Machine learning for complete intersection Calabi-Yau manifolds: a methodological study

30 July 2020

Papers citing "Machine learning for complete intersection Calabi-Yau manifolds: a methodological study"

22 / 22 papers shown

Title
A Triumvirate of AI Driven Theoretical Discovery Yang-Hui He AI4CE 45 4 0 30 May 2024
Deep Learning Calabi-Yau four folds with hybrid and recurrent neural network architectures H. L. Dao 37 0 0 27 May 2024
Deep learning complete intersection Calabi-Yau manifolds Harold Erbin Riccardo Finotello 21 5 0 20 Nov 2023
Machine learning detects terminal singularities Tom Coates A. Kasprzyk Sara Veneziale 37 6 0 31 Oct 2023
Machine Learning Regularization for the Minimum Volume Formula of Toric Calabi-Yau 3-folds Eugene Choi Rak-Kyeong Seong 32 7 0 30 Oct 2023
Constructing and Machine Learning Calabi-Yau Five-folds R. Alawadhi Daniele Angella Andrea Leonardo T. Schettini Gherardini 28 6 0 24 Oct 2023
Black holes and the loss landscape in machine learning P. Kumar Taniya Mandal Swapnamay Mondal 28 2 0 26 Jun 2023
The R-mAtrIx Net Shailesh Lal Suvajit Majumder E. Sobko 24 5 0 14 Apr 2023
Characterizing 4-string contact interaction using machine learning Harold Erbin Atakan Hilmi Fırat 28 15 0 16 Nov 2022
Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning Riccardo Finotello D. L’hermite Celine Quéré Benjamin Rouge M. Tamaazousti J. Sirven 22 1 0 07 Oct 2022
Machine Learning on generalized Complete Intersection Calabi-Yau Manifolds W. Cui Xing Gao Juntao Wang 25 4 0 21 Sep 2022
Machine learning of the well known things V. Dolotin A. Morozov A. Popolitov OOD 17 2 0 25 Apr 2022
Identifying equivalent Calabi--Yau topologies: A discrete challenge from math and physics for machine learning Vishnu Jejjala W. Taylor Andrew P. Turner 26 8 0 15 Feb 2022
Machine Learning Kreuzer--Skarke Calabi--Yau Threefolds Per Berglund Ben Campbell Vishnu Jejjala 44 20 0 16 Dec 2021
Machine Learning Calabi-Yau Hypersurfaces D. Berman Yang-Hui He Edward Hirst 23 34 0 12 Dec 2021
Deep multi-task mining Calabi-Yau four-folds Harold Erbin Riccardo Finotello Robin Schneider M. Tamaazousti 35 17 0 04 Aug 2021
Machine-Learning Mathematical Structures Yang-Hui He 17 41 0 15 Jan 2021
Neural Network Approximations for Calabi-Yau Metrics Vishnu Jejjala D. M. Peña Challenger Mishra 26 51 0 31 Dec 2020
Machine Learning Calabi-Yau Four-folds Yang-Hui He A. Lukas 32 32 0 05 Sep 2020
Inception Neural Network for Complete Intersection Calabi-Yau 3-folds Harold Erbin Riccardo Finotello 51 27 0 27 Jul 2020
Deep-Learning Estimation of Band Gap with the Reading-Periodic-Table Method and Periodic Convolution Layer Tomohiko Konno 11 1 0 16 Nov 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 250 3,236 0 24 Nov 2016