Physics & Astrophysics
Paper Review Records
All Paper Review Records
10 valid samples · Newest publication first
Review days = acceptance date − received date. PDF, DOI, and publisher-page sources are retained.
A systematic study of physics-informed neural networks for the level-set interface advection
AuthorsMuhammad Akbar Khan; Fahim Raees
Affiliations1. NED University of Engineering & Technology
Symbolic regression with multimodal large language models and Kolmogorov–Arnold networks
AuthorsThomas R Harvey; Fabian Ruehle; Kit Fraser-Taliente; James Halverson
Affiliations1. MIT; 2. Northeastern University; 3. University of Oxford Rudolf Peierls Centre for Theoretical Physics
Enabling low-latency machine learning on radiation-hard FPGAs with hls4ml
AuthorsKatya Govorkova; Julián García Pardiñas; Vladimir Lončar; Sebastian Schmitt; Victoria Nguyen; Marco Pizzichemi; Loris Martinazzoli; Eluned Anne Smith
Affiliations1. Massachusetts Institute of Technology (MIT); 2. European Organization for Nuclear Research (CERN)
Reliability-calibrated explainable machine learning for scientific interpretation under spatial, resampling, and predictor-correlation uncertainty
AuthorsChibuike Chiedozie Ibebuchi
Affiliations1. Kent State University
Transformer-based pulse shape discrimination in hpge detectors with masked autoencoder pre-training
AuthorsMarta Babicz; Saúl Alonso-Monsalve; Alain Fauquex; Laura Baudis
Affiliations1. University of Zürich, Physik-Institut; 2. ETH Zürich
Upper-bound envelope learning via -norm regularized LSSVR
AuthorsXiaoyong Liu; Peng Tian; Yun Liu
Affiliations1. Moutai Institute
Learning to rotate and diffuse: unified fractional operators for nonstationary graph dynamics
AuthorsZhiwen Ren; Ruizhe Zheng; Chendrayan Dineshkumar; Yansong Li; Yang Du; Yuguo Yu; Dingding Han
Affiliations1. Fudan University
Tearing mode instability prediction in EAST Tokamak using multi-task contrastive learning and multimodal diagnostics
AuthorsWenchong Yao; Zhong Kai; Ting Lan; Weihua Wang; Zhihao Liu; Haiqing Liu; Yuntao Song; Hailin Zhao
Affiliations1. Anhui University; 2. Chinese Academy of Sciences; 3. Chinese Academy of Sciences - Hefei Institutes of Physical Sciences; 4. INSTITUTE OF PLASMA PHYSICS, CHINESE ACADEMY OF SCIENCES
Calabi–Yau metrics with Kähler moduli dependence
AuthorsAndrei Constantin; Andre Lukas; Luca A Nutricati
Affiliations1. University of Birmingham Watson Building; 2. University of Oxford Parks Road
Flexible genetic algorithm for quantum support vector machines
AuthorsMinh Duc Nguyen; Tuan Hai Vu; Bin Ho Le; Nguyen Lan Tran
Affiliations1. Vietnam National University; 2. Tohoku University
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