Items where Author is "Hirst, E."
Article
Chen, S., Dechant, P. P., He, Y. H. (2024). Machine Learning Clifford invariants of ADE Coxeter elements. Advances in Applied Clifford Algebras, 34(3), article number 20. doi: 10.1007/s00006-024-01325-y
Arias-Tamargo, G., He, Y-H. 
ORCID: 0000-0002-0787-8380, Heyes, E. (2022).
Brain webs for brane webs.
Physics Letters B, 833,
article number 137376.
doi: 10.1016/j.physletb.2022.137376
Bao, J. ORCID: 0000-0002-9583-1696, He, Y-H. ORCID: 0000-0002-0787-8380, Hirst, E. ORCID: 0000-0003-1699-4399 (2022).
Hilbert Series, Machine Learning, and Applications to Physics.
Physics Letters B, 827,
article number 136966.
doi: 10.1016/j.physletb.2022.136966
Bao, J. ORCID: 0000-0002-9583-1696, Hanany, A., He, Y-H. ORCID: 0000-0002-0787-8380 (2022).
Some open questions in quiver gauge theory.
Proyecciones, 41(2),
pp. 355-386.
doi: 10.22199/issn.0717-6279-5274
Berman, D. S., He, Y-H. ORCID: 0000-0002-0787-8380 & Hirst, E. ORCID: 0000-0003-1699-4399 (2022).
Machine learning Calabi-Yau hypersurfaces.
Physical Review D, 105(6),
article number 066002.
doi: 10.1103/physrevd.105.066002
Bao, J., He, Y-H., Hirst, E. ORCID: 0000-0003-1699-4399 (2021).
Lectures on the Calabi-Yau Landscape.
Fields Institute Monographs, 2293,
doi: 10.1007/978-3-030-77562-9
Bao, J. ORCID: 0000-0002-9583-1696, Foda, O., He, Y-H. ORCID: 0000-0002-0787-8380 (2021).
Dessins d'enfants, Seiberg-Witten curves and conformal blocks.
Journal of High Energy Physics, 2021(5),
article number 65.
doi: 10.1007/jhep05(2021)065
Bao, J. ORCID: 0000-0002-9583-1696, Franco, S., He, Y-H. ORCID: 0000-0002-0787-8380 (2020).
Quiver mutations, Seiberg duality, and machine learning.
Physical Review D (PRD), 102(8),
article number 086013.
doi: 10.1103/physrevd.102.086013
Thesis
Hirst, E. (2023). Machine-Learning and Data Science Techniques in String and Gauge Theories. (Unpublished Doctoral thesis, City, University of London)
