Books

2024
D. Albritton, E. Brué, M. Colombo, C. De Lellis, V. Giri, Maximilian Janisch, H. Kwon
Annals of Mathematics Studies, Princeton University Press. ISBN 978-0-6912-5753-2

PhD Dissertation

2025
Maximilian Janisch
University of Zurich. Supervisor: Prof. Dr. Ashkan Nikeghbali. Co-advisors: Prof. Dr. Artur Avila, Prof. Dr. Alessio Figalli

Journal Papers & Preprints

2026
From Lord Kelvin to AlphaFold: The Mathematical Foundations and Scientific Applications of Artificial Intelligence
Maximilian Janisch
Bulletin VSH-AEU, pp. 12–14, 2026
2025
D. Coculescu, Maximilian Janisch, T. Lehéricy
arXiv preprint, September 2025
2025
S. A. Safari, Maximilian Janisch, T. Lehéricy
arXiv preprint, April 2025
2025
O. Jullian Parra, J. García Pardiñas, L. Del Pianta Pérez, Maximilian Janisch, S. Klaver, T. Lehéricy, N. Serra
Machine Learning: Science and Technology 6(4), 045032, 2025
2024
Maximilian Janisch, T. Lehéricy
Journal of Theoretical Probability 37(4), 3627–3653, 2024
2024
Maximilian Janisch
arXiv preprint, July 2024
2021
D. Albritton, E. Brué, M. Colombo, C. De Lellis, V. Giri, Maximilian Janisch, H. Kwon
arXiv preprint, 2021. Published as AMS-219, Princeton University Press, 2024
2021
Maximilian Janisch
Theory of Probability and its Applications 66(2), 263–275, 2021

Conference Posters

2024
Reinforcement learning for automatic data quality monitoring in HEP experiments
O. Jullian Parra, L. Del Pianta Pérez, J. García Pardiñas, S. Klaver, T. Lehéricy, Maximilian Janisch, N. Serra
6th Inter-experiment Machine Learning Workshop, CERN, February 2024

Editorial Work

2020
Revival of the Encyclopedia of Mathematics
U. Rehmann, Maximilian Janisch
European Mathematical Society Magazine, 2020. See also the LaTeX conversion project (60,000 formulas)