JH
James Halverson
hep-thhep-phcs.LGmath.AGastro-ph.COmath.GThep-exgr-qcmath.DGcond-mat.dis-nn
On Valency
published · living versionsW_qkkpsuvh·v1 · currentpublished
Blueprint for an AI-Enabled Particle Theory Community
with George T. Fleming, Daniel C. Hackett, T. J. Hobbs, Stefan Hoeche +79
1 version
Preprints & journals
84 papers in the corpus · 2008–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
Spinning Conformal Correlators from Neural Networks2608.15001v1 · Manas Dogra, James Halverson, Joydeep Naskar2026 · 0 citationsarXiv
Pre-Strings Lectures on Artificial Intelligence2607.02905v1 · James Halverson2026 · 0 citationsarXiv
A Supernova Constraint on F-theory2606.14575v1 · Sebastian Vander Ploeg Fallon, James Halverson, Liam McAllister et al.2026 · 0 citationsarXiv
Anomalies in Neural Network Field Theory2605.12488v1 · Christian Ferko, Samuel Frank, James Halverson et al.2026 · 0 citationsarXiv
Small Vacuum Energy and Tunneling in a Modified Bousso-Polchinski Model2605.05357v1 · James Halverson, Justin Khoury, Cody Long2026 · 0 citationsarXiv
Topological Effects in Neural Network Field Theory2604.02313v1 · Christian Ferko, James Halverson, Vishnu Jejjala et al.2026 · 0 citationsarXiv
Naturalness and Fisher Information2603.01411v2 · James Halverson, Thomas R. Harvey, Michael Nee2026 · 0 citationsarXiv
Universality of Neural Network Field Theory2601.14453v1 · Christian Ferko, James Halverson, Aaron Mutchler2026 · 0 citationsarXiv
String Theory from Infinite Width Neural Networks2601.06249v1 · Samuel Frank, James Halverson2026 · 0 citationsarXiv
F-theory Axiverse2511.20458v1 · Sebastian Vander Ploeg Fallon, James Halverson, Liam McAllister et al.2025 · 0 citationsarXiv
Fermions and Supersymmetry in Neural Network Field Theories2511.16741v1 · Samuel Frank, James Halverson, Anindita Maiti et al.2025 · 1 citationarXiv
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks2505.07956v1 · Thomas R. Harvey, Fabian Ruehle, Kit Fraser-Taliente et al.2025 · 1 citationarXiv
Learning Topological Invariance2504.12390v1 · James Halverson, Fabian Ruehle2025 · 0 citationsarXiv
Quantum Mechanics and Neural Networks2504.05462v1 · Christian Ferko, James Halverson2025 · 2 citationsarXiv
Conversations and Deliberations: Non-Standard Cosmological Epochs and Expansion Histories2411.04780v1 · Brian Batell, Keith R. Dienes, Brooks Thomas et al.2024 · 15 citationsarXiv
Conformal Fields from Neural Networks2409.12222v2 · James Halverson, Joydeep Naskar, Jiahua Tian2024 · 10 citationsJ. High Energ. Phys. 10(2025), 39
On the Generality and Persistence of Cosmological Stasis2408.00835v3 · James Halverson, Sneh Pandya2024 · 6 citationsPhys. Rev. D 110, 075041 (2024)
KAN: Kolmogorov-Arnold Networks2404.19756v5 · Ziming Liu, Yixuan Wang, Sachin Vaidya et al.2024 · 852 citationsarXiv
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture2402.13321v1 · Sergei Gukov, James Halverson, Fabian Ruehle2024 · 0 citationsarXiv
Metric Flows with Neural Networks2310.19870v2 · James Halverson, Fabian Ruehle2023 · 11 citationsarXiv
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality2307.03223v2 · Mehmet Demirtas, James Halverson, Anindita Maiti et al.2023 · 19 citationsarXiv
Searching for ribbons with machine learning2304.09304v2 · Sergei Gukov, James Halverson, Ciprian Manolescu et al.2023 · 7 citationsarXiv
Electric-Magnetic Duality in a Class of -Compactifications of M-theory2210.08628v2 · James Halverson, Benjamin Sung, Jiahua Tian2022 · 2 citationsarXiv
Snowmass White Paper: String Theory and Particle Physics2204.01742v2 · Mirjam Cvetic, James Halverson, Gary Shiu et al.2022 · 2 citationsarXiv
Building Quantum Field Theories Out of Neurons2112.04527v1 · James Halverson2021 · 11 citationsarXiv
Infinite Neural Network Quantum States: Entanglement and Training Dynamics2112.00723v2 · Di Luo, James Halverson2021 · 7 citationsMach. Learn.: Sci. Technol. 4 025038 (2023)
Faking Gauge Coupling Unification in String Theory2111.04756v1 · James Halverson, Benjamin Sung2021 · 1 citationarXiv
D Anomaly-Free Matter Spectrum in F-theory on Singular Spaces2110.06943v2 · Antonella Grassi, James Halverson, Cody Long et al.2021 · 9 citationsarXiv
Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators2106.00694v1 · Anindita Maiti, Keegan Stoner, James Halverson2021 · 22 citationsarXiv
Gravitational Waves from Dark Yang-Mills Sectors2012.04071v2 · James Halverson, Cody Long, Anindita Maiti et al.2020 · 62 citationsarXiv
Learning to Unknot2010.16263v1 · Sergei Gukov, James Halverson, Fabian Ruehle et al.2020 · 1 citationarXiv
Neural Networks and Quantum Field Theory2008.08601v2 · James Halverson, Anindita Maiti, Keegan Stoner2020 · 81 citationsarXiv
Constraints on Standard Model Constructions in F-theory2004.00630v3 · Mirjam Cvetic, James Halverson, Ling Lin et al.2020 · 7 citationsPhys. Rev. D 102, 026012 (2020)
Statistical Predictions in String Theory and Deep Generative Models2001.00555v1 · James Halverson, Cody Long2020 · 27 citationsarXiv
Kahler Moduli Stabilization and the Propagation of Decidability1911.07835v1 · James Halverson, Michael Plesser, Fabian Ruehle et al.2019 · 14 citationsPhys. Rev. D 101, 046010 (2020)
On String Theory Expectations for Photon Couplings to Axion-Like Particles1909.05257v1 · James Halverson, Cody Long, Brent Nelson et al.2019 · 77 citationsPhys. Rev. D 100, 106010 (2019)
Quadrillion F-Theory Compactifications with the Exact Chiral Spectrum of the Standard Model.31573320 · Cvetič, Mirjam, Halverson, James, Lin, Ling et al.2019 · 48 citationsPhysical review letters. 2019;123(10):101601
Branes with Brains: Exploring String Vacua with Deep Reinforcement Learning1903.11616v1 · James Halverson, Brent Nelson, Fabian Ruehle2019 · 82 citationsarXiv
On Axion Reheating in the String Landscape1903.04495v1 · James Halverson, Cody Long, Brent Nelson et al.2019 · 24 citationsPhys. Rev. D 99, 086014 (2019)
Estimating Calabi-Yau Hypersurface and Triangulation Counts with Equation Learners1811.06490v1 · Ross Altman, Jonathan Carifio, James Halverson et al.2018 · 28 citationsJHEP 03 (2019) 186
Computational Complexity of Vacua and Near-Vacua in Field and String Theory1809.08279v2 · James Halverson, Fabian Ruehle2018 · 48 citationsPhys. Rev. D 99, 046015 (2019)
Vacuum Selection from Cosmology on Networks of String Geometries.30240266 · Carifio, Jonathan, Cunningham, William J, Halverson, James et al.2018 · 41 citationsPhysical review letters. 2018;121(10):101602
Non-simply-laced Symmetry Algebras in F-theory on Singular Spaces1805.06949v2 · Antonella Grassi, James Halverson, Cody Long et al.2018 · 18 citationsarXiv
Dark Glueballs and their Ultralight Axions1805.06011v2 · James Halverson, Brent D. Nelson, Fabian Ruehle et al.2018 · 24 citationsPhys. Rev. D 98, 043502 (2018)
Infinitely Many M2-instanton Corrections to M-theory on -manifolds1803.02343v2 · Andreas P. Braun, Michele Del Zotto, James Halverson et al.2018 · 28 citationsarXiv
TASI Lectures on Remnants from the String Landscape1801.03503v2 · James Halverson, Paul Langacker2018 · 33 citationsarXiv
On the Scarcity of Weak Coupling in the String Landscape1710.09374v1 · James Halverson, Cody Long, Benjamin Sung2017 · 14 citationsarXiv
Machine Learning in the String Landscape1707.00655v1 · Jonathan Carifio, James Halverson, Dmitri Krioukov et al.2017 · 153 citationsarXiv
On Algorithmic Universality in F-theory Compactifications1706.02299v1 · James Halverson, Cody Long, Benjamin Sung2017 · 64 citationsPhys. Rev. D 96, 126006 (2017)
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