Using machine learning to autotune chi-squared tests for gravitational wave searches

JOURNAL ARTICLE published 25 May 2022 in Physical Review D

Research funded by Science and Technology Facilities Council (ST/T000333/1,ST/V005715/1)

Authors: Connor McIsaac | Ian Harry

Scattering Processes Produced by Electrons in Negative Energy States

JOURNAL ARTICLE published 15 November 1933 in Physical Review

Authors: O. Halpern

Consistency of scaling with unitarity

JOURNAL ARTICLE published 1 November 1974 in Physical Review D

Authors: Adrian Patrascioiu

Using machine learning to predict physics course outcomes

JOURNAL ARTICLE published 28 August 2019 in Physical Review Physics Education Research

Research funded by National Science Foundation (ECR-1561517)

Authors: Cabot Zabriskie | Jie Yang | Seth DeVore | John Stewart

Generative Quantum Machine Learning via Denoising Diffusion Probabilistic Models

JOURNAL ARTICLE published 5 March 2024 in Physical Review Letters

Research funded by National Science Foundation (CCF-2240641,ONR N00014-23-1-2296,DMS-2347760)

Authors: Bingzhi Zhang | Peng Xu | Xiaohui Chen | Quntao Zhuang

Consistency relation in cosmology

JOURNAL ARTICLE published 29 May 2007 in Physical Review D

Authors: Takeshi Chiba | Ryuichi Takahashi

Machine learning for metallurgy II. A neural-network potential for magnesium

JOURNAL ARTICLE published 1 October 2020 in Physical Review Materials

Research funded by Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (200021_18198/1)

Authors: Markus Stricker | Binglun Yin | Eleanor Mak | W. A. Curtin

Heat flux for semilocal machine-learning potentials

JOURNAL ARTICLE published 13 September 2023 in Physical Review B

Research funded by Horizon 2020 (740233) | Vetenskapsrådet (2020-04630) | National Science Foundation (DMS-1925919)

Authors: Marcel F. Langer | Florian Knoop | Christian Carbogno | Matthias Scheffler | Matthias Rupp

Consistency of Wilsonian effective actions

JOURNAL ARTICLE published 15 May 1998 in Physical Review D

Authors: Vipul Periwal

Collective variable-based enhanced sampling and machine learning

JOURNAL ARTICLE published October 2021 in The European Physical Journal B

Research funded by Basic Energy Sciences (DE-AC02-05CH11231)

Authors: Ming Chen

Machine learning for metallurgy I. A neural-network potential for Al-Cu

JOURNAL ARTICLE published 1 October 2020 in Physical Review Materials

Authors: Daniel Marchand | Abhinav Jain | Albert Glensk | W. A. Curtin

Merger-ringdown consistency: A new test of strong gravity using deep learning

JOURNAL ARTICLE published 9 July 2021 in Physical Review D

Research funded by H2020 European Research Council (DarkGRA–757480) | Ministero dell’Istruzione, dell’Università e della Ricerca (CUP: B84I20000100001,CUP: B81I18001170001)

Authors: Swetha Bhagwat | Costantino Pacilio

Experimental Phase Estimation Enhanced by Machine Learning

JOURNAL ARTICLE published 12 October 2018 in Physical Review Applied

Authors: Alessandro Lumino | Emanuele Polino | Adil S. Rab | Giorgio Milani | Nicolò Spagnolo | Nathan Wiebe | Fabio Sciarrino

Consistency of equations of motion in conformal frames

JOURNAL ARTICLE published 4 November 2014 in Physical Review D

Authors: J. R. Morris

Anomaly Detection in Industrial Networks using Machine Learning: A Roadmap

BOOK CHAPTER published 2017 in Machine Learning for Cyber Physical Systems

Authors: Ankush Meshram | Christian Haas

Systematic atomic structure datasets for machine learning potentials: Application to defects in magnesium

JOURNAL ARTICLE published 13 March 2023 in Physical Review B

Research funded by Deutsche Forschungsgemeinschaft (SFB 1394,409476157,405621160) | H2020 European Research Council (725483)

Authors: Marvin Poul | Liam Huber | Erik Bitzek | Jörg Neugebauer

Consistency of finite-difference solutions of Einstein’s equations

JOURNAL ARTICLE published 15 November 1991 in Physical Review D

Authors: M. W. Choptuik

Compressed Sensing Based on Tensor Network Machine Learning

JOURNAL ARTICLE published 2021 in Physical Science & Biophysics Journal

Authors: Shao Ming Fei

Novel null tests for the spatial curvature and homogeneity of the Universe and their machine learning reconstructions

JOURNAL ARTICLE published 28 May 2021 in Physical Review D

Research funded by Centro de Excelencia Severo Ochoa Program (SEV-2016-0597) | Ramón y Cajal (RYC-2014-15843)

Authors: Rubén Arjona | Savvas Nesseris

Applications of machine learning to detecting fast neutrino flavor instabilities in core-collapse supernova and neutron star merger models

JOURNAL ARTICLE published 3 May 2023 in Physical Review D

Research funded by Collaborative Research Centre (SFB-1258) | Cluster of Excellence ORIGINS (EXC-2094-390783311) | Collaborative Research Centre (SFB-1258) | Cluster of Excellence ORIGINS (EXC-2094-390783311)

Authors: Sajad Abbar