Dersy, Aurélien
- Simplifying Polylogarithms with Machine Learning
2022/06/08 by Aurélien Dersy, Dersy, Aurélien, Matthew D. Schwartz +3 · 2 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #History and Theory of Mathematics #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Mathematics, Computing, and Information Processing #Statistics Education and Methodologies
- Reconstructing S-matrix Phases with Machine Learning
2023/08/18 by Dersy, Aurélien, Schwartz, Matthew D., Zhiboedov, Alexander · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG)
- Renormalons as Saddle Points
2024/10/09 by Bhattacharya, Arindam, Cotler, Jordan, Dersy, Aurélien +1 · 1 citation
#FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th)
- Analytic Regression of Feynman Integrals from High-Precision Numerical Sampling
2025/07/23 by Aurélien Dersy, Barrera, Oscar, Rabia Husain +6 · 2 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #advanced mathematical theories #Algebraic and Geometric Analysis