Yash Dhamecha

This work is an extension of my Master Thesis. Responsibilities: • Inverse design analysis to determine the component design from experimental observations. • Developing and integrating parametric ROMs into ANSYS to accelerate ECU simulations. • Adapting the pMOR algorithm for CMS reduction method. • Creating a library of modular, component pROMs with material properties as input parameters. • Integrate and use these PROMs within ANSYS with full-order models for faster simulations.

Achievements: • Developed parametric ROMs - >99% accuracy, 105x faster and resource-efficient. • Developed data-efficient predictive models, enabling accurate predictions with minimal training data. • Developed novel adaptive sampling methodology - robust and scalable with cross-domain applicability. Thesis: Dynamic Simulation of Electronic Components • Developed a novel adaptive sampling (AS) methodology using existing MOR method (Modal Truncation) to improve accuracy, efficiency, and scalability of para

Responsibilities: • Experimental and numerical research on contact heat transfer in rolling bearings. • Extension and enhancement of the bearing test rig, including the creation of the required CAD drawings. • Planning and execution of measurements to determine load- and speed-dependent heat transfer between the inner and outer races of ball bearings. • Use of infrared thermography to record temperature fields and preparation of the corresponding data. • Development and extension of an inverse evaluation ro

Completed training in Manufacturing/Maintenance department.

Computer Aided Conception and Production in Mechanical Engineering (CAME) deals with the concepts of FEA and CFD, the logic behind them, its applications in the industry, and how it's used to design CAD/CAE softwares.