We build physics-based models that predict how complex systems behave — and fail — before hardware exists.

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Control Systems

Optimal and predictive control — LQR, MPC, state estimation — keeping systems stable and within limits under disturbance.

Energy

Wind, battery, and thermal energy systems — pack-level state estimation, storage performance, and power flow under real duty cycles.

Oil & Gas

Electrical submersible pump modeling, plus mooring and riser mechanics and structural loads on floating platforms.

Dynamic Systems

Roll-to-roll web handling, rotating machinery, and multibody mechanics — predicting vibration, contact stress, and resonance.

Multidomain Modeling

Coupled structural, thermal, fluid, and electrical physics in one Modelica/FEM model — exported as FMUs for co-simulation and digital twins of existing hardware.

Agentic Frameworks & Production

LLM agents wrapping simulation tools — plain-language prompts that run real models, plot results, and ship as deployable apps.