James Halverson

22 papers A* 1Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantum mechanics and neural networks.
Mach. Learn. Sci. Technol.
Christian Ferko, James Halverson
2025 J jnl
Fermions and Supersymmetry in Neural Network Field Theories.
CoRR
Samuel Frank, James Halverson, Anindita Maiti, Fabian Ruehle
2025 A* conf
KAN: Kolmogorov-Arnold Networks.
ICLR
Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljacic, Thomas Y. Hou, Max Tegmark
2025 J jnl
Quantum Mechanics and Neural Networks.
CoRR
Christian Ferko, James Halverson
2025 J jnl
Searching for ribbons with machine learning.
Mach. Learn. Sci. Technol.
Sergei Gukov, James Halverson, Ciprian Manolescu, Fabian Ruehle
2025 J jnl
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks.
CoRR
Thomas R. Harvey, Fabian Ruehle, Cristofero S. Fraser-Taliente, James Halverson
2024 J jnl
Conformal Fields from Neural Networks.
CoRR
James Halverson, Joydeep Naskar, Jiahua Tian
2024 J jnl
KAN: Kolmogorov-Arnold Networks.
CoRR
Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljacic, Thomas Y. Hou, Max Tegmark
2024 J jnl
Metric flows with neural networks.
Mach. Learn. Sci. Technol.
James Halverson, Fabian Ruehle
2024 J jnl
Neural network field theories: non-Gaussianity, actions, and locality.
Mach. Learn. Sci. Technol.
Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D. Schwartz, Keegan Stoner
2024 J jnl
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture.
CoRR
Sergei Gukov, James Halverson, Fabian Ruehle
2023 J jnl
Infinite neural network quantum states: entanglement and training dynamics.
Mach. Learn. Sci. Technol.
Di Luo, James Halverson
2023 J jnl
Metric Flows with Neural Networks.
CoRR
James Halverson, Fabian Ruehle
2023 J jnl
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality.
CoRR
Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D. Schwartz, Keegan Stoner
2023 J jnl
Searching for ribbons with machine learning.
CoRR
Sergei Gukov, James Halverson, Ciprian Manolescu, Fabian Ruehle
2021 J jnl
Building Quantum Field Theories Out of Neurons.
CoRR
James Halverson
2021 J jnl
Infinite Neural Network Quantum States.
CoRR
Di Luo, James Halverson
2021 J jnl
Learning to unknot.
Mach. Learn. Sci. Technol.
Sergei Gukov, James Halverson, Fabian Ruehle, Piotr Sulkowski
2021 J jnl
Neural networks and quantum field theory.
Mach. Learn. Sci. Technol.
James Halverson, Anindita Maiti, Keegan Stoner
2021 J jnl
Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators.
CoRR
Anindita Maiti, Keegan Stoner, James Halverson
2020 J jnl
Learning to Unknot.
CoRR
Sergei Gukov, James Halverson, Fabian Ruehle, Piotr Sulkowski
2020 J jnl
Neural Networks and Quantum Field Theory.
CoRR
James Halverson, Anindita Maiti, Keegan Stoner