Bertalan, Tom

1. Learning effective stochastic differential equations from microscopic simulations: linking stochastic numerics to deep learning
   2021/06/10 by Felix Dietrich, Alexei G. Makeev, Dietrich, Felix +9 · 13 citations
   Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Emergent spaces for coupled oscillators
   2020/04/13 by Thiem, Thomas N., Kooshkbaghi, Mahdi, Bertalan, Tom +2 · 1 citation
   #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA)
3. Implementation and (Inverse Modified) Error Analysis for implicitly-templated ODE-nets
   2023/03/31 by Aiqing Zhu, Zhu, Aiqing, Tom Bertalan +7 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Reservoir Engineering and Simulation Methods