MECHANICAL, AEROSPACE & CIVIL

Modelica multiphysics modeling

Modelica multiphysics modeling is an OpenEnv-compatible reinforcement learning environment in our Mechanical, Aerospace & Civil catalog. An agent acts through the tools below, and a deterministic verifier scores every episode, so the reward can be used for GRPO or other RLVR post-training.

Task and verification

Build a coupled electro-hydraulic actuator across electrical, rotational, hydraulic, and thermal domains. Hidden boundary cases, solver convergence, trajectory error, and conservation checks gate reward.

Tools and runtime

Modelica + OpenModelica + energy-balance checks

OPENENV / MODELICA

Related Mechanical, Aerospace & Civil gyms

• OpenFOAM CFD aerodynamic optimization
• FreeCAD CAM & CNC toolpath planning
• Parametric mechanical CAD (CadQuery)
• Structural CAE & FEA analysis
• GNC & orbital mechanics (Orekit)
• 2D CAD & DXF drafting automation
• BIM & MEP building systems routing
• Physics & PDE model calibration

See how these environments are run privately on the custom RL environments page, and how their rewards are made hard to game in our verifier design guide.

Plan a training run

Check the environment’s availability, compatible models and compute in Studio. A catalog entry does not guarantee that hosted training is enabled for your workspace.