Machine-Learning Mathematical Structures

15 January 2021

Papers citing "Machine-Learning Mathematical Structures"

17 / 17 papers shown

Title
Neural Network Approximations for Calabi-Yau Metrics Vishnu Jejjala D. M. Peña Challenger Mishra 54 53 0 31 Dec 2020
Machine-Learning Number Fields Yang-Hui He Kyu-Hwan Lee Thomas Oliver 44 10 0 17 Nov 2020
Machine Learning Lie Structures & Applications to Physics Heng-Yu Chen Yang-Hui He Shailesh Lal Suvajit Majumder AI4CE 39 21 0 02 Nov 2020
Machine Learning Calabi-Yau Four-folds Yang-Hui He A. Lukas 68 32 0 05 Sep 2020
Machine learning for complete intersection Calabi-Yau manifolds: a methodological study Harold Erbin Riccardo Finotello 42 31 0 30 Jul 2020
Inception Neural Network for Complete Intersection Calabi-Yau 3-folds Harold Erbin Riccardo Finotello 88 27 0 27 Jul 2020
Quiver Mutations, Seiberg Duality and Machine Learning Jiakang Bao S. Franco Yang-Hui He Edward Hirst Gregg Musiker Yan Xiao 137 40 0 18 Jun 2020
Machine-Learning Dessins dÉnfants: Explorations via Modular and Seiberg-Witten Curves Yang-Hui He Edward Hirst Toby Peterken 30 37 0 10 Apr 2020
Machine Learning String Standard Models R. Deen Yang-Hui He Seung-Joo Lee A. Lukas 30 28 0 30 Mar 2020
Explore and Exploit with Heterotic Line Bundle Models Magdalena Larfors Robin Schneider 53 38 0 10 Mar 2020
Deep Learning for Symbolic Mathematics Guillaume Lample François Charton 3DGS 102 411 0 02 Dec 2019
Machine learning Calabi-Yau metrics A. Ashmore Yang-Hui He B. Ovrut 100 82 0 18 Oct 2019
AI Feynman: a Physics-Inspired Method for Symbolic Regression S. Udrescu Max Tegmark 158 873 0 27 May 2019
Learning Algebraic Structures: Preliminary Investigations Yang-Hui He Minhyong Kim 20 30 0 02 May 2019
The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning Yang-Hui He AI4CE 35 75 0 07 Dec 2018
Discovering physical concepts with neural networks Raban Iten Tony Metger H. Wilming L. D. Rio R. Renner PINN AI4CE 53 390 0 26 Jul 2018
Machine Learning CICY Threefolds Kieran Bull Yang-Hui He Vishnu Jejjala Challenger Mishra 41 81 0 08 Jun 2018