239 results on '"Horvatić, Davor"'
Search Results
2. Exclusive $\eta_c$ production from small-$x$ evolved Odderon at a electron-ion collider
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Benić, Sanjin, Horvatić, Davor, Kaushik, Abhiram, and Vivoda, Eric Andreas
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High Energy Physics - Phenomenology ,Nuclear Theory - Abstract
We compute exclusive $\eta_c$ production in high energy electron-nucleon and electron-nucleus collisions that is sensitive to the Odderon. In perturbative QCD the Odderon is a $C$-odd color singlet consisting of at least three $t$-channel gluons exchanged with the target. By using the Color Glass Condensate effective theory our result describes the Odderon exchange at the high collision energies that would be reached at a future electron-ion collider. The Odderon distribution is evolved to small-$x$ using the Balitsky-Kovchegov evolution equation with running coupling corrections. We find that while at low momentum transfers $t$ the cross section off a proton is dominated by the Primakoff process, the Odderon becomes relevant at larger momentum transfers of $|t|\geq1.5$ GeV$^2$. We point that the Odderon could also be extracted at low-$t$ using neutron targets since the Primakoff component is strongly suppressed. In the case of nuclear targets, the Odderon cross section becomes enhanced thanks to the mass number of the nuclear target. The gluon saturation effect induces a shift in the diffractive pattern with respect to the Primakoff process that could be used as a signal for the Odderon., Comment: a few typos corrected, a few references added, matches the published version
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- 2023
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3. On the odderon mechanism for transverse single spin asymmetry in the Wandzura-Wilczek approximation
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Benić, Sanjin, Horvatić, Davor, Kaushik, Abhiram, and Vivoda, Eric Andreas
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High Energy Physics - Phenomenology - Abstract
We compute the transverse single spin asymmetry in forward $p^\uparrow p \to hX$ and $p^\uparrow A \to hX$ collisions from the odderon mechanism originally suggested by Kovchegov and Sievert [1]. Working in the hybrid approach of the Color Glass Condensate effective theory we firstly identify the relevant collinear parton distribution function (PDF) of the transversely polarized proton $p^\uparrow$ as the intrinsic twist-3 $g_T(x)$ distribution. We further argue that the complete polarized cross section also contains contributions from the kinematical and the dynamical twist-3 PDFs, in addition to the intrinsic twist-3 PDF. By restricting to the Wandzura-Wilczek approximation, where the dynamical twist-3 PDFs are dropped, we find that the odderon contribution to the polarized cross section for inclusive hadron production is exactly zero at the next-to-leading order in the strong coupling., Comment: 15 pages, 5 figures
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- 2022
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4. Classifying variety of customer's online engagement for churn prediction with mixed-penalty logistic regression
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Šimović, Petra Posedel, Horvatic, Davor, and Sun, Edward W.
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Statistics - Machine Learning ,Computer Science - Machine Learning ,Economics - Econometrics - Abstract
Using big data to analyze consumer behavior can provide effective decision-making tools for preventing customer attrition (churn) in customer relationship management (CRM). Focusing on a CRM dataset with several different categories of factors that impact customer heterogeneity (i.e., usage of self-care service channels, duration of service, and responsiveness to marketing actions), we provide new predictive analytics of customer churn rate based on a machine learning method that enhances the classification of logistic regression by adding a mixed penalty term. The proposed penalized logistic regression can prevent overfitting when dealing with big data and minimize the loss function when balancing the cost from the median (absolute value) and mean (squared value) regularization. We show the analytical properties of the proposed method and its computational advantage in this research. In addition, we investigate the performance of the proposed method with a CRM data set (that has a large number of features) under different settings by efficiently eliminating the disturbance of (1) least important features and (2) sensitivity from the minority (churn) class. Our empirical results confirm the expected performance of the proposed method in full compliance with the common classification criteria (i.e., accuracy, precision, and recall) for evaluating machine learning methods., Comment: This version is not sufficiently exhaustive; a wrong version of validation results has been released (using a wrong part of a dataset for validation)
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- 2021
5. Aspects of model dependence of eta'-eta complex treated by going beyond the isospin limit
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Horvatic, Davor, Klabucar, Dubravko, and Kekez, Dalibor
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High Energy Physics - Phenomenology ,Nuclear Theory - Abstract
Exploring the extent of model dependence, we study effects of certain Ansaetze for the T-dependence of the correction term in the QCD topological susceptibility. The one producing unwanted effects on results at T > 0 in the eta'-eta complex in the usual limit of isospin symmetry, is largely cured from its peculiar behavior and brought into agreement with the other, when breaking of isospin symmetry is allowed and the realistic quark mass ratio m_u/m_d = 0.50 is adopted., Comment: 8 pages, 4 figures
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- 2020
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6. A Dyson-Schwinger model beyond isospin limit prepared for investigating U_A(1)-breaking temperature dependence
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Horvatić, Davor, Kekez, Dalibor, and Klabučar, Dubravko
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High Energy Physics - Phenomenology ,Nuclear Theory - Abstract
Motivated by our earlier findings of sensitive quark-flavor dependence of QCD topological susceptibility on products of current quark masses and corresponding condensates, we allow the breaking of isospin symmetry. For the purpose of future investigations of U_A(1) symmetry breaking and restoration at T > 0, we perform (at T = 0) refitting of the quark-mass parameters of a phenomenologically successful effective model of low-energy QCD. It belongs to the class of separable-interaction models within the Dyson-Schwinger approach to the quark-antiquark substructure of mesons., Comment: 8 pages, 1 figure, 3 tables
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- 2020
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7. T-dependence of the axion mass when the U_A(1) and chiral symmetry breaking are tied
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Klabučar, Dubravko, Horvatić, Davor, and Kekez, Dalibor
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High Energy Physics - Phenomenology ,Nuclear Theory - Abstract
Modulo the scale of spontaneous breaking of Peccei-Quinn symmetry, the axion mass $m_a(T)$ is given by the QCD topological susceptibility ${\chi}(T)$ at all temperatures $T$. From an approach tying the $U_A(1)$ and chiral symmetry breaking and getting good $T$-dependence of ${\eta}$ and ${\eta}$ mesons, we get ${\chi}(T)$ for an effective Dyson-Schwinger model of nonperturbative QCD. Comparison with lattice results for ${\chi}(T)$, and thus also for $m_a(T)$, shows good agreement for temperatures ranging from zero up to the double of the chiral restoration temperature $T_c$., Comment: appolb.cls, 6 pages, 1 figure, condensed version of the part of arXiv:1909.09879 presented at Excited QCD 2019, to appear in Acta Physica Polonica B Proceedings Supplement
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- 2019
8. Driving processes of relative sea-level change in the Adriatic during the past two millennia: From local tectonic movements in the Dubrovnik archipelago (Jakljan and Šipan islands) to global mean sea level contributions (Central Mediterranean)
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Kaniewski, David, Marriner, Nick, Tomljenović, Bruno, Sečanj, Marin, Horvatić, Davor, Barešić, Jadranka, Morhange, Christophe, and Drysdale, Russell N.
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- 2023
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9. Temperature Dependence of the Axion Mass in a Scenario Where the Restoration of Chiral Symmetry Drives the Restoration of the $U_A(1)$ Symmetry
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Horvatić, Davor, Kekez, Dalibor, and Klabučar, Dubravko
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High Energy Physics - Phenomenology ,Nuclear Theory ,81V05, 81V25, 81Q40 - Abstract
The temperature ($T$) dependence of the axion mass is predicted for $T$'s up to $\sim 2.3 \times$ the chiral restoration temperature of QCD. The axion is related to the $U_A(1)$ anomaly. The squared axion mass $m_a(T)^2$ is, modulo the presently undetermined scale of spontaneous breaking of Peccei-Quinn symmetry $f_a$ (squared), equal to QCD topological susceptibility $\chi(T)$ for all $T$. We obtain $\chi(T)$ by using quark condensates calculated in two effective Dyson-Schwinger models of nonperturbative QCD. They exhibit the correct chiral behavior, including the dynamical breaking of chiral symmetry and its restoration at high $T$. This is reflected in the $U_A(1)$ symmetry breaking and restoration through $\chi(T)$. In our previous studies, such $\chi(T)$ yields the $T$-dependence of the $U_A(1)$-anomaly-influenced masses of $\eta'$ and $\eta$ mesons consistent with experiment. This in turn supports our prediction for the $T$-dependence of the axion mass. Another support is a rather good agreement with the pertinent lattice results. This agreement is not spoiled by our varying $u$ and $d$ quark mass parameters out of the isospin limit., Comment: 23 pages, 7 figures, title changed, references added, minor style and language changes, version published in Universe 5 (2019) no.10, 208
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- 2019
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10. $\eta'$ and $\eta$ mesons at high T when the U_A(1) and chiral symmetry breaking are tied
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Horvatić, Davor, Kekez, Dalibor, and Klabučar, Dubravko
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High Energy Physics - Phenomenology ,Nuclear Theory - Abstract
The approach to the eta'-eta complex employing chirally well-behaved quark-antiquark bound states and incorporating the non-Abelian axial anomaly of QCD through the generalization of the Witten-Veneziano relation, is extended to finite temperatures. Employing the chiral condensate has led to a sharp chiral and U_A(1) symmetry restoration, but with the condensates of quarks with realistic explicit chiral symmetry breaking, which exhibit a smooth, crossover chiral symmetry restoration in qualitative agreement with lattice QCD results, we get a crossover U_A(1) transition, with smooth and gradual melting of anomalous mass contributions. This way we obtain a substantial drop of the eta' mass around the chiral transition temperature, but no eta mass drop. This is consistent with the present empirical evidence., Comment: 11 pages, 5 figures. Revised version to be published in Phys. Rev. D. New references and some text corresponding to them added, the second section shortened, some typos corrected
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- 2018
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11. Lithophyllum rims as biological markers for constraining palaeoseismic events and relative sea-level variations during the last 3.3 ka on Lopud Island, southern Adriatic, Croatia
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, and Horvatić, Davor
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- 2021
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12. The cost of attack in competing networks
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Podobnik, Boris, Horvatic, Davor, Lipic, Tomislav, Perc, Matjaz, Buldu, Javier M., and Stanley, H. Eugene
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Computer Science - Social and Information Networks ,Physics - Physics and Society - Abstract
Real-world attacks can be interpreted as the result of competitive interactions between networks, ranging from predator-prey networks to networks of countries under economic sanctions. Although the purpose of an attack is to damage a target network, it also curtails the ability of the attacker, which must choose the duration and magnitude of an attack to avoid negative impacts on its own functioning. Nevertheless, despite the large number of studies on interconnected networks, the consequences of initiating an attack have never been studied. Here, we address this issue by introducing a model of network competition where a resilient network is willing to partially weaken its own resilience in order to more severely damage a less resilient competitor. The attacking network can take over the competitor nodes after their long inactivity. However, due to a feedback mechanism the takeovers weaken the resilience of the attacking network. We define a conservation law that relates the feedback mechanism to the resilience dynamics for two competing networks. Within this formalism, we determine the cost and optimal duration of an attack, allowing a network to evaluate the risk of initiating hostilities., Comment: 8 two-column pages, 6 figures, supplementary material; accepted for publication in Journal of the Royal Society Interface
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- 2015
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13. Relative sea-level change and climate change in the Northeastern Adriatic during the last 1.5 ka (Istria, Croatia)
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, Horvatić, Davor, and Macario, Kita
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- 2019
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14. Preferential Attachment in the Interaction between Dynamically Generated Interdependent Networks
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Podobnik, Boris, Horvatic, Davor, Dickison, Mark, and Stanley, H. Eugene
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Physics - Physics and Society ,Condensed Matter - Statistical Mechanics ,Computer Science - Social and Information Networks ,Quantitative Finance - Risk Management - Abstract
We generalize the scale-free network model of Barab\`asi and Albert [Science 286, 509 (1999)] by proposing a class of stochastic models for scale-free interdependent networks in which interdependent nodes are not randomly connected but rather are connected via preferential attachment (PA). Each network grows through the continuous addition of new nodes, and new nodes in each network attach preferentially and simultaneously to (a) well-connected nodes within the same network and (b) well-connected nodes in other networks. We present analytic solutions for the power-law exponents as functions of the number of links both between networks and within networks. We show that a cross-clustering coefficient vs. size of network $N$ follows a power law. We illustrate the models using selected examples from the Internet and finance., Comment: 8 pages, 4 figures
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- 2012
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15. The competitiveness versus the wealth of a country
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Podobnik, Boris, Horvatic, Davor, Kenett, Dror Y., and Stanley, H. Eugene
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Quantitative Finance - General Finance - Abstract
Politicians world-wide frequently promise a better life for their citizens. We find that the probability that a country will increase its {\it per capita} GDP ({\it gdp}) rank within a decade follows an exponential distribution with decay constant $\lambda = 0.12$. We use the Corruption Perceptions Index (CPI) and the Global Competitiveness Index (GCI) and find that the distribution of change in CPI (GCI) rank follows exponential functions with approximately the same exponent as $\lambda$, suggesting that the dynamics of {\it gdp}, CPI, and GCI may share the same origin. Using the GCI, we develop a new measure, which we call relative competitiveness, to evaluate an economy's competitiveness relative to its {\it gdp}. For all European and EU countries during the 2008-2011 economic downturn we find that the drop in {\it gdp} in more competitive countries relative to {\it gdp} was substantially smaller than in relatively less competitive countries, which is valuable information for policymakers., Comment: 11 pages, 7 figures, accepted for publication in Nature Scientific Reports
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- 2012
16. Quantifying and Modeling Long-Range Cross-Correlations in Multiple Time Series with Applications to World Stock Indices
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Wang, Duan, Podobnik, Boris, Horvatić, Davor, and Stanley, H. Eugene
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Quantitative Finance - Statistical Finance ,Physics - Physics and Society - Abstract
We propose a modified time lag random matrix theory in order to study time lag cross-correlations in multiple time series. We apply the method to 48 world indices, one for each of 48 different countries. We find long-range power-law cross-correlations in the absolute values of returns that quantify risk, and find that they decay much more slowly than cross-correlations between the returns. The magnitude of the cross-correlations constitute "bad news" for international investment managers who may believe that risk is reduced by diversifying across countries. We find that when a market shock is transmitted around the world, the risk decays very slowly. We explain these time lag cross-correlations by introducing a global factor model (GFM) in which all index returns fluctuate in response to a single global factor. For each pair of individual time series of returns, the cross-correlations between returns (or magnitudes) can be modeled with the auto-correlations of the global factor returns (or magnitudes). We estimate the global factor using principal component analysis, which minimizes the variance of the residuals after removing the global trend. Using random matrix theory, a significant fraction of the world index cross-correlations can be explained by the global factor, which supports the utility of the GFM. We demonstrate applications of the GFM in forecasting risks at the world level, and in finding uncorrelated individual indices. We find 10 indices are practically uncorrelated with the global factor and with the remainder of the world indices, which is relevant information for world managers in reducing their portfolio risk. Finally, we argue that this general method can be applied to a wide range of phenomena in which time series are measured, ranging from seismology and physiology to atmospheric geophysics., Comment: Accepted by Phys. Rev. E
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- 2011
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17. Cross-correlations between volume change and price change
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Podobnik, Boris, Horvatic, Davor, Petersen, Alexander M., and Stanley, H. Eugene
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Quantitative Finance - Statistical Finance ,Physics - Data Analysis, Statistics and Probability - Abstract
In finance, one usually deals not with prices but with growth rates $R$, defined as the difference in logarithm between two consecutive prices. Here we consider not the trading volume, but rather the volume growth rate $\tilde R$, the difference in logarithm between two consecutive values of trading volume. To this end, we use several methods to analyze the properties of volume changes $|\tilde R|$, and their relationship to price changes $|R|$. We analyze $14,981$ daily recordings of the S\&P 500 index over the 59-year period 1950--2009, and find power-law {\it cross-correlations\/} between $|R|$ and $|\tilde R|$ using detrended cross-correlation analysis (DCCA). We introduce a joint stochastic process that models these cross-correlations. Motivated by the relationship between $| R|$ and $|\tilde R|$, we estimate the tail exponent ${\tilde\alpha}$ of the probability density function $P(|\tilde R|) \sim |\tilde R|^{-1 -\tilde\alpha}$ for both the S\&P 500 index as well as the collection of 1819 constituents of the New York Stock Exchange Composite index on 17 July 2009. As a new method to estimate $\tilde\alpha$, we calculate the time intervals $\tau_q$ between events where $\tilde R>q$. We demonstrate that $\bar\tau_q$, the average of $\tau_q$, obeys $\bar \tau_q \sim q^{\tilde\alpha}$. We find $\tilde \alpha \approx 3$. Furthermore, by aggregating all $\tau_q$ values of 28 global financial indices, we also observe an approximate inverse cubic law., Comment: 7 pages, 5 figures
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- 2010
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18. Bankruptcy risk model and empirical tests
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Podobnik, Boris, Horvatic, Davor, Petersen, Alexander M., Urošević, Branko, and Stanley, H. Eugene
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Quantitative Finance - Risk Management ,Physics - Data Analysis, Statistics and Probability - Abstract
We analyze the size dependence and temporal stability of firm bankruptcy risk in the US economy by applying Zipf scaling techniques. We focus on a single risk factor-the debt-to-asset ratio R-in order to study the stability of the Zipf distribution of R over time. We find that the Zipf exponent increases during market crashes, implying that firms go bankrupt with larger values of R. Based on the Zipf analysis, we employ Bayes's theorem and relate the conditional probability that a bankrupt firm has a ratio R with the conditional probability of bankruptcy for a firm with a given R value. For 2,737 bankrupt firms, we demonstrate size dependence in assets change during the bankruptcy proceedings. Prepetition firm assets and petition firm assets follow Zipf distributions but with different exponents, meaning that firms with smaller assets adjust their assets more than firms with larger assets during the bankruptcy process. We compare bankrupt firms with nonbankrupt firms by analyzing the assets and liabilities of two large subsets of the US economy: 2,545 Nasdaq members and 1,680 New York Stock Exchange (NYSE) members. We find that both assets and liabilities follow a Pareto distribution. The finding is not a trivial consequence of the Zipf scaling relationship of firm size quantified by employees-although the market capitalization of Nasdaq stocks follows a Pareto distribution, the same distribution does not describe NYSE stocks. We propose a coupled Simon model that simultaneously evolves both assets and debt with the possibility of bankruptcy, and we also consider the possibility of firm mergers., Comment: 8 pages, 8 figures
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- 2010
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19. Scale invariant properties of public debt growth
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Petersen, Alexander M., Podobnik, Boris, Horvatic, Davor, and Stanley, H. Eugene
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Quantitative Finance - General Finance ,Physics - Data Analysis, Statistics and Probability ,Physics - Popular Physics ,Physics - Physics and Society - Abstract
Public debt is one of the important economic variables that quantitatively describes a nation's economy. Because bankruptcy is a risk faced even by institutions as large as governments (e.g. Iceland), national debt should be strictly controlled with respect to national wealth. Also, the problem of eliminating extreme poverty in the world is closely connected to the study of extremely poor debtor nations. We analyze the time evolution of national public debt and find "convergence": initially less-indebted countries increase their debt more quickly than initially more-indebted countries. We also analyze the public debt-to-GDP ratio R, a proxy for default risk, and approximate the probability density function P(R) with a Gamma distribution, which can be used to establish thresholds for sustainable debt. We also observe "convergence" in R: countries with initially small R increase their R more quickly than countries with initially large R. The scaling relationships for debt and R have practical applications, e.g. the Maastricht Treaty requires members of the European Monetary Union to maintain R < 0.6., Comment: 9 pages, 8 figures
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- 2010
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20. Students’ confusions about the electric field of a uniformly moving charge
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Žugec, Petar, primary, Horvatić, Davor, additional, and Smolić, Ivica, additional
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- 2023
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21. Modeling long-range cross-correlations in two-component ARFIMA and FIARCH processes
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Podobnik, Boris, Horvatic, Davor, Ng, Alfonso Lam, Stanley, H. Eugene, and Ivanov, Plamen Ch.
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Quantitative Finance - Statistical Finance ,Condensed Matter - Statistical Mechanics - Abstract
We investigate how simultaneously recorded long-range power-law correlated multi-variate signals cross-correlate. To this end we introduce a two-component ARFIMA stochastic process and a two-component FIARCH process to generate coupled fractal signals with long-range power-law correlations which are at the same time long-range cross-correlated. We study how the degree of cross-correlations between these signals depends on the scaling exponents characterizing the fractal correlations in each signal and on the coupling between the signals. Our findings have relevance when studying parallel outputs of multiple-component of physical, physiological and social systems., Comment: 8 pages, 5 figures, elsart.cls
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- 2007
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22. Violation of market efficiency in transition economies
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Podobnik, Boris, Grosse, Ivo, Horvatic, Davor, Ivanov, Plamen Ch, Jagric, Timotej, and Stanley, H. E.
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Physics - Physics and Society ,Quantitative Finance - Statistical Finance - Abstract
We analyze the European transition economies and show that time series for most of major indices exhibit (i) power-law correlations in their values, power-law correlations in their magnitudes, and (iii) asymmetric probability distribution. We propose a stochastic model that can generate time series with all the previous features found in the empirical data., Comment: 6 pages, 2 figures, conference proceedings
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- 2006
23. The Extended Chiral Quark Model in a Tamm-Dancoff Inspired Approximation
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Horvat, Dubravko, Horvatić, Davor, Podobnik, Boris, and Tadić, Dubravko
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High Energy Physics - Phenomenology - Abstract
A procedure inspired by the Tamm-Dancoff method is applied to the chiral quark model which has been extended to include additional degrees of freedom: a pseudoscalar isoscalar field as well as a triplet of scalar isovector fields. The simpler, generic $\sigma$ -- model has been used before as a test for the Tamm-Dancoff inspired approximation (TDIA). The extended chirial quark model is employed here to investigate possible novel effects of the additional degrees of freedom as well as to point out the necessesity to introduce a SU(3) flavour. Model predictions for the axial-vector coupling constant and for the nucleon magnetic moment obtained in TDIA are compared with experimental values., Comment: 14 pages, LaTeX
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- 2000
24. LATE HOLOCENE RELATIVE SEA-LEVEL CHANGE AND PALAEOEARTHQUAKES AT THE ELAFITI ISLANDS (SOUTHERN ADRIATIC, CROATIA)
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Faivre, Sanja, primary, Bakran-Petricioli, Tatjana, additional, Herak, Marijan, additional, Barešić, Jadranka, additional, and Horvatić, Davor, additional
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- 2023
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25. Odderon mechanism for transverse single spin asymmetry in the Wandzura-Wilczek approximation
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Benić, Sanjin, primary, Horvatić, Davor, additional, Kaushik, Abhiram, additional, and Vivoda, Eric Andreas, additional
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- 2022
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26. Lithophyllum rims as markers of palaeoseismic events and relative sea-level change in the Dubrovnik archipelago, Southern Adriatic, Croatia
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Faivre, Sanja, primary, Bakran-Petricioli, Tatjana, additional, Herak, Marijan, additional, Barešić, Jadranka, additional, Horvatić, Davor, additional, and Borković, Damir, additional
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- 2022
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27. Asymmetrie Lévy flight in financial ratios
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Podobnik, Boris, Valentinčič, Aljoša, Horvatić, Davor, and Stanley, H. Eugene
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- 2011
28. Late Holocene relative sea-level change and palaeoearthquakes at the Elafiti islands (Southern Adriatic, Croatia)
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Herak, Marijan, Barešić, Jadranka, Horvatić, Davor, and Borković, Damir
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Lythophilum rims ,Tidal notch ,Lithophaga lithophaga boreholes ,Palaeoearthquakes ,Palaeoshoreline ,Coseismic movements ,Dubrovnik ,Central Mediterranean Coastal geomorphology - Abstract
Littoral rims built by the coralline rhodophyte Lithophyllum byssoides are a particularly precise archive of relative sea-level histories (Laborel et al., 1983, 1994). Their vertical precision, in the microtidal environment, comes from the restricted environmental conditions of the alga as their living range is constrained around sea-level (Pérès and Picard, 1952, 1964). The temporal component is obtained through 14C dating. For construction of precise geochronologies from marine-derived carbon samples accurate calibration of radiocarbon dates is needed. In order to approach the 14C reservoir effect of the alga different studies have been engaged using samples of known age from museum collections (Faivre et al., 2015, 2019). The corrections of the marine radiocarbon reservoir effect (MRE) and local R (deviations from global average marine reservoir age of ocean surface waters) are fundamental particularly for the short, late Holocene sea- level and palaeoenvironmental chronologies. The Elafiti islands are located along the southern part of the eastern Adriatic coast between Dubrovnik and the Pelješac peninsula (Fig. 1). The island group consists of five major islands including the studied Lopud and Koločep islands. Studying algal rims together with tidal notches and Lithophaga lithophaga borehole upper limits, two elevated palaeoshorelines have been distinguished on Lopud, Koločep and Grebeni islands and islets. Detailed survey of relative sea-level markes allowed the distinction of seismotectonically uplifted sectors of coast. The established high-resolution geochronology based on 77 radiocarbon dates, enables to separate coseismic uplift events from periods of interseismic subsidence. Two successive major earthquakes affected approximately 5 km of coasts, in the Pelješac- Dubrovnik fault zone, with an uplift amplitude between 40 and 80 ± 15 cm per event (Fig. 2). The earlier, older events, caused larger displacements (60-80 cm), while the later, younger events, revealed on average lower displacements (40-55 cm) corresponding to the 1520 AD quake and the 1667 Dubrovnik earthquake (Fig. 2). The cumulative offsets increase from 0.57 ± 0.15 m at Lopud (Faivre et al., 2021a) to 1.00- 1.25 ± 0.15 m at Koločep and Grebeni (Faivre et al., 2021b). After correction for local coseismic displacements, the sea-level trends were quantified with full consideration of the available uncertainty at Lopud island (Faivre et al., 2021a) what allow us to approach the drivers of relative sea-level change in the Southern Adriatic. This high-resolution study confirmed the precision of L. byssoides bioconstructions not only in studies of relative sea-level variations but also in the studies of palaeoearthquakes in seismotectonically active areas. Also, thanks to high resolution geochronology of algal rims, we were able to approach the morphogenesis and trace the evolution of tidal notches in the studied area. This research was supported by Croatian Science Foundation project HRZZ-IP-2019-04-9445 – Relative sea-level change and climate change along the eastern Adriatic coast – SEALeveL.
- Published
- 2022
29. Cross-Correlations between Volume Change and Price Change
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Podobnik, Boris, Horvatic, Davor, Petersen, Alexander M., and Stanley, H. Eugene
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- 2009
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30. Establishing high resolution geochronology using algal rims in relative-sea level studies – Examples from the eastern Adriatic coast
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, and Horvatić, Davor
- Subjects
Geochronology ,14C ,algal rims ,Adriatic - Abstract
Among fixed biological indicators, bio- constructions formed by the alga Lithophyllum byssoides, are one of the best sea-level indicators on rocky coasts. Their vertical precision (±10 cm) in microtidal environment comes from the restricted environmental conditions of the alga as its living range is constrained around sea level. In order to approach the 14C reservoir effect which could have an important influence on the final 14C results we engaged different studies of marine radiocarbon reservoir effects (MRE) of the alga and shells in the Adriatic and in the other parts of the Mediterranean using samples of known age from museum collections. The corrections of MRE and local R are fundamental particularly for the short, late Holocene sea- level and palaeoenvironmental chronologies. Here we present examples of precise relative sea-level (RSL) reconstructions for the past 3000 yrs based on the studies of Lithophyllum rims from Istrian peninsula in the northern, and from Lopud Island in the southern Adriatic. The chronologies were based on 47 (in Istria) and 23 (at Lopud Island) radiocarbon dates which were accurately calibrated in order to provide precise relative sea-level curves, to relate sea-level changes to periods of climate changes and to try to distinguish land- level changes in the studied area. The RSL reconstructions were quantitatively analysed using an error in-variables integrated Gaussian process (EIV-IGP) model to identify sea-level trends with full consideration of the available uncertainty. The high-resolution geochronology obtained at Lopud Island allows us to distinguish the effects of coseismic movements on RSL histories what confirmed the precision of L. byssoides bioconstructions not only in the studies of relative sea-level variations but also in the studies of palaeoearthquakes in seismotectonically active areas. Also, it confirmed the importance of precise determination of marine radiocarbon reservoir age of the alga as the geomorphologic consequences of known AD 1667 Dubrovnik earthquake could be accurately determined. Consequently, the study of algal rims could also allow assessment of palaeoseismicity. This research was supported by Croatian Science Foundation project: HRZZ-IP-2019- 04-9445 – Relative sea-level change and climate change along the eastern Adriatic coast – SEALeveL.
- Published
- 2021
31. Relative sea-level change and palaeoearthquakes at Lopud island (Dubrovnik archipelago, Southern Adriatic, Croatia)
- Author
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, and Horvatić, Davor
- Subjects
Lythophilum byssoides ,Tidal notch ,Coastal geomorphology ,1667 CE Dubrovnik earthquake - Abstract
Fixed sea-level indicators represent one of the best lines of evidence of RSL change as they always occur within a restricted elevation range with respect to the surface of the sea. The coralline alga Lithophyllum byssoides can, in favourable conditions, construct algal rims revealed to be a good proxy record suitable for reconstructions of relative sea-level change. The vertical precision of L. byssoides in the microtidal environment comes from the restricted environmental conditions of the alga, while the 14C dating allowed precise geochronological control since the marine radiocarbon reservoir effect was determined. A detailed survey of Lopud Island allowed the distinction of seismotectonically uplifted sector of coast. The established high-resolution geochronology enables to separate coseismic uplift events from periods of interseismic subsidence. Consequently, we provide the first reconstruction of assumed number, timing, and displacements of past seismic events. The most important uplift occurred in well-known AD 1667 Dubrovnik earthquake. After correction for local coseismic displacements, the sea-level trends were quantified with full consideration of the available uncertainty. This high-resolution study confirmed the precision of L. byssoides bioconstructions not only in studies of RSL variations but also in the studies of palaeoearthquakes in seismotectonically active areas. This research was supported by Croatian Science Foundation project HRZZ-IP-2019-04-9445 – Relative sea-level change and climate change along the eastern Adriatic coast – SEALeveL.
- Published
- 2021
32. Sreća
- Author
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Žugec, Petar and Horvatić, Davor
- Subjects
sreća, trud, uspjeh, geometrijska vjerojatnost - Abstract
U članku analiziramo model uspjeha koji se temelji na doprinosu sreće i truda, s posebnim naglaskom na ulogu sreće u uspjehu najuspješnijih ljudi.
- Published
- 2021
33. Lithophyllum rims as markers of relative sea-level change and palaeoearthquakes along the eastern Adriatic coast
- Author
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, and Horvatić, Davor
- Subjects
Lithophyllum rims, sea-level, palaeoearthquakes, Adriatic - Abstract
Coralline algae are the most significant framework builders outside the coral-reef belt (Blanc and Molinier, 1955 ; Huvé, 1970). Among them, littoral rims built by the coralline rhodophyte Lithophyllum byssoides are a particularly precise archive of relative sea-level histories (Laborel et al., 1994). Their vertical precision, in the microtidal environment, comes from the restricted environmental conditions of the alga as their living range is constrained around sea-level (Pérès and Picard, 1952, 1964). The temporal component is obtained through 14C dating, consequently vertical and temporal components allow the construction of precise geochronologies. Their potential has been up to now underutilized due to the unresolved question of size of the marine radiocarbon reservoir effect (MRE), prerequisite for accurate calibration of dates obtained from marine-derived carbon samples. In order to approach the 14C reservoir effect different studies of MRE of the alga and shells in the Adriatic and in the other parts of the Mediterranean have been engaged using samples of known age from museum collections (Faivre et al., 2015, 2019a). The corrections of MRE and local R are fundamental particularly for the short, late Holocene sea-level and palaeoenvironmental chronologies. This have been demonstrated in the study of RSL change in Istria in the northern Adriatic (Faivre et al., 2019b) and confirmed in the study of Lopud Island in the southern Adriatic (Faivre et al., 2021). On the Istrian peninsula the high resolution relative sea-level (RSL) reconstruction, based on 47 radiocarbon dates, has been done for the past 1500 yr (Faivre et al., 2019b) what allows to relate sea-level changes to periods of climate changes and to distinguish land-level changes in the studied area. To identify sea-level trends with full consideration of the available uncertainty, the RSL reconstruction was quantitatively analysed using an error in- variables integrated Gaussian process (EIV-IGP) model based on Cahill et al. (2015). A detailed survey of Lopud Island in the Southern Adriatic allowed the distinction of seismotectonically uplifted sector of coast. The established high-resolution algal rim geochronology (based on 23 AMS radiocarbon dates) enable to separate the Late Holocene transgression periods from seismically triggered regression events. Consequently, we distinguished local tectonic uplift (the local non-linear component of RSL change) and provide the first reconstruction of assumed number, timing, and displacements of past seismic events. The most important uplift occurred in well-known AD 1667 Dubrovnik earthquake (Faivre et al., 2021). After correction for local coseismic displacements the sea-level trends with full consideration of the available uncertainty were quantified using an Errors-In- Variables Integrated Gaussian Process model, like in Istria, what allow us to approach the drivers of relative sea-level change and to compare the results. This high-resolution geochronology obtained at Lopud Island allows us to distinguish the effects of coseismic movements on RSL histories what confirmed the precision of L. byssoides bioconstructions not only in the studies of RSL variations but also in the studies of palaeoearthquakes in seismotectonically active areas. This research was supported by Croatian Science Foundation project HRZZ-IP-2019-04-9445 – Relative sea-level change and climate change along the eastern Adriatic coast – SEALeveL.
- Published
- 2021
34. Modeling long-range cross-correlations in two-component ARFIMA and FIARCH processes
- Author
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Podobnik, Boris, Horvatic, Davor, Lam Ng, Alfonso, Eugene Stanley, H., and Ivanov, Plamen Ch.
- Published
- 2008
- Full Text
- View/download PDF
35. Corrigendum to “Relative sea-level change and climate change in the Northeastern Adriatic during the last 1.5 ka (Istria, Croatia)” [Quat. Sci. Rev. 222 (2019) 105909]
- Author
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, Horvatić, Davor, and Macario, Kita
- Published
- 2020
- Full Text
- View/download PDF
36. Human-Centric AI: The Symbiosis of Human and Artificial Intelligence
- Author
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Horvatić, Davor, primary and Lipic, Tomislav, additional
- Published
- 2021
- Full Text
- View/download PDF
37. Benchmarking Attention-Based Interpretability of Deep Learning in Multivariate Time Series Predictions
- Author
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Barić, Domjan, primary, Fumić, Petar, additional, Horvatić, Davor, additional, and Lipic, Tomislav, additional
- Published
- 2021
- Full Text
- View/download PDF
38. A Dyson-Schwinger model beyond isospin limit
- Author
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Horvatić, Davor, primary, Kekez, Dalibor, additional, and Klabučar, Dubravko, additional
- Published
- 2020
- Full Text
- View/download PDF
39. Aspects of model dependence of $$\eta '$$–$$\eta $$ complex treated by going beyond the isospin limit
- Author
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Horvatić, Davor, primary, Kekez, Dalibor, additional, and Klabučar, Dubravko, additional
- Published
- 2020
- Full Text
- View/download PDF
40. Applications of experts’ judgement to derive structure-biodegradation relationships
- Author
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Gamberger, Dragan, Horvatić, Davor, Sekušak, Sanja, and Sabljić, Aleksandar
- Published
- 1996
- Full Text
- View/download PDF
41. <math><mrow><msup><mrow><mi>η</mi></mrow><mrow><mo>′</mo></mrow></msup></mrow></math> and <math><mi>η</mi></math> mesons at high <math><mi>T</mi></math> when the <math><msub><mi>U</mi><mi>A</mi></msub><mo>(</mo><mn>1</mn><mo>)</mo></math> and chiral symmetry breaking are tied
- Author
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Horvatić, Davor, Kekez, Dalibor, and Klabučar, Dubravko
- Subjects
High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,Computer Science::Digital Libraries - Abstract
The approach to the η′−η complex employing chirally well-behaved quark-antiquark bound states and incorporating the non-Abelian axial anomaly of QCD through the generalization of the Witten-Veneziano relation is extended to finite temperatures. Employing the chiral condensate has led to a sharp chiral and UA(1) symmetry restoration, but with the condensates of quarks with realistic explicit chiral symmetry breaking—which exhibit a smooth, crossover chiral symmetry restoration in qualitative agreement with lattice QCD results—we get a crossover UA(1) transition with a smooth and gradual melting of anomalous mass contributions. In this way, we obtain a substantial decrease in the η′ mass around the chiral transition temperature, but no decrease in the η mass. This is consistent with current empirical evidence.
- Published
- 2019
42. 34. ljetna škola mladih fizičara Veli Lošinj, 17. - 23. lipnja 2019. g
- Author
-
Horvatić, Davor
- Subjects
PRIRODNE ZNANOSTI. Fizika ,fizika ,ljetna škola ,NATURAL SCIENCES. Physics - Published
- 2019
43. Reconstruction of the 1.5 ka relative sea-level change and climate change in the northeastern Adriatic using geochronological tools
- Author
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Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, Horvatić, Davor, and EGU Team
- Subjects
sea-level change ,algal rims ,marine radiocarbon reservoir age - Abstract
Accurate age determination is a crucial variable in the study of past global environmental changes, which contributes to our ability to predict future changes. Growing interest in predicting relative sea level changes and identifying causes requires precise knowledge about past changes. Coralline algae are the most significant framework builders outside the coral- reef belt. Among them, littoral rims built by the coralline rhodophyte Lithophyllum byssoides are a particularly precise archive of relative sea- level histories in the microtidal environment. Their potential has been underutilized due to the unresolved question of the size of the marine radiocarbon reservoir effect (MRE), which is needed for accurate calibration of dates obtained from marine-derived carbon samples. Because this intertidal alga is submerged during high tide and exposed to the atmosphere during low tide there are questions regarding the source of the carbon it uses and the level of MRE. Previous research assumes that rim building alga Lithophyllum byssoides do not appear to be subject to any kind of reservoir effect. However, today it is generally accepted that all organisms containing marine carbon demonstrate some form of radiocarbon reservoir effect. Consequently, here we provide direct evidence regarding the L. byssoides MRE based on samples of known age from museum collections and of the importance of the precise knowledge of the MRE (or R(t)) of the organism in the studies of relative sea- level change. The latest research on relative sea-level change along the eastern Adriatic has been centred on algal rims. Here we present new precise relative sea-level reconstruction for the past 1500 yr based on the study of four algal rims from the Istrian peninsula. The chronology is based on 47 radiocarbon dates which were accurately calibrated in order to provide precise relative sea-level curve, to relate the sea level changes to periods of climate changes and to try to distinguish land-level changes in the studied area. The relative sea-level reconstruction was quantitatively analysed using an error in- variables integrated Gaussian process (EIV-IGP) model to identify sea-level trends with full consideration of the available uncertainty. The data from the algal rims enabled the quantification of the relative sea-level rates through the studied period and the distinction of four phases of relative sea- level changes. Furthermore, L. byssoides 18O records show that those periods of different sea-level changes can be related to changes in temperature and to periods of rapid climate changes. This research was supported by the Croatian Science Foundation (project no. HRZZ- IP-11- 2013-1623, Reconstruction of the Quaternary environment in Croatia using isotope methods – REQUENCRIM) and by University of Zagreb Grants. We would also like to thank the Muséum National d’Histoire Naturelle in Paris, especially Bruno de Reviers, for providing algal samples from its collections. We also thank Universitat Hamburg, Biozentrum Klein Flottbek und Botanischer Garten, Dr. Matthias Schultz (curator at Herbarium Hamburgense) as well as Naturhistorisches Museum, Wien (Dr. Anton Igersheim, Curator of the Cryptogamic Collection) for kindly providing samples without which this study could not be effectuated.
- Published
- 2019
44. η′ and η mesons at high T when the U_A(1) and chiral symmetry breaking are tied
- Author
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Horvatić, Davor, Kekez, Dalibor, and Klabučar, Dubravko
- Subjects
PRIRODNE ZNANOSTI. Fizika ,nonperturbative ,QCD ,anomaly ,U_A(1) symmetry ,bound states ,Physics ,High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,Bound states ,NATURAL SCIENCES. Physics - Abstract
The approach to the η′−η complex employing chirally well-behaved quark-antiquark bound states and incorporating the non-Abelian axial anomaly of QCD through the generalization of the Witten-Veneziano relation is extended to finite temperatures. Employing the chiral condensate has led to a sharp chiral and UA(1) symmetry restoration, but with the condensates of quarks with realistic explicit chiral symmetry breaking— which exhibit a smooth, crossover chiral symmetry restoration in qualitative agreement with lattice QCD results—we get a crossover UA(1) transition with a smooth and gradual melting of anomalous mass contributions. In this way, we obtain a substantial decrease in the η′ mass around the chiral transition temperature, but no decrease in the η mass. This is consistent with current empirical evidence.
- Published
- 2019
45. T-dependence of the axion mass from the tied U_A(1) and chiral symmetry restoration
- Author
-
Klabučar, Dubravko, Horvatić, Davor, and Kekez, Dalibor
- Subjects
High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,axion ,mass temperature ,QCD U_A(1) ,chiral symmetry restoration - Abstract
Up to the scale of the spontaneous breaking of Peccei-Quinn symmetry, the axion mass M_a is determined by the QCD topological susceptibility χ(T) at all temperatures T. Using an approach tying the U_A(1) and chiral symmetry breaking, we calculate χ(T) for an effective Dyson-Schwinger model of nonperturbative QCD and obtain a good agreement with lattice results for χ(T), and thus also for M_a(T), for T as high as twice the chiral restoration temperature. The axion mass follows the dictate of the QCD topological susceptibility from vanishing T over the chiral phase transition to hight T where the chiral and U_A(1) symmetries are restored. Our prediction is additionally supported by the fact that our topological susceptibility yields the T-dependence of the U_A(1) anomaly- influenced masses of η' and η mesons which is consistent with experimental evidence.
- Published
- 2019
46. How, how much, and when are U_A (1) and chiral symmetry restored: T-dependence of axions, η and η'
- Author
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Klabučar, Dubravko, Horvatić, Davor, and Kekez, Dalibor
- Subjects
High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,QCD topological susceptibility ,temperature dependence ,axion, η' and η meson masses ,axial anomaly ,chiral symmetry restoration - Abstract
We express the QCD topological susceptibility χ(T) through quark condensates calculated in two effective Dyson-Schwinger models of nonperturbative QCD. They exhibit the correct chiral behavior, including the dynamical breaking of chiral symmetry and its restoration at high temperature T. This is reflected in the U_A(1) symmetry breaking and restoration through χ(T), which yields the T-dependence of the U_A(1)-anomaly-influenced masses of η' and η mesons consistent with experiment. This in turn supports our prediction for the T- dependence of the axion mass. Another support is a rather good agreement with the pertinent lattice results.
- Published
- 2019
47. How, how much, and when are U_A (1) and chiral symmetry restored: η' , η and axions
- Author
-
Klabučar, Dubravko, Horvatić, Davor, and Kekez, Dalibor
- Subjects
High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,QCD topological susceptibility ,temperature dependence ,axion ,η' and η meson masses ,axial anomaly ,chiral symmetry restoration - Abstract
We express the QCD topological susceptibility χ(T) through quark condensates calculated in two effective Dyson-Schwinger models of nonperturbative QCD. They exhibit the correct chiral behavior, including the dynamical breaking of chiral symmetry and its restoration at high temperature T. This is reflected in the U_A(1) symmetry breaking and restoration through χ(T), which yields the T-dependence of the U_A(1)-anomaly-influenced masses of η' and η mesons consistent with experiment. This in turn supports our prediction for the T- dependence of the axion mass. Another support is a rather good agreement with the pertinent lattice results. This agreement is not spoiled by our varying u and d quark mass parameters out of the isospin limit.
- Published
- 2019
48. Algal rims as markers of late Holocene relative sea-level change and climate change in the northeastern Adriatic (Istria, Croatia)
- Author
-
Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, and Horvatić, Davor
- Subjects
sea-level change ,climate change ,algal rims ,Istria ,Croatia - Abstract
One of the best sea-level indicators on rocky coasts in the microtidal environment are bio- constructions formed by the alga Lithophyllum byssoides, called Lithophyllum rims. Their vertical precision (±10 cm) comes from the restricted environmental conditions of the alga as their living range is constrained around sea level. The alga thus creates the highest biogenic build-up in the Mediterranean. Consequently, the latest research on relative sea-level change along the eastern Adriatic has been centred on algal rims. Here we present new precise relative sea-level (RSL) reconstruction for the past 1500 yr based on the study of four algal rims on the Istrian peninsula. The chronology is based on 47 radiocarbon dates which were accurately calibrated in order to provide precise relative sea-level curve, to relate sea level changes to periods of climate changes and to try to distinguish land-level changes in the studied area. The RSL reconstruction was quantitatively analysed using an error in-variables integrated Gaussian process (EIV-IGP) model to identify sea- level trends with full consideration of the available uncertainty. The data from the algal rims enabled the distinction of four phases of relative sea- level (RSL) changes. The rims from the southern Istrian coast show that RSL was almost stable during the Early Middle Ages. After AD 1000, during the Medieval Climate Anomaly (MCA) the RSL rise at a rate of 0.8 mm/y. The following Little Ice Age period, LIA I interval, is again characterised by the relative sea level stability which allows the rims at the southern coast to reach the width of 40 to 80 cm at its highest parts. After AD 1600 on the southern coast the major rim building phase is stopped. On the other side, along the eastern coast of Istria the rim building favourable conditions are achieved only after AD 1400 but the growth is very limited as favourable periods are obviously very short. Between AD 1600 and 1750, during the colder LIA II interval, algal rims do not form. From the second part of the 19th century the RSL rise again. Following the correction for estimated land- level changes during the MCA the sea level rise at a rate of 0.5 mm/y assumed to be a consequence of the Medieval warmth. This increased RSL rise during the MCA was already previously observed in the Central Adriatic. Furthermore, L. byssoides δ18O records show that those periods of different sea-level changes are generally consistent with changes in temperature and with periods of rapid climate changes. This research was supported by the Croatian Science Foundation (project no. HRZZ-IP-11- 2013-1623, Reconstruction of the Quaternary environment in Croatia using isotope methods – REQUENCRIM) and by University of Zagreb Grants.
- Published
- 2019
49. Algni vijenci kao markeri relativne promjene morske razine i klimatskih promjena u Istri
- Author
-
Faivre, Sanja, Bakran-Petricioli, Tatjana, Barešić, Jadranka, Horvatić, Davor, Macario, Kita, Orešić, D., Lončar, J., and Maradin, M.
- Subjects
algni vijenci ,relativna promjena morske razine ,plimne potkapine ,Istra ,Jadran - Abstract
U ovom radu rekonstruirana je relativna promjena morske razine na području Istre. Analizirane su četiri algne strukture na tri lokacije, dvije strukture na području južne Istre i dvije na području istočne istarske obale. Dobiveni podaci omogućuju distinkciju četiriju osnovnih faza promjena morske razine koje možemo povezati s fazama brzih klimatskih promjena. Dobiveni su rezultati potom povezani s drugim indikatorima promjena morske razine u Jadranu.
- Published
- 2019
50. T-dependence of η' and η masses and the restorations of the U_A(1) and the SU_A(3) chiral symmetry
- Author
-
Klabučar, Dubravko, Horvatić, Davor, and Kekez, Dalibor
- Subjects
High Energy Physics::Lattice ,High Energy Physics::Phenomenology ,U_A(1) and SU_A(3) chiral symmetry ,QCD ,η' ,η mesons ,temperature dependence - Abstract
The approach to the η'-η complex using chirally well-behaved quark-antiquark pseudoscalar bound-state solutions and incorporating the non-Abelian axial anomaly of QCD through the generalization of the Witten-Veneziano relation, is extended to finite temperatures. Employing the chiral condensate has led to a sharp chiral and U_A(1) symmetry restoration. However, with the condensates of quarks with realistic explicit chiral symmetry breaking, which exhibit a smooth, crossover chiral symmetry restoration in qualitative agreement with lattice QCD results, we get a crossover U_A(1) transition, with smooth and gradual melting of anomalous mass contributions. This way we obtain a substantial drop of the η' mass around the chiral transition temperature, but no η mass drop, in agreement with the present empirical evidence.
- Published
- 2019
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