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Edward Hirst
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Year
Machine-learning dessins d’enfants: explorations via modular and Seiberg–Witten curves
YH He, E Hirst, T Peterken
Journal of Physics A: Mathematical and Theoretical 54 (7), 075401, 2021
412021
Quiver mutations, Seiberg duality, and machine learning
J Bao, S Franco, YH He, E Hirst, G Musiker, Y Xiao
Physical Review D 102 (8), 086013, 2020
332020
Machine learning Calabi-Yau hypersurfaces
DS Berman, YH He, E Hirst
Physical Review D 105 (6), 066002, 2022
312022
Polytopes and machine learning
J Bao, YH He, E Hirst, J Hofscheier, A Kasprzyk, S Majumder
arXiv preprint arXiv:2109.09602, 2021
272021
Neurons on amoebae
J Bao, YH He, E Hirst
Journal of Symbolic Computation 116, 1-38, 2023
262023
Lectures on the Calabi-Yau landscape
J Bao, YH He, E Hirst, S Pietromonaco
arXiv preprint arXiv:2001.01212, 2020
242020
Hilbert series, machine learning, and applications to physics
J Bao, YH He, E Hirst, J Hofscheier, A Kasprzyk, S Majumder
Physics Letters B 827, 136966, 2022
212022
Brain webs for brane webs
G Arias-Tamargo, YH He, E Heyes, E Hirst, D Rodriguez-Gomez
Physics Letters B 833, 137376, 2022
152022
Machine learning in physics and geometry
YH He, E Heyes, E Hirst
Artificial Intelligence 49, 47, 2023
112023
Machine learning algebraic geometry for physics
J Bao, YH He, E Heyes, E Hirst
arXiv preprint arXiv:2204.10334, 2022
112022
New Calabi–Yau manifolds from genetic algorithms
P Berglund, YH He, E Heyes, E Hirst, V Jejjala, A Lukas
Physics Letters B, 138504, 2024
92024
Some open questions in quiver gauge theory
J Bao, A Hanany, YH He, E Hirst
Proyecciones (Antofagasta) 41 (2), 355-386, 2022
92022
Dessins d’enfants, Seiberg-Witten curves and conformal blocks
J Bao, O Foda, YH He, E Hirst, J Read, Y Xiao, F Yagi
Journal of High Energy Physics 2021 (5), 1-47, 2021
72021
Clustering cluster algebras with clusters
MW Cheung, PP Dechant, YH He, E Heyes, E Hirst, JR Li
arXiv preprint arXiv:2212.09771, 2022
62022
Mahler Measuring the Genetic Code of Amoebae
S Chen, YH He, E Hirst, A Nestor, A Zahabi
arXiv preprint arXiv:2212.06553, 2022
62022
Cluster algebras: network science and machine learning
PP Dechant, YH He, E Heyes, E Hirst
arXiv preprint arXiv:2203.13847, 2022
62022
Machine learning for Hilbert series
E Hirst
arXiv preprint arXiv:2203.06073, 2022
52022
Machine Learning Sasakian and G2 topology on contact Calabi-Yau 7-manifolds
D Aggarwal, YH He, E Heyes, E Hirst, HNS Earp, TSR Silva
Physics Letters B, 138517, 2024
42024
Machine Learning Clifford invariants of ADE Coxeter elements
S Chen, PP Dechant, YH He, E Heyes, E Hirst, D Riabchenko
arXiv preprint arXiv:2310.00041, 2023
12023
Calabi-Yau Links and Machine Learning
E Hirst
arXiv preprint arXiv:2401.11550, 2024
2024
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