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James Halverson
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2020 – today
- 2024
- [j3]Mehmet Demirtas, James Halverson
, Anindita Maiti
Neural network field theories: non-Gaussianity, actions, and locality. Mach. Learn. Sci. Technol. 5(1): 15002 (2024) - [i11]Sergei Gukov, James Halverson, Fabian Ruehle:
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture. CoRR abs/2402.13321 (2024) - [i10]Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljacic, Thomas Y. Hou, Max Tegmark:
KAN: Kolmogorov-Arnold Networks. CoRR abs/2404.19756 (2024) - [i9]James Halverson, Joydeep Naskar, Jiahua Tian:
Conformal Fields from Neural Networks. CoRR abs/2409.12222 (2024) - 2023
- [i8]Sergei Gukov, James Halverson, Ciprian Manolescu, Fabian Ruehle:
Searching for ribbons with machine learning. CoRR abs/2304.09304 (2023) - [i7]Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D. Schwartz, Keegan Stoner:
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality. CoRR abs/2307.03223 (2023) - [i6]James Halverson, Fabian Ruehle:
Metric Flows with Neural Networks. CoRR abs/2310.19870 (2023) - 2021
- [j2]Sergei Gukov, James Halverson
Learning to unknot. Mach. Learn. Sci. Technol. 2(2): 25035 (2021) - [j1]James Halverson
Neural networks and quantum field theory. Mach. Learn. Sci. Technol. 2(3): 35002 (2021) - [i5]Anindita Maiti
Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators. CoRR abs/2106.00694 (2021) - [i4]Di Luo, James Halverson:
Infinite Neural Network Quantum States. CoRR abs/2112.00723 (2021) - [i3]James Halverson:
Building Quantum Field Theories Out of Neurons. CoRR abs/2112.04527 (2021) - 2020
- [i2]James Halverson, Anindita Maiti, Keegan Stoner:
Neural Networks and Quantum Field Theory. CoRR abs/2008.08601 (2020) - [i1]Sergei Gukov
Learning to Unknot. CoRR abs/2010.16263 (2020)
Coauthor Index
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