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1. liion-battery-spm liion-battery-spm Public

   Single-particle model (SPM) of a Carbon | NMC111 Li-ion cell — anode/cathode half-cell thermodynamics, parameter fitting, and full-cell Butler-Volmer kinetics.

   Jupyter Notebook

2. spme-vs-p2d-liion-model spme-vs-p2d-liion-model Public

   Comparison of SPMe and P2D models for Carbon and NMC111 lithium-ion battery half-cells (ME698V course project).

   Jupyter Notebook

3. solar-pv-power-forecasting-ml solar-pv-power-forecasting-ml Public

   Short-term solar PV power forecasting using machine learning models and NSRDB weather data.

   Jupyter Notebook

4. nonlinear-fem-hyperelastic nonlinear-fem-hyperelastic Public

   Total Lagrangian nonlinear FEM analysis, made with for large-strain analysis of solid and porous hyperelastic specimens, with Cook's membrane validation.

   MATLAB

5. structural-and-modal-analysis-wheel-rim structural-and-modal-analysis-wheel-rim Public

   FEA of an automotive wheel rim in Ansys Mechanical - static structural analysis under SAE J328 bending load, with free-free or constrained or tire-loaded modal analysis.

   TeX

6. CALCE_CS2_Battery_SOH_ML CALCE_CS2_Battery_SOH_ML Public

   Predicting lithium-ion battery State of Health (SOH) from the CALCE CS2 cycling dataset using Linear Regression, Random Forest, and Gradient Boosting, validated with Leave-One-Battery-Out cross-val…

   Jupyter Notebook