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We compare numerical self-force results and analytical fourth-order post-Minkowskian (PM) calculations for hyperbolic-type scattering of a point-like particle carrying a scalar charge $Q$ off a Schwarzschild black hole, showing a remarkably good agreement. Specifically, we numerically compute the scattering angle including the full $O(Q^2)$ scalar-field self-force term (but ignoring the gravitational self-force), and compare with analytical expressions obtained in a PM framework using scattering-amplitude methods. This example provides a nontrivial, high-precision test of both calculation methods, and illustrates the complementarity of the two approaches in the context of the program to provide high-precision models of gravitational two-body dynamics. Our PM calculation is carried out through 4PM order, i.e., including all terms through $O(Q^2 G^3)$. At the fourth post-Minkowskian order the point-particle description involves two a-priori undetermined coefficients, due to contributions from tidal effects in the model under consideration. These coefficients are chosen to align the post-Minkowskian results with the self-force ones., 53 pages, 11 figures, 7 tables; v2 matches published version

Additional file 1.

The geometry of field space governs on-shell scattering amplitudes. We formulate a geometric description of effective field theories which extends previous results for scalars and gauge fields to fermions. The field-space geometry reorganizes and simplifies the computation of quantum loop corrections. Using this geometric framework, we calculate the fermion loop contributions to the renormalization group equations for bosonic operators in the Standard Model Effective Field Theory up to mass dimension eight., Comment: 28 pages

Additional file 2: Fig. S1. The mRNA levels of markers for M1 macrophage (a) IL-1β and (b) TLR-2, and (c) the marker for M2 macrophage CCL22, measured in the macrophages after the differentiation according to the protocols described in the Materials and Methods section. The data are from three independent experiments. ***, P < 0.005; *, P < 0.05 in comparison with those in THP-1 cells (post hoc Tukey’s test). Fig. S2. The ELISA results of EGF in (a) the conditioned media (CMs) of the THP-1 cells and macrophages, and (b) the CM of PANC-1 cells cultured in the macrophage CMs for 48 hours. The data are from three independent experiments. (c) The calibration curve of the optical density (OD) vs. the EGF concentrations. From this calibration curve, we learned that the EGF concentrations in panels (a) and (b) are all below the detection limit of ELISA. The ELISA kit was DY 236, DuoSet ELISA (R&D Systems, Minneapolis, MN, USA). The absorbance of the analytes were measured with a plate reader (Synergy 2, BioTek Instruments). Fig. S3. Formation of TNTs between two PANC-1 cells originally in contact (indicated by an arrow in the image at 0 min) in the M0 CM. This process is consistent with the “cell dislodgement” TNT formation mechanism. Fig. S4. Co-localization of kinesin (red) with the mitochondria (green) within a TNT. Most of the bright mitochondria were co-localized with the kinesin signal. The mitochondria were fused with green fluorescence protein in a stable cloned PANC-1 cell line. The kinesin was labeled with rabbit antibody (ab5629, abcam) then probed with DyLight 650-conjugated secondary antibody (ab96886, abcam).

Using scattering amplitudes, we obtain the potential contributions to conservative binary dynamics in general relativity at fourth post-Minkowskian order O(G⁴). As in previous lower-order calculations, we harness powerful tools from the modern scattering amplitudes program including generalized unitarity, the double copy, and advanced multiloop integration methods, in combination with effective field theory. The classical amplitude involves polylogarithms with up to transcendental weight two and elliptic integrals. We derive the radial action directly from the amplitude, and determine the corresponding Hamiltonian in isotropic gauge. Our results are in agreement with known overlapping terms up to sixth post-Newtonian order, and with the probe limit. We also determine the post-Minkowskian energy loss from radiation emission at O(G³) via its relation to the tail effect.

Using scattering amplitudes, we obtain the potential contributions to conservative binary dynamics in general relativity at fourth post-Minkowskian order, ${\cal O}(G^4)$. As in previous lower-order calculations, we harness powerful tools from the modern scattering amplitudes program including generalized unitarity, the double copy, and advanced multiloop integration methods, in combination with effective field theory. The classical amplitude involves polylogarithms with up to transcendental weight two and elliptic integrals. We derive the radial action directly from the amplitude, and determine the corresponding Hamiltonian in isotropic gauge. Our results are in agreement with known overlapping terms up to sixth post-Newtonian order, and with the probe limit. We also determine the post-Minkowskian energy loss from radiation emission at ${\cal O}(G^3)$ via its relation to the tail effect., Comment: 5 pages + references, 2 figures, 1 table. Hamiltonian coefficients in Mathematica attachment. v2: published version

Squaraine dyes have attracted more attention in the past decade due to their strong and narrow absorption and fluorescence along with the easily functionalized molecular structure. One successful approach of core functionalization is to replace one oxygen of the squaric carbonyl group with a dicyanomethylene group, which shifts the absorption and emission into the near infrared (NIR) region and at the same time leads to a rigid, planar structure with C2v symmetry. However, such squaraines tend to aggregate cofacially in solution due to dispersion forces and dipole-dipole interactions, usually leading to H-type exciton coupling with undesired blue-shifted spectrum and quenched fluorescence. Therefore, the goal of my research was the design of dicyanomethylene-substituted squaraine dyes that self-assemble into extended aggregates in solution with J-type coupling, in order to retain or even enhance their outstanding optical properties. Toward this goal, bis(squaraine) dyes were envisioned with two squaraine units covalently linked to trigger a slip-stacked packing motif within the aggregates to enable J-type coupling. In my first project, bis(squaraine) dye BisSQ1 was synthesized, in which two dicyanomethylene squaraine chromophores are covalently linked. Concentration and temperature-dependent UV/Vis/NIR spectroscopy experiments reveal that BisSQ1 undergoes cooperative self-assembly resulting in J-type aggregates in a solvent mixture of toluene/1,1,2,2-tetrachloroethane (TCE) (98:2, v/v). The J type exciton coupling is evident from the significantly red shifted absorption maximum at 886 nm and the fluorescence peak at 904 nm. In conclusion, this was a first example to direct squaraine dye aggregation in solution to the more desired slip-stacked packing leading to J-type exciton coupling by simply connecting two dyes in a head-to-tail bis chromophore structure. Connecting two squaraine dyes with an additional phenylene spacer (BisSQ2) leads to two different polymorphs with very distinct absorption spectra upon cooling down a solution of BisSQ2 in a solvent mixture of toluene/TCE (98:2, v/v) with different rates. Accordingly, rapid cooling resulted in rigid helical nanorods with an absorption spectrum showing a panchromatic feature, while slow cooling led to a sheet-like structure with a significant bathochromic shift in the absorption spectrum. It was discovered that the conventional molecular exciton model failed to explain the panchromatic absorption features of the nanorods for the given packing arrangement, therefore more profound theoretical investigations based on the Essential States Model (ESM) were applied to unveil the importance of intermolecular charge transfer (ICT) to adequately describe the panchromatic absorption spectrum. Moreover, the red-shift observed in the spectrum for the sheet-like structure can be assigned to the interplay of Coulomb coupling and ICT-mediated coupling. Furthermore, the same bis-chromophore strategy was adopted for constructing an NIR-II emitter with a bathochromically-shifted spectrum. In chloroform, BisSQ3 exhibits an absorption maximum at 961 nm with a significant bathochromic shift (1020 cm−1) compared to the reference mono-squaraine SQ, indicating intramolecular J-type coupling via head-to-tail arrangement of two squaraine dyes. Moreover, BisSQ3 shows a fluorescence peak at 971 nm with a decent quantum yield of 0.33%. In less polar toluene, BisSQ3 self-assembles into nanofibers with additional intermolecular J-type coupling, causing a pronounced bathochromic shift with absorption maximum at 1095 nm and a fluorescence peak at 1116 nm. Thus, connecting two quinoline-based squaraines in a head-to-tail fashion leads to not only intra-, but also intermolecular J-type exciton coupling, which serves as a promising strategy to shift the absorption and emission of organic fluorophores into the NIR-II window while retaining decent quantum yields. In conclusion, my research illustrates based on squaraine dyes how a simple modification of the molecular structure can significantly affect the aggregation behavior and further alter the optical properties of dye aggregates. Elongated supramolecular structures based on dicyanomethylene substituted squaraine dyes were successfully established by covalently linking two squaraine units to form a bis-chromophore structure. Then, a simple but efficient general approach was established to direct squaraine dye aggregation in solution to the more desired slip-stacked packing leading to J-type exciton coupling by directly connecting two squaraine dyes in a head-to-tail fashion without spacer units. Moreover, the additional spacer between the squaraine dyes in BisSQ2 allowed different molecular conformations, which leads to two different morphologies depending on the cooling rates for a hot solution. Hence, this is a promising strategy to realize supramolecular polymorphism. In general, it is expected that the concept of constructing J-aggregates by the bis-chromophore approach can be extended to entirely different classes of dyes since J-aggregates possess a variety of features such as spectral shifts into the NIR window, fluorescence enhancement, and light harvesting, which are commonly observed and utilized for numerous fundamental studies and applications. Moreover, the insights on short-range charge transfer coupling for squaraine dyes is considered of relevance for all materials based on alternating donor-acceptor π-systems. The panchromatic spectral feature is in particular crucial for acceptor-donor-acceptor (ADA) dyes, which are currently considered as very promising materials for the development of bulk heterojunction solar cells., Squarainfarbstoffe haben in den letzten Jahren aufgrund ihrer hervorragenden optischen Eigenschaften, zu denen ein Cyanin-ähnliches Absorptions- und Fluoreszenzverhalten zählt, in Kombination mit einer leicht funktionalisierbaren Molekülstruktur immer mehr Aufmerksamkeit auf sich gezogen.22 Ein erfolgreicher Ansatz der Kernfunktionalisierung besteht darin, ein Sauerstoffatom der Quadratsäure-Carbonylgruppe durch eine Dicyanomethyleneinheit zu ersetzen, was die Absorption und Emission in den nahen infraroten (NIR-) Bereich verschiebt und gleichzeitig zu einer starren planaren Struktur mit C2v Symmetrie und einem Grundzustandsdipolmoment führt.27 Diese Eigenschaften haben sich als vorteilhaft für die π-π-Aggregation von diesen Squarainen auf G-Quadruplex (G4) Strukturen erwiesen, wie in Kapitel 6 beschrieben. Solche Squaraine neigen jedoch zur Bildung von Dimeren oder kleinen Aggregaten in Lösung mit kofazialen Chromophoranordnungen aufgrund Dispersionskräften und Dipol-Dipol-Wechselwirkungen. Dies resultiert in der Regel zu einer H-artigen exzitonischen Kopplung mit unerwünschten, blauverschobenen Absorptionsbanden und gelöschter Fluoreszenz.28 Daher war das Ziel dieser Dissertation, Dicyanomethylen-substituierte Squarainfarbstoffe zu entwickeln, die sich in Lösung zu verlängerten Aggregaten mit J-artiger Kopplung selbst organisieren. Auf diese Weise sollten die ausgezeichneten optischen Eigenschaften der Squarainfarbstoffe erhalten oder sogar verbessert werden. Zu diesem Zweck, wurden Bis(squarain)-Farbstoffe synthetisiert, in denen zwei Squarain-Einheiten kovalent verbunden sind, was zu einer gestapelten Anordnung mit longitudinalem Versatz innerhalb der Aggregate und damit zu einer J-artigen Kopplung führt. ...

A selective and efficient nonlinear squaraine fluorescent probe for parallel G-quadruplexes suitable for NIR-to-NIR two-photon imaging procedures is reported., Fluorescence imaging probes for specific G-quadruplex (G4) conformations are of considerable interest in biomedical research. Herein, we present the synthesis and the binding properties of a new water-soluble near-infrared (NIR) amphiphilic squaraine dye (CAS-C1) which is capable of selective detection of parallel over non-parallel and non G4 topologies. The striking changes in its linear optical response upon binding to parallel G4s give rise to high fluorescence quantum yields (Φf ≈ 0.7) and one-photon molecular brightness in the far-red-NIR region. The outstanding recognition process of CAS-C1 for parallel G4s via end-stacking provides binding constants in the nanomolar regime (Kb = 107 to 108 M–1) awarding it as one of the most potent parallel G4 binders currently available. Moreover, the CAS-C1-parallel G4 system exhibits large two-photon absorption (TPA) cross-sections and molecular brightness in the second NIR biological transparency window (λ ≈ 1275 nm), making it an ideal candidate for NIR-to-NIR ultrasensitive two-photon procedures.

Producing a large amount of annotated speech data for training ASR systems remains difficult for more than 95% of languages all over the world which are low-resourced. However, we note human babies start to learn the language by the sounds of a small number of exemplar words without hearing a large amount of data. We initiate some preliminary work in this direction in this paper. Audio Word2Vec is used to obtain embeddings of spoken words which carry phonetic information extracted from the signals. An autoencoder is used to generate embeddings of text words based on the articulatory features for the phoneme sequences. Both sets of embeddings for spoken and text words describe similar phonetic structures among words in their respective latent spaces. A mapping relation from the audio embeddings to text embeddings actually gives the word-level ASR. This can be learned by aligning a small number of spoken words and the corresponding text words in the embedding spaces. In the initial experiments only 200 annotated spoken words and one hour of speech data without annotation gave a word accuracy of 27.5%, which is low but a good starting point.

Automatic speech recognition (ASR) has been widely researched with supervised approaches, while many low-resourced languages lack audio-text aligned data, and supervised methods cannot be applied on them. In this work, we propose a framework to achieve unsupervised ASR on a read English speech dataset, where audio and text are unaligned. In the first stage, each word-level audio segment in the utterances is represented by a vector representation extracted by a sequence-of-sequence autoencoder, in which phonetic information and speaker information are disentangled. Secondly, semantic embeddings of audio segments are trained from the vector representations using a skip-gram model. Last but not the least, an unsupervised method is utilized to transform semantic embeddings of audio segments to text embedding space, and finally the transformed embeddings are mapped to words. With the above framework, we are towards unsupervised ASR trained by unaligned text and speech only., Comment: Code is released: https://github.com/grtzsohalf/Towards-Unsupervised-ASR

On-shell methods offer an alternative definition of quantum field theory at tree-level. We first determine the space of constructible theories solely from dimensional analysis, Lorentz invariance, and locality. We show that all amplitudes in a renormalizable theory in four dimensions are constructible, but only a subset of amplitudes is constructible in non-renormalizable theories. The obstructions to effective field theories (EFTs) are then lifted for the non-linear sigma model, Dirac-Born-Infeld theory, and the Galileon, using the enhanced soft limits of their amplitudes. We then systematically explore the space of scalar EFTs based on the soft lim- its and power counting of amplitudes. We prove that EFTs with arbitrarily soft behavior are forbidden by on-shell momentum shifts and recursion relations. The exceptional EFTs like the non-linear sigma model, Dirac-Born-Infeld theory, and the special Galileon lie precisely on the boundary of allowed theory space. Our results suggest that the exceptional theories are the natural EFT analogs of gauge theory and gravity because they are one-parameter theories whose interactions are strictly dictated by properties of the S-matrix. Next, a new representation of the nonlinear sigma model is proposed to manifest the duality between flavor and kinematics. The action consists of only cubic interactions, which define the structure constants of an underlying kinematic algebra. The action is invariant under a combination of internal and spacetime symmetries whose conservation equations imply flavor-kinematics duality, ensuring that all Feynman diagrams satisfy kinematic Jacobi identities. Substituting flavor for kinematics, we derive a new cubic action for the special Galileon. The vanishing soft behavior of amplitudes is shown as a byproduct of the Weinberg soft theorem. Finally, we derive a class of one-loop non-renormalization theorems that strongly constrain the running of higher dimension operators in four-dimensional quantum field theory. Our derivation combines unitarity and helicity selection rules at tree level. These results explain and generalize the surprising cancellations discovered in the renormalization of dimension six operators in the standard model.

Patients with type 1 diabetes mellitus are associated with impairment in vitamin A metabolism. This study evaluated whether treatment with retinoic acid, the biologically active metabolite of vitamin A, can ameliorate diabetes. All-trans retinoic acid (atRA) was used to treat streptozotocin (STZ)-induced diabetic mice which revealed atRA administration ameliorated blood glucose levels of diabetic mice. This hyperglycemic amelioration was accompanied by an increase in the amount of β cells co-expressed Pdx1 and insulin and by restoration of the vascular laminin expression. The atRA-induced production of vascular endothelial growth factor-A from the pancreatic islets was possibly the key factor that mediated the restoration of islet vascularity and recovery of β-cell mass. Furthermore, the combination of islet transplantation and atRA administration significantly rescued hyperglycemia in diabetic mice. These findings suggest that vitamin A derivatives can potentially be used as a supplementary treatment to improve diabetes management and glycemic control.

In this study, we investigate museum visitor learning and engagement at an interactive visualization of an evolutionary tree of life consisting of over 70,000 species. The study was conducted at two natural history museums where visitors collaboratively explored the tree of life using direct touch gestures on a multi-touch tabletop display. In the study, 247 youth, aged 8-15 years, were randomly assigned in pairs to one of four conditions. In two of the conditions, pairs of youth interacted with different versions of the tree of life tabletop exhibit for a fixed duration of 10minutes. In a third condition, pairs watched a 10minute video on a similar topic. Individual responses on a 53-item exit interview were then compared to responses from a fourth, baseline condition. Contrasting with the baseline condition, visitors who interacted with the tabletop exhibits were significantly more likely to reason correctly about core evolutionary concepts, particularly common descent and shared ancestry. They were also more likely to correctly interpret phylogenetic tree diagrams. To investigate the factors influencing these learning outcomes, we used linear mixed models to analyze measures of dyads' verbal engagement and physical interaction with the exhibit. These models indicated that, while our verbal and physical measures were related, they accounted for significant portions of the variance on their own, independent of youth age, prior knowledge, and parental background. Our results provide evidence that multi-touch interactive exhibits that enable visitors to explore large scientific datasets can provide engaging and effective learning opportunities.

Due to the high demand for mobile electronics, electric vehicles and renewables,lithium ion batteries (LIBs) are considered as the promising technology tosupport the further development of this technology. Due to the high demand forhigh energy and high power density, conventional graphite anode fall-short ofmeeting the capacity requirement for next generation electronic devices. Westudied Tin, because this material has much higher capacity (991 mAh/g) andcould replace commercial graphite anodes. However, continuouscharge/discharge cycles, the problem of significant volume expansion isexperienced. For this project, we successfully synthesis a stable porous Tinmaterial exhibiting good stability for up to 200 cycles. Based on the dealloyprocess of Mg-Sn alloy for Tin, we control the particle size and the porosity of theTin particles. Based on our result, porous Tin is a promising candidate for nextgeneration lithium ion batteries.

We propose a new representation of the nonlinear sigma model that exhibits a manifest duality between flavor and kinematics. The fields couple exclusively through cubic Feynman vertices which also serve as the structure constants of an underlying kinematic algebra. The action is invariant under a combination of internal and spacetime symmetries whose conservation equations imply flavor-kinematics duality, ensuring that all Feynman diagrams satisfy kinematic Jacobi identities. Substituting flavor for kinematics, we derive a new cubic action for the special Galileon theory. In this picture, the vanishing soft behavior of amplitudes is a byproduct of the Weinberg soft theorem., Comment: 5 pages+refs; matched to published version

This study presents a simple and efficient genetic algorithm-assisted approach for joint quantised precoding and transmit antenna selection based on the criterion of maximum capacity. The objective is to alleviate the effect of multi-user interference and to reduce hardware costs, such as the cost of radio frequency chains associated with antennas in the downlink of multi-input multi-output systems with limited feedback. To avoid the enormous search effort required by existing approaches, the authors propose a novel variant of the conventional genetic algorithm, called the hybrid genetic algorithm, in which each chromosome is divided into a bit string for precoding vector selection and an integer string for transmit antenna selection. In addition, new crossover and mutation operations are employed to accommodate these new chromosomes. The results of simulations show that the performance of the proposed approach is close to that of the exhaustive search method, but its computational complexity is substantially lower.

A Corporate Synergy System (CSS) is a management mechanism through which a group of manufacturing companies work together to achieve certain production or management goals. Established among firms in supply chains, a CSS usually consists of a central firm and its satellite manufacturing suppliers. The system is being adopted in Taiwan as the key mechanism for promoting cleaner production (CP) in small and medium enterprises. In this paper, the background and concept of CSS-CP are presented first, followed by a brief description of Taiwan's CSS-CP program thus far. Finally, observations and suggestions are provided to conclude the paper.

SiP (System-in-Package) modules play an important role to make electronic portable devices thinner, integrate more functions and reduce time to market. However, the high density of electrical functions usually causes electromagnetic noise interference (EMI) on nearby components and high level of total radiated EMI from the system product. Traditional SiP modules use a metal can to reduce EMI and this often results in an increase in both module footprint and thickness. Conformal shielding is a novel methodology to reduce EMI on molded SiP modules by using a sputtered thin metal layer on the module's top and side. In previous work, we evaluated the shielding effectiveness for single compartment module for both near field and far field conditions. As modules may contain multiple functionalities which may need to be shielded from one another, we have developed a process to construct shielded compartments by the conductive barrier inside the package, providing a way to reduce the product design area requirement. We have prepared a test vehicle with two compartments separated and with antenna coupons inside each compartment. In the paper, we present the process characterization result and measurements of the shielding effectiveness of the entire module as well as between the compartments and thereby demonstrate the advantages of SiP modules with compartment shielding.

We estimate the long-distance contribution to the \Delta{\Gamma}s of B_s system, based mainly on two-body D^(*)_s\Dbar^(*)_s modes and three-body D^(*)_s\Dbar^(*)\Kbar^(*) modes (and their CP conjugates). Some higher c\bar{s} resonances are also considered. The contribution to \Delta{\Gamma}s/{\Gamma}s by two-body modes is 10.2+-3.0%, slightly smaller than the short-distance result of 13.3+-3.2%. The contribution to width difference by D*_s0(2317), D_s1(2460), and D_s1(2536) resonances is negligible. For the three-body modes, we adopt the factorization formalism and model the form factors with off-shell D^(*)_s poles, the D_{sJ}(2700) resonance, and non-resonant (NR) contributions. These three-body modes can arise through current-produced or transition diagrams, but only SU(3)-related D^(*)_{u,d} \Dbar^(*)\Kbar modes from current diagram have been measured so far. The pole model results for D^*_{u,d} \Dbar^(*)\Kbar agree well with data, while D_{u,d} \Dbar^(*)\Kbar rates agree with data only within a factor of 2 to 3. All measured three-body rates can be reproduced by including NR contribution. The total \Delta{\Gamma}s/{\Gamma}s obtained is 16.7+-8.5%, which agrees with the short-distance result within uncertainties. For illustration, we also demonstrate the effect of D_{sJ}(2700) in modes with D^(*)K^*. In all scenarios, the total width difference remain consistence to the short-distance result. Our result indicates that (a) the operator product expansion (OPE) in short-distance picture is a valid assumption, (b) approximating the two-body decays to saturate width difference has a large correction, (c) the effect of three-body modes cannot be neglected, and (d) in addition to D^(*)_s poles, the D_{sJ}(2700) resonance also plays an important role in three-body modes. Future experiments are necessary to improve the estimation of \Delta{\Gamma}s from long-distance picture., Comment: 27 pages, 4 figures

We estimate the long-distance contribution to the ����s of B_s system, based mainly on two-body D^(*)_s\Dbar^(*)_s modes and three-body D^(*)_s\Dbar^(*)\Kbar^(*) modes (and their CP conjugates). Some higher c\bar{s} resonances are also considered. The contribution to ����s/��s by two-body modes is 10.2+-3.0%, slightly smaller than the short-distance result of 13.3+-3.2%. The contribution to width difference by D*_s0(2317), D_s1(2460), and D_s1(2536) resonances is negligible. For the three-body modes, we adopt the factorization formalism and model the form factors with off-shell D^(*)_s poles, the D_{sJ}(2700) resonance, and non-resonant (NR) contributions. These three-body modes can arise through current-produced or transition diagrams, but only SU(3)-related D^(*)_{u,d} \Dbar^(*)\Kbar modes from current diagram have been measured so far. The pole model results for D^*_{u,d} \Dbar^(*)\Kbar agree well with data, while D_{u,d} \Dbar^(*)\Kbar rates agree with data only within a factor of 2 to 3. All measured three-body rates can be reproduced by including NR contribution. The total ����s/��s obtained is 16.7+-8.5%, which agrees with the short-distance result within uncertainties. For illustration, we also demonstrate the effect of D_{sJ}(2700) in modes with D^(*)K^*. In all scenarios, the total width difference remain consistence to the short-distance result. Our result indicates that (a) the operator product expansion (OPE) in short-distance picture is a valid assumption, (b) approximating the two-body decays to saturate width difference has a large correction, (c) the effect of three-body modes cannot be neglected, and (d) in addition to D^(*)_s poles, the D_{sJ}(2700) resonance also plays an important role in three-body modes. Future experiments are necessary to improve the estimation of ����s from long-distance picture., 27 pages, 4 figures

To alleviate the interference while lowering the hardware cost such as the RF chains associated with antennas in the downlink of multiuser multi-input multi-output (MIMO) systems with limited feedback, this paper presents a simple, yet effective approach for joint precoding and transmit antenna selection with the assistance of the genetic algorithm (GA). To overcome the enormous amount of search called for, a novel variant of the conventional GA is addressed, where each chromosome consists of a bit string for the precoding vector selection and an integer string for the transmit antenna selection. A new crossover operation and a new mutation operation are also considered for the new chromosome. Conducted simulations show that the new approach yields close performance as the exhaustive search approach but with substantially reduced computational complexity.

Bulletin of the Raffles Museum, Singapore, Issue 13, pp. 96-139

We describe a systematic framework for computing the conservative potential of a compact binary system using modern tools from scattering amplitudes and effective field theory. Our approach combines methods for integration and matching adapted from effective field theory, generalized unitarity, and the double-copy construction, which relates gravity integrands to simpler gauge-theory expressions. With these methods we derive the third post-Minkowskian correction to the conservative two-body Hamiltonian for spinless black holes. We describe in some detail various checks of our integration methods and the resulting Hamiltonian., Journal of High Energy Physics, 2019 (10), ISSN:1126-6708, ISSN:1029-8479