Results 51 to 60 of about 156,184 (217)

AutomataGPT: Transformer‐Based Forecasting and Ruleset Inference for Two‐Dimensional Cellular Automata

Advanced Science, EarlyView.
We introduce AutomataGPT, a generative pretrained transformer (GPT) trained on synthetic spatiotemporal data from 2D cellular automata to learn symbolic rules. Demonstrating strong performance on both forward and inverse tasks, AutomataGPT establishes a scalable, domain‐agnostic framework for interpretable modeling, paving the way for future ...
Jaime A. Berkovich, Noah S. David, Markus J. Buehler   +2 more
wiley   +1 more source

Quantum Renormalization Group and Holography [PDF]

, 2013
Quantum renormalization group scheme provides a microscopic understanding of holography through a general mapping between the beta functions of underlying quantum field theories and the holographic actions in the bulk.
Lee, Sung-Sik
core   +2 more sources

Functional Mapping of Neurodevelopmental Disease Pathways to Key Neurodevelopmental Processes Represented in the Developmental Neurotoxicity In Vitro Testing Battery

Advanced Science, EarlyView.
Human‐relevant methods are essential for modern chemical safety assessment. This study helps define the capabilities and boundaries of an in vitro testing battery for developmental neurotoxicity by exploring its biological applicability domain. By linking neurodevelopmental disease‐related pathways to key neurodevelopmental processes, the work enhances
Eliska Kuchovska, Kristina Bartmann, Georgea Raad, Mats Schade, Luiz Ladeira, Arif Dönmez, Jördis Klose, Nicolai Görts, Denis Polozij, Lynn‐Christin Saborowski, Farina Bendt, Bernard Staumont, Liesbet Geris, Katharina Koch, Ellen Fritsche   +14 more
wiley   +1 more source

Renormalization Group Equation for Tsallis Statistics

Advances in High Energy Physics, 2018
The nonextensive statistics proposed by Tsallis has found wide applicability, being present even in the description of experimental data from high energy collisions. A system with a fractal structure in its energy-momentum space, named thermofractal, was
Airton Deppman
doaj   +1 more source

Constraints on beta functions in field theories

SciPost Physics, 2022
The $\beta$-functions describe how couplings run under the renormalization group flow in field theories. In general, all couplings that respect the symmetry and locality are generated under the renormalization group flow, and the exact renormalization
Han Ma, Sung-Sik Lee
doaj   +1 more source

Optimization of Renormalization Group Flow [PDF]

, 1999
Renormalization group flow equations for scalar lambda Phi^4 are generated using three classes of smooth smearing functions. Numerical results for the critical exponent nu in three dimensions are calculated by means of a truncated series expansion of the
Alexandre, Aoki, Aoki, Ball, Bergerhoff, Bonini, Comellas, Commellas, D'Attanasio, Dalvit, Hasenfratz, Janos Polonyi, Liao, Liao, Liao, Liao, Liao, Liao, Liao, Liao, Margaritis, Michael Strickland, Morris, Morris, Morris, Morris, Nicoll, Nicoll, Nicoll, Ogure, Polchinski, Rudnick, Sen-Ben Liao, Shafer, Tetradis, Tetradis, Wegner, Wilson, Wilson   +38 more
core   +2 more sources

Lifshitz Transition in Correlated Topological Semimetals

Advanced Science, EarlyView.
Theoretical calculations reveal that in YPtBi and GdPtBi, strong electronic correlations shift topological Dirac nodes away from the Fermi level by forming large hole pockets. This effect is sensitive to temperature and arises from interactions among 4d or 4f electrons, offering insights into Fermi surface engineering in quantum materials.
Byungkyun Kang, Myoung‐Hwan Kim, Chul Hong Park, Anderson Janotti, Eunja Kim   +4 more
wiley   +1 more source

Renormalization group independence of Cosmological Attractors

Physics Letters B, 2017
The large class of inflationary models known as α- and ξ-attractors gives identical cosmological predictions at tree level (at leading order in inverse power of the number of efolds).
Jacopo Fumagalli
doaj   +1 more source

Corner Transfer Matrix Renormalization Group Method

, 1995
We propose a new fast numerical renormalization group method,the corner transfer matrix renormalization group (CTMRG) method, which is based on a unified scheme of Baxter's corner transfer matrix method and White's density matrix renormalization ...
Baxter R. J., Baxter R. J., Burkhardt T. W., Bursill R. J., Hida K., Jimbo M., Kadanoff L. P., Kato Y., Kikuchi R., Klümper A., Klümper A., Kramers H. A., Nishino T., Nishino T., Noack R. M., Onsager L., Schadschneider A., Suzuki M., Takano T., Trotter H. F., White S. R., White S. R., Wilkinson J., Wilson K. G., Yu C. C., Östlund S.   +25 more
core   +2 more sources

Non-perturbative renormalization for a renormalization group improved gauge action [PDF]

, 2001
Renormalization constants of vector ($Z_V$) and axial-vector ($Z_A$) currents are determined non-perturbatively in quenched QCD for a renormalization group improved gauge action and a tadpole improved clover quark action using the Schr\"odinger ...
:, Aoki, S., Burkhalter, R., Collaboration, CP-PACS, Fukugita, M., Hashimoto, S., Ide, K., Ishikawa, K. -I., Ishikawa, T., Ishizuka, N., Iwasaki, Y., Kanaya, K., Kaneko, T., Kuramashi, Y., Lesk, V., Okawa, M., Taniguchi, Y., Ukawa, A., Umeda, T., Yoshié, T.   +19 more
core   +6 more sources