HydroGym: Solver-Independent RL Platform with 60+ Flow Environments
maier_ak · x · 2026-08-24
HydroGym is a solver-independent RL platform with 60+ open flow-control environments, spanning laminar to fully turbulent regimes, Reynolds numbers up to 4×10⁵, and 2-D/3-D Mach variations. It creates a shared benchmark for fluid-dynamics AI.
Related event: HydroGym RL Platform Cuts Wing Drag by 38%(4 posts)→
More from Research
- Interpretability paper incoming: in-depth look at testing explanations on modern LLMs — burny_tech · 2026-10-16
- Better-learning models tend to be more interpretable, argues Nick Cammarata — burny_tech · 2026-10-16
- Cornell and Amazon revisit the 16x pretraining compute gap: diffusion LMs need only 3-8x — LucaAmb · 2026-10-16
- AI trained on the fraction of human intelligence that fit the page — r0ck3t23 · 2026-10-16
- Quotient Recurrent Reasoners hit 97.9% on Sudoku-Extreme with 78% fewer loops — burny_tech · 2026-10-16
- Mathematicians publish explainer for the Egyptian fraction proof in OpenAI's proofs collection — burny_tech · 2026-10-16