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Rigor with Machine Learning from Field Theory to the Poincaré
  Conjecture

Rigor with Machine Learning from Field Theory to the Poincaré Conjecture

20 February 2024
Sergei Gukov
James Halverson
Fabian Ruehle
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Rigor with Machine Learning from Field Theory to the Poincaré Conjecture"

12 / 12 papers shown
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?
Yi Lu
Jianing Wang
Linsen Guo
Wei He
Hongyin Tang
T. G.
Xuanjing Huang
Xuezhi Cao
Wei Wang
Xunliang Cai
LRM
118
0
0
09 Oct 2025
On knot detection via picture recognition
On knot detection via picture recognition
Anne Dranowski
Yura Kabkov
Daniel Tubbenhauer
108
1
0
06 Oct 2025
Deep Learning based discovery of Integrable Systems
Deep Learning based discovery of Integrable Systems
Shailesh Lal
Suvajit Majumder
E. Sobko
271
3
0
13 Mar 2025
Colored Jones Polynomials and the Volume Conjecture
Colored Jones Polynomials and the Volume Conjecture
M. Hughes
Vishnu Jejjala
P. Ramadevi
Pratik Roy
Vivek Kumar Singh
166
0
0
25 Feb 2025
On the Learnability of Knot Invariants: Representation, Predictability, and Neural Similarity
On the Learnability of Knot Invariants: Representation, Predictability, and Neural Similarity
Audrey Lindsay
Fabian Ruehle
214
1
0
17 Feb 2025
TASI Lectures on Physics for Machine Learning
TASI Lectures on Physics for Machine Learning
Jim Halverson
343
5
0
31 Jul 2024
A Triumvirate of AI Driven Theoretical Discovery
A Triumvirate of AI Driven Theoretical Discovery
Yang-Hui He
AI4CE
279
16
0
30 May 2024
Learning BPS Spectra and the Gap Conjecture
Learning BPS Spectra and the Gap Conjecture
Sergei Gukov
Rak-Kyeong Seong
219
8
0
16 May 2024
Learning 3-Manifold Triangulations
Learning 3-Manifold Triangulations
Francesco Costantino
Yang-Hui He
Elli Heyes
Edward Hirst
225
1
0
15 May 2024
KAN: Kolmogorov-Arnold Networks
KAN: Kolmogorov-Arnold Networks
Ziming Liu
Yixuan Wang
Sachin Vaidya
Fabian Ruehle
James Halverson
Marin Soljacic
Thomas Y. Hou
Max Tegmark
1.3K
1,468
0
30 Apr 2024
Deep Learning as Ricci Flow
Deep Learning as Ricci Flow
Anthony Baptista
Alessandro Barp
Tapabrata Chakraborti
Chris Harbron
Ben D. MacArthur
Christopher R. S. Banerji
AI4CE
374
4
0
22 Apr 2024
Neural Networks and Quantum Field Theory
Neural Networks and Quantum Field Theory
James Halverson
Anindita Maiti
Keegan Stoner
374
93
0
19 Aug 2020
1
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