Mahdi Karami holds a Master of Science degree in Mechanical Engineering and is currently pursuing graduate studies in Electrical Engineering. His research focuses on the electrochemical–thermal modeling of lithium-ion batteries using advanced numerical methods and simulation frameworks.
He combines expertise in physics-based modeling, computational techniques, and machine learning to develop simulation tools applicable across various energy and engineering systems.
Research Areas
- Electrochemical–thermal modeling of lithium-ion batteries
- Thermal analysis and thermodynamic cycle simulation
- Combustion modeling and turbulence
- Nonlinear dynamics and reduced-order models
- Physics-informed neural networks (PINNs)
- Data-driven models and signal processing
Technical Expertise
- Numerical simulation and mathematical modeling
- Computational Fluid Dynamics (CFD)
- Finite Element Analysis (FEA)
- Software automation and simulation workflows
- Advanced post-processing techniques
- Component-level modeling of heat exchangers and thermal equipment
- Engineering R&D and prototyping