Projects & Grants

Internal Grant Competition DGC
START-UP grant





Neural networks as dynamical systems for modeling natural phenomena
Project IdSGS11/PŘF-MF/2026
Main solverMgr. Petr Hyner
Period1/2026 - 12/2026
ProviderSpecifický VŠ výzkum
Statesolved
AnotationThe project focuses on neural networks as dynamical systems for modeling natural phenomena. Primary emphasis is on large language models and transformer architectures. Research areas include interpretability methods, Mixture-of-Experts optimization, RAG integration, Physics-Informed Neural Networks, social dynamics modeling, adaptive interventions with knowledge graphs, and autonomous coding agents.
Total Costs920 000 CZK