Y.-S., Park, J.M., Polevoi, A.R., Budny, R.V., Citrin, J., Garcia, J., Hayashi, N., and Hobirk, J.
- Subjects
TOKAMAKS ,PRESSURE ,EMPIRICAL research ,PLASMA gases ,DATABASES - Abstract
Since its inception in 2002, the International Tokamak Physics Activity topical group on Integrated Operational Scenarios (IOS) has coordinated experimental and modelling activity on the development of advanced inductive scenarios for applications in the ITER tokamak. The physics basis and the prospects for applications in ITER have been advanced significantly during that time, especially with respect to experimental results. The principal findings of this research activity are as follows. Inductive scenarios capable of higher normalized pressure (β
N ⩾ 2.4) than the ITER baseline scenario (βN = 1.8) with normalized confinement at or above the standard H-mode scaling are well established under stationary conditions on the four largest diverted tokamaks (AUG, DIII-D, JET, JT-60U), demonstrated in a database of more than 500 plasmas from these tokamaks analysed here. The parameter range where high performance is achieved is broad in q95 and density normalized to the empirical density limit. MHD modes can play a key role in reaching stationary high performance, but also define the limits to achieved stability and confinement. Projection of performance in ITER from existing experiments uses empirical scalings and theory-based modelling. The status of the experimental validation of both approaches is summarized here. The database shows significant variation in the energy confinement normalized to standard H-mode confinement scalings, indicating the possible influence of additional physics variables absent from the scalings. Tests using the available information on rotation and the ratio of the electron and ion temperatures indicate neither of these variables in isolation can explain the variation in normalized confinement observed. Trends in the normalized confinement with the two dimensionless parameters that vary most from present-day experiments to ITER, gyroradius and collision frequency, are significant. Regression analysis on the multi-tokamak database has been performed, but it appears that the database is not conditioned sufficiently well to yield a new scaling for this type of plasma. Coordinated experiments on size scaling using the dimensionless parameter scaling approach find a weaker scaling with normalized gyroradius than the standard H-mode scaling. Preliminary studies on scaling with collision frequency show a favourable scaling stronger than the standard H-mode scaling. Coordinated modelling activity has resulted in successful benchmarking of modelling codes in the ITER regime. Validation of transport models using these codes on present-day experiments is in progress, but no single model has been shown to capture the variations seen in the experiments. However, projection to ITER using these models is in general agreement with the favourable projections found with the empirical scalings. [ABSTRACT FROM AUTHOR]- Published
- 2014
- Full Text
- View/download PDF
34. Nonlinear Stabilization of Tokamak Microturbulence by Fast Ions.
- Author
-
Citrin, J., Jenko, F., Mantica, P., Told, D., Bourdelle, C., Garcia, J., Haverkort, J. W., Hogeweij, G. M. D., Johnson, T., and Pueschel, M. J.
- Subjects
- *
STABILITY of nonlinear systems , *TOKAMAKS , *TURBULENCE , *FAST ions , *ELECTROMAGNETISM , *PHYSICS experiments , *HEAT flux - Abstract
Nonlinear electromagnetic stabilization by suprathermal pressure gradients found in specific regimes is shown to be a key factor in reducing tokamak microturbulence, augmenting significantly the thermal pressure electromagnetic stabilization. Based on nonlinear gyrokinetic simulations investigating a set of ion heat transport experiments on the JET tokamak, described by Mantica et al. [Phys. Rev. Lett. 107, 135004 (2011)], this result explains the experimentally observed ion heat flux and stiffness reduction. These findings are expected to improve the extrapolation of advanced tokamak scenarios to reactor relevant regimes. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
35. Modelling of hybrid scenario: from present-day experiments towards ITER.
- Author
-
Litaudon, X., Voitsekhovitch, I., Artaud, J. F., Belo, P., Bizarro, João P.S., Casper, T., Citrin, J., Fable, E., Ferreira, J., Garcia, J., Garzotti, L., Giruzzi, G., Hobirk, J., Hogeweij, G. M. D., Imbeaux, F., Joffrin, E., Koechl, F., Liu, F., Lönnroth, J., and Moreau, D.
- Subjects
DYNAMICAL systems ,PREDICTION models ,ELECTRON kinetic energy ,PLASMA equilibrium ,TOKAMAKS ,PHYSICS experiments - Abstract
The 'hybrid' scenario is an attractive operating scenario for ITER since it combines long plasma duration with the reliability of the reference H-mode regime. We review the recent European modelling effort carried out within the Integrated Scenario Modelling group which aims at (i) understanding the underlying physics of the hybrid regime in ASDEX-Upgrade and JET and (ii) extrapolating them towards ITER. JET and ASDEX-Upgrade hybrid scenarios performed under different experimental conditions have been simulated in an interpretative and predictive way in order to address the current profile dynamics and its link with core confinement, the relative importance of magnetic shear, s, and E x B flow shear on the core turbulence, pedestal stability and H-L transition. The correlation of the improved confinement with an increased s/q at outer radii observed in JET and ASDEX-Upgrade discharges is consistent with the predictions based on the GLF23 model applied in the simulations of the ion and electron kinetic profiles. Projections to ITER hybrid scenarios have been carried out focusing on optimization of the heating/current drive schemes to reach and ultimately control the desired plasma equilibrium using ITER actuators. Firstly, access condition to the hybrid-like q -profiles during the current ramp-up phase has been investigated. Secondly, from the interpreted role of the s/q ratio, ITER hybrid scenario flat-top performance has been optimized through tailoring the q-profile shape and pedestal conditions. EPED predictions of pedestal pressure and width have been used as constraints in the interpretative modelling while the core heat transport is predicted by GLF23. Finally, model- based approach for real-time control of advanced tokamak scenarios has been applied to ITER hybrid regime for simultaneous magnetic and kinetic profile control. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
36. Global and local gyrokinetic simulations of high-performance discharges in view of ITER.
- Author
-
Jenko, F., Told, D., Görler, T., Citrin, J., Navarro, A. Bañón, Bourdelle, C., Brunner, S., Conway, G., Dannert, T., Doerk, H., Hatch, D. R., Haverkort, J. W., Hobirk, J., Hogeweij, G. M. D., Mantica, P., Pueschel, M. J., Sauter, O., Villard, L., and Wolfrum, E.
- Subjects
PLASMA gases ,SIMULATION methods & models ,PERFORMANCE evaluation ,ION temperature ,STIFFNESS (Mechanics) ,TRANSPORT theory - Abstract
One of the key challenges for plasma theory and simulation in view of ITER is to enhance the understanding and predictive capability concerning high-performance discharges. This involves, in particular, questions about high-β operation, ion temperature profile stiffness, and the physics of transport barriers. The goal of this contribution is to shed light on these issues by means of physically comprehensive ab initio simulations with the global gyrokinetic code GENE, applied to discharges in TCV, ASDEX Upgrade, and JET--with direct relevance to ITER. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
37. The dependence of ion heat transport on the ion to electron temperature ratio in JET non-rotating plasmas.
- Author
-
Migliano, P., Mantica, P., Baiocchi, B., Casati, A., Citrin, J., Giroud, C., Hawkes, N., Lerche, E., Tsalas, M., and Van Eester, D.
- Subjects
HEAT transfer ,ELECTRON temperature ,CYCLOTRON resonance ,ION temperature ,NUCLEAR physics experiments - Abstract
Detailed experimental studies of ion heat transport are carried out in JET to explore the T
e /Ti dependence of ion heat transport in ITER relevant range of parameters (Te /Ti ≥ 1) using low rotation plasmas with dominant ion cyclotron resonance heating to avoid the coupling of the effects of Te /Ti and rotation which affected previous experiments. This experimental setup has led to an accurate determination of the ion temperature gradient (ITG) threshold at varying Te /Ti , offering unique opportunities for validation of the well-established theory of ITG driven modes. A rather mild decrease in threshold with increasing Te /Ti in the interval of ITER interest was found. The new experimental result has found good agreement with theoretical predictions based on quasi-linear fluid and linear gyrokinetic models. [ABSTRACT FROM AUTHOR]- Published
- 2013
- Full Text
- View/download PDF
38. Optimizing the current ramp-up phase for the hybrid ITER scenario.
- Author
-
Hogeweij, G. M. D., Artaud, J.-F., Casper, T. A., Citrin, J., Imbeaux, F., Köchl, F., Litaudon, X., and Voitsekhovitch, I.
- Subjects
SCIENTIFIC models ,REAL-time control ,MOLECULAR dynamics ,RESEARCH ,PHYSICS research - Abstract
The current ramp-up phase for the ITER hybrid scenario is analysed with the CRONOS integrated modelling suite. The simulations presented in this paper show that the heating systems available at ITER allow, within the operational limits, the attainment of a hybrid q profile at the end of the current ramp-up. A reference ramp-up scenario is reached by a combination of NBI, ECCD (UPL) and LHCD. A heating scheme with only NBI and ECCD can also reach the target q profile; however, LHCD can play a crucial role in reducing the flux consumption during the ramp-up phase. The optimum heating scheme depends on the chosen transport model, and on assumptions of parameters like n
e peaking, edge Te,i and Zeff . The sensitivity of the current diffusion on parameters that are not easily controlled, shows that development of real-time control is important to reach the target q profile. A first step in that direction has been indicated in this paper. Minimizing resistive flux consumption and optimizing the q profile turn out to be conflicting requirements. A trade-off between these two requirements has to be made. In this paper it is shown that fast current ramp with L-mode current overshoot is at the one extreme, i.e. the optimum q profile at the cost of increased resistive flux consumption, whereas early H-mode transition is at the other extreme. [ABSTRACT FROM AUTHOR]- Published
- 2013
- Full Text
- View/download PDF
39. Predictive analysis of q-profile influence on transport in JET and ASDEX Upgrade hybrid scenarios.
- Author
-
Citrin, J., Hobirk, J., Schneider, M., Artaud, J. F., Bourdelle, C., Crombe, K., Hogeweij, G. M. D., Imbeaux, F., Joffrin, E., Koechl, F., and Stober, J.
- Subjects
- *
PLASMA confinement , *TURBULENCE , *HEAT transfer , *ION temperature , *SHEAR flow , *NUCLEAR reactions - Abstract
Hybrid scenarios in present machines are often characterized by improved confinement compared with the IPB98(y,2) empirical scaling law expectations. This work concentrates on isolating the impact of increased s/q at outer radii (where s is the magnetic shear) on core confinement in low-triangularity JET and ASDEX Upgrade (AUG) experiments. This is carried out by predictive heat and particle transport modelling using the integrated modelling code CRONOS coupled to the GLF23 turbulent transport model. For both machines, discharge pairs were analysed displaying similar pedestal confinement yet significant differences in core confinement. From these comparisons, it is found that s/q shaping at outer radii may be responsible for up to ∼50% of the relative core confinement improvement observed in these specific discharges. This relative improvement is independent of the degree of rotational shear turbulence suppression assumed in the GLF23 model. However, employing the full GLF23 rotational shear model leads to an overprediction of the ion temperatures in all discharges analysed. Additional mechanisms for core confinement improvement are discussed and estimated. Further linear threshold analysis with QuaLiKiz is carried out on both pairs of discharges. This work aims to validate recent predictions of the ITER hybrid scenario also employing CRONOS/GLF23, where a high level of confinement and resultant fusion power sensitivity to the s/q profile was found. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
40. Quasilinear transport modelling at low magnetic shear.
- Author
-
Citrin, J., Bourdelle, C., Cottier, P., Escande, D. F., Gürcan, Ö. D., Hatch, D. R., Hogeweij, G. M. D., Jenko, F., and Pueschel, M. J.
- Subjects
- *
QUASILINEARIZATION , *TRANSPORT theory , *MATHEMATICAL models , *SHEAR (Mechanics) , *MAGNETIC fields , *PREDICTION models , *SIMULATION methods & models , *NONLINEAR theories - Abstract
Accurate and computationally inexpensive transport models are vital for routine and robust predictions of tokamak turbulent transport. To this end, the QuaLiKiz [Bourdelle et al., Phys. Plasmas 14, 112501 (2007)] quasilinear gyrokinetic transport model has been recently developed. QuaLiKiz flux predictions have been validated by non-linear simulations over a wide range in parameter space. However, a discrepancy is found at low magnetic shear, where the quasilinear fluxes are significantly larger than the non-linear predictions. This discrepancy is found to stem from two distinct sources: the turbulence correlation length in the mixing length rule and an increase in the ratio between the quasilinear and non-linear transport weights, correlated with increased non-linear frequency broadening. Significantly closer agreement between the quasilinear and non-linear predictions is achieved through the development of an improved mixing length rule, whose assumptions are validated by non-linear simulations. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
41. American identity and the politics of ethnic change.
- Author
-
Citrin, J. and Reingold, B.
- Subjects
- *
NATIONAL character - Abstract
Explores the way subjective conceptions of national identity influence the mass public's reactions to the changing ethnic composition of American society. Using the symbolic politics model of opinion formation to analyze survey data collected in early 1988, the article demonstrates that normative beliefs about Americanism strongly influence general attitudes toward cultural minorities and policy preference on ethnic issues.
- Published
- 1990
- Full Text
- View/download PDF
42. The `official English' movement and the symbolic politics of language in the United States.
- Author
-
Citrin, J. and Reingold, B.
- Subjects
- *
BILINGUAL education - Abstract
Tracks the results at the state level of the effort of linguistic minorities to force the educational system to provide services in their native tongue. Identifies conditions underlying success; Language rights a controversial issue; Public opinion on language issues; Primacy of English based largely on longstanding symbolic predispositions.
- Published
- 1990
- Full Text
- View/download PDF
43. High Z neoclassical transport: Application and limitation of analytical formulae for modelling JET experimental parameters.
- Author
-
Breton, S., Casson, F. J., Bourdelle, C., Angioni, C., Belli, E., Camenen, Y., Citrin, J., Garbet, X., Sarazin, Y., Sertoli, M., and JET Contributors
- Subjects
PLASMA transport processes ,PLASMA turbulence ,PHYSICS experiments ,PLASMA instabilities ,PLASMA density - Abstract
Heavy impurities, such as tungsten (W), can exhibit strongly poloidally asymmetric density profiles in rotating or radio frequency heated plasmas. In the metallic environment of JET, the poloidal asymmetry of tungsten enhances its neoclassical transport up to an order of magnitude, so that neoclassical convection dominates over turbulent transport in the core. Accounting for asymmetries in neoclassical transport is hence necessary in the integrated modeling framework. The neoclassical drift kinetic code, NEO [E. Belli and J. Candy, Plasma Phys. Controlled Fusion
P50 , 095010 (2008)], includes the impact of poloidal asymmetries on W transport. However, the computational cost required to run NEO slows down significantly integrated modeling. A previous analytical formulation to describe heavy impurity neoclassical transport in the presence of poloidal asymmetries in specific collisional regimes [C. Angioni and P. Helander, Plasma Phys. Controlled Fusion56 , 124001 (2014)] is compared in this work to numerical results from NEO. Within the domain of validity of the formula, the factor for reducing the temperature screening due to poloidal asymmetries had to be empirically adjusted. After adjustment, the modified formula can reproduce NEO results outside of its definition domain, with some limitations: When main ions are in the banana regime, the formula reproduces NEO results whatever the collisionality regime of impurities, provided that the poloidal asymmetry is not too large. However, for very strong poloidal asymmetries, agreement requires impurities in the Pfirsch-Schlüter regime. Within the JETTO integrated transport code, the analytical formula combined with the poloidally symmetric neoclassical code NCLASS [W. A. Houlberget al. , Phys. Plasmas4 , 3230 (1997)] predicts the same tungsten profile as NEO in certain cases, while saving a factor of one thousand in computer time, which can be useful in scoping studies. The parametric dependencies of the temperature screening reduction due to poloidal asymmetries would need to be better characterised for this faster model to be extended to a more general applicability. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
44. Measurements of the edge current evolution and comparison with neoclassical calculations during MAST H-modes using motional Stark effect.
- Author
-
De Bock, M. F. M., Citrin, J., Saarelma, S., Temple, D., Conway, N. J., Kirk, A., Meyer, H., and Michael, C. A.
- Subjects
- *
STARK effect , *FUSION reactors , *PLASMA gases , *DENSITY currents , *TEMPERATURE , *SELF-consistent field theory , *STABILITY (Mechanics) - Abstract
Edge localized modes (ELMs), that are present in most tokamak H- (high confinement) modes, can cause significant damage to plasma facing components in fusion reactors. Controlling ELMs is considered necessary and hence it is vital to understand the underlying physics. The stability of ELMs is typically expressed in terms of the pressure gradient [?]p in the edge and the edge current density jph. Both [?]p and jph are usually derived from profiles fitted to the measured edge density and temperature profiles, where for the calculation of jph neoclassical theory is used.This paper presents direct measurements of the magnetic pitch angle gm evolution in the edge and the derived jph. These provide a method to validate the jph as derived with neoclassical theory and they open up the possibility to find a complete, self-consistent set of edge profiles, that fit density, temperature and gm measurements, hence allowing for a more accurate stability analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
45. Stellarator Turbulence: Subdominant Eigenmodes and Quasilinear Modeling.
- Author
-
Pueschel, M. J., Faber, B. J., Citrin, J., Hegna, C. C., Terry, P. W., and Hatch, D. R.
- Subjects
- *
STELLARATORS , *QUASILINEARIZATION , *GEOMETRIC approach - Abstract
Owing to complex geometry, gyrokinetic simulations in stellarator geometry produce large numbers of subdominant unstable and stable, near-orthogonal eigenmodes. Here, results based on the full eigenmode spectrum in stellarator geometry are presented for the first time. In the nonlinear state of a low-magnetic-shear ion-temperature-gradient-driven case, a multitude of these modes are active and imprint the system. Turbulent frequency spectra are broadband as a consequence, in addition to a nonlinear, narrow signature at electron frequencies. It is shown that successful quasilinear, mixing-length transport modeling is possible in stellarators, where it is essential to account for all subdominant unstable modes. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
46. The data-driven future of high-energy-density physics.
- Author
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Hatfield PW, Gaffney JA, Anderson GJ, Ali S, Antonelli L, Başeğmez du Pree S, Citrin J, Fajardo M, Knapp P, Kettle B, Kustowski B, MacDonald MJ, Mariscal D, Martin ME, Nagayama T, Palmer CAJ, Peterson JL, Rose S, Ruby JJ, Shneider C, Streeter MJV, Trickey W, and Williams B
- Abstract
High-energy-density physics is the field of physics concerned with studying matter at extremely high temperatures and densities. Such conditions produce highly nonlinear plasmas, in which several phenomena that can normally be treated independently of one another become strongly coupled. The study of these plasmas is important for our understanding of astrophysics, nuclear fusion and fundamental physics-however, the nonlinearities and strong couplings present in these extreme physical systems makes them very difficult to understand theoretically or to optimize experimentally. Here we argue that machine learning models and data-driven methods are in the process of reshaping our exploration of these extreme systems that have hitherto proved far too nonlinear for human researchers. From a fundamental perspective, our understanding can be improved by the way in which machine learning models can rapidly discover complex interactions in large datasets. From a practical point of view, the newest generation of extreme physics facilities can perform experiments multiple times a second (as opposed to approximately daily), thus moving away from human-based control towards automatic control based on real-time interpretation of diagnostic data and updates of the physics model. To make the most of these emerging opportunities, we suggest proposals for the community in terms of research design, training, best practice and support for synthetic diagnostics and data analysis.
- Published
- 2021
- Full Text
- View/download PDF
47. Agonist of RORA Attenuates Nonalcoholic Fatty Liver Progression in Mice via Up-regulation of MicroRNA 122.
- Author
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Chai C, Cox B, Yaish D, Gross D, Rosenberg N, Amblard F, Shemuelian Z, Gefen M, Korach A, Tirosh O, Lanton T, Link H, Tam J, Permyakova A, Ozhan G, Citrin J, Liao H, Tannous M, Hahn M, Axelrod J, Arretxe E, Alonso C, Martinez-Arranz I, Betés PO, Safadi R, Salhab A, Amer J, Tber Z, Mengshetti S, Giladi H, Schinazi RF, and Galun E
- Subjects
- Animals, Antagomirs administration & dosage, Benzamides pharmacology, Benzamides therapeutic use, Body Weight, Cell Line, Tumor, Datasets as Topic, Diet, High-Fat adverse effects, Disease Models, Animal, Fatty Acids, Nonesterified blood, Fatty Acids, Nonesterified metabolism, Humans, Insulin Resistance, Lipid Metabolism drug effects, Lipid Metabolism genetics, Lipid Regulating Agents therapeutic use, Liver drug effects, Liver pathology, Male, Mice, MicroRNAs antagonists & inhibitors, MicroRNAs blood, Mutation, Non-alcoholic Fatty Liver Disease etiology, Non-alcoholic Fatty Liver Disease metabolism, Non-alcoholic Fatty Liver Disease pathology, Nuclear Receptor Subfamily 1, Group F, Member 1 metabolism, Obesity etiology, Obesity metabolism, Obesity pathology, Promoter Regions, Genetic drug effects, Up-Regulation drug effects, Lipid Regulating Agents pharmacology, MicroRNAs genetics, Non-alcoholic Fatty Liver Disease drug therapy, Nuclear Receptor Subfamily 1, Group F, Member 1 agonists, Obesity drug therapy
- Abstract
Background & Aims: Development of nonalcoholic steatohepatitis (NASH) is associated with reductions in hepatic microRNA122 (MIR122); the RAR related orphan receptor A (RORA) promotes expression of MIR122. Increasing expression of RORA in livers of mice increases expression of MIR122 and reduces lipotoxicity. We investigated the effects of a RORA agonist in mouse models of NASH., Methods: We screened a chemical library to identify agonists of RORA and tested their effects on a human hepatocellular carcinoma cell line (Huh7). C57BL/6 mice were fed a chow or high-fat diet (HFD) for 4 weeks to induce fatty liver. Mice were given hydrodynamic tail vein injections of a MIR122 antagonist (antagomiR-122) or a control antagomiR once each week for 3 weeks while still on the HFD or chow diet, or intraperitoneal injections of the RORA agonist RS-2982 or vehicle, twice each week for 3 weeks. Livers, gonad white adipose, and skeletal muscle were collected and analyzed by reverse-transcription polymerase chain reaction, histology, and immunohistochemistry. A separate group of mice were fed an atherogenic diet, with or without injections of RS-2982 for 3 weeks; livers were analyzed by immunohistochemistry, and plasma was analyzed for levels of aminotransferases. We analyzed data from liver tissues from patients with NASH included in the RNA-sequencing databases GSE33814 and GSE89632., Results: Injection of mice with antagomiR-122 significantly reduced levels of MIR122 in plasma, liver, and white adipose tissue; in mice on an HFD, antagomiR-122 injections increased fat droplets and total triglyceride content in liver and reduced β-oxidation and energy expenditure, resulting in significantly more weight gain than in mice given the control microRNA. We identified RS-2982 as an agonist of RORA and found it to increase expression of MIR122 promoter activity in Huh7 cells. In mice fed an HFD or atherogenic diet, injections of RS-2982 increased hepatic levels of MIR122 precursors and reduced hepatic synthesis of triglycerides by reducing expression of biosynthesis enzymes. In these mice, RS-2982 significantly reduced hepatic lipotoxicity, reduced liver fibrosis, increased insulin resistance, and reduced body weight compared with mice injected with vehicle. Patients who underwent cardiovascular surgery had increased levels of plasma MIR122 compared to its levels before surgery; increased expression of plasma MIR122 was associated with increased levels of plasma free fatty acids and levels of RORA., Conclusions: We identified the compound RS-2982 as an agonist of RORA that increases expression of MIR122 in cell lines and livers of mice. Mice fed an HFD or atherogenic diet given injections of RS-2982 had reduced hepatic lipotoxicity, liver fibrosis, and body weight compared with mice given the vehicle. Agonists of RORA might be developed for treatment of NASH., (Copyright © 2020 AGA Institute. Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
- Full Text
- View/download PDF
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