Popular repositories Loading

1. COMSOL-lpbf-digital-twin-surrogate COMSOL-lpbf-digital-twin-surrogate Public

   COMSOL multiphysics simulation of LPBF melt pool physics on Inconel 718, 2D coupled Marangoni convection, heat transfer, and thermo-mechanical stress; 3D single-track keyhole detection (3,452 K pea…

   Python 1

2. ml-anomaly-detection-pipeline ml-anomaly-detection-pipeline Public

   Detect unusual taxi trip patterns using statistical models, Isolation Forest, and LSTM Autoencoders with ensemble voting.

   Python

3. germany-energy-ml germany-energy-ml Public

   Machine learning platform for German energy market forecasting, analytics, and anomaly detection, featuring load & price prediction, interactive dashboards, and REST APIs.

   Python

4. lithium-ion-battery-degradation-ml lithium-ion-battery-degradation-ml Public

   Machine learning analysis of lithium-ion battery degradation using CALCE CS2 dataset, including DVA/ICA electrochemical insights, statistical testing, and RUL prediction.

   Jupyter Notebook

5. Slotcar-dynamics-modeling-mpc Slotcar-dynamics-modeling-mpc Public

   Physics-based modeling and optimal control of Carrera slot cars using Euler–Lagrange dynamics, crash prediction, and model predictive control.

   Python

6. Abaqus-hpt-blade-thermo-mechanical-fea Abaqus-hpt-blade-thermo-mechanical-fea Public

   Abaqus/Standard coupled temperature-displacement analysis of an HPT blade subjected to centrifugal forces (10,000 RPM) and extreme thermal gradients (400–1000°C). Features mesh refinement strategy,…