Roman Schutski

1. TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning
   2022/04/30 by Konstantin Sozykin, Sozykin, Konstantin, Andrei Chertkov +9 · 8 citations
   Mathematics · #Tensor decomposition and applications
2. BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
   2024/06/06 by Artem Zholus, Maksim Kuznetsov, Zholus, Artem +11 · 4 citations
   Engineering · Materials Science · #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence
3. Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints
   2026/07/20 by Thomas MacDougall, Maksim Kuznetsov, Roman Schutski +5
   #cs.LG #cs.AI #cs.CL