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verification-and-validation

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Validated 2D/3D compressible SIMPLE/LTNE CFD solver for TPMS (Diamond/Gyroid) heat exchangers — Darcy–Forchheimer surrogate, dual air/water Nusselt closures, qNEHVI optimization, ASME V&V 20 (MMS/GCI). Shanghai 16-case: air-side Q 1.71%, grid-converged 3D Δp ≈12% / Q ≈3% (gamma_df). PySide6 GUI.

  • Updated Sep 10, 2026
  • Python

Adaptive structural-survivability and SHM research platform for aerospace systems: damage localization, remaining-control-authority analysis, bounded multi-action recovery, resource/uncertainty constraints, executed-command-consistent held-out verification, deterministic replay, HIL campaigns, and a P1 physical-validation path.

  • Updated Oct 1, 2026
  • Python

POC Vehicle Management Unit (VMU) for a power-split hybrid powertrain. This supervisory ECU coordinates the ICE and electric motor, selecting EV, ICE, hybrid, and regenerative modes based on driver demand, vehicle speed, battery SOC, and system limits, while applying basic protections for smooth, efficient operation.

  • Updated Oct 9, 2026
  • MATLAB

Physics-informed surrogates with calibrated error bounds for nonlinear transient conjugate heat transfer. Sole-authored preprint: JAX, seed-replicated ablations, split-conformal safety bound, 104/104 claims machine-audited, reproduces in under two core-hours.

  • Updated Aug 9, 2026
  • TeX

Five-day value-added course on Digital Twin with Python at Vel Tech, with interactive lecture pages, browser labs, Colab notebooks and PDF lecture notes. Builds a battery-pack twin step by step: simulation, calibration, Kalman filtering, machine learning surrogates, hybrid models, fault detection, remaining useful life and credibility assessment.

  • Updated Oct 19, 2026
  • HTML

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