Litvinov, Sergey

1. Individualizing Glioma Radiotherapy Planning by Optimization of Data and Physics-Informed Discrete Loss
   2023/12/08 by Michał Balcerak, Balcerak, Michal, Jonas Weidner +17 · 3 citations
   Mathematics · #Mathematical Biology Tumor Growth
2. A Learnable Prior Improves Inverse Tumor Growth Modeling
   2024/03/07 by Weidner, Jonas, Ezhov, Ivan, Balcerak, Michal +11 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
3. Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning
   2024/03/29 by Amoudruz, Lucas, Litvinov, Sergey, Koumoutsakos, Petros · 2 citations
   #Biological Physics (physics.bio-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
4. Bayesian Inference for PDE-based Inverse Problems using the Optimization of a Discrete Loss
   2025/10/17 by Lucas Amoudruz, Amoudruz, Lucas, Sergey Litvinov +5 · 2 citations
   Mathematics · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Mathematical Biology Tumor Growth #Methodology (stat.ME) #Numerical methods in inverse problems