Selected case studies demonstrating high-fidelity simulation and data intelligence.
Predicting failure risks in turbine blades under extreme thermal loads (10k+ RPM).
Developed a coupled thermal-structural FEM model with adaptive meshing (~1M DoF).
Achieved convergence in <10 minutes. Reduced prototype cycles by 40%.
Standard 2D charts failed to reveal hidden correlations in complex patient datasets.
Implemented an AI-driven pipeline using manifold learning (UMAP) and 3D statistical surface fitting.
Identified hidden high-risk clusters invisible to traditional methods.
Preventing corrosion and uneven dosing in methanol injection systems.
Created a full 3D Digital Twin of the dosing shelter (12x3x4m) to simulate fluid flow.
Optimized layout for safety and efficiency. Delivered a virtual testbed.
