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Physical Simulations for Model Training

simulationphysicshpcteam:mido/infra
Trial

Why?

  • Simulations produce large synthetic datasets for training perception, control, and physics-informed models.
  • Dense compute enables running high-fidelity simulations in parallel to accelerate model iteration.

What?

  • Integrate simulation workloads (e.g., physics engines, finite element frameworks) into the training pipeline.
  • Benchmark simulation-to-data costs and reproducibility; support GPU-accelerated simulators where possible.
  • Use simulations for data augmentation and safety-critical scenario generation.