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data-driven-modeling

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Shengwei-Peng / DataDriven-IGBT-Inverter-Modeling

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This repository contains the code and dataset for the paper "Data-Driven Modeling of Three-Phase IGBT Two-Level Inverter for Electrical Drives using ANNs". The project employs MATLAB to develop and train Artificial Neural Networks (ANNs) to model a three-phase IGBT two-level inverter for electrical drives.

matlab artificial-neural-networks power-electronics electrical-drives inverter-modeling data-driven-modeling
  • Updated Jul 20, 2024
  • MATLAB

thendralmagudapathi / Physics-Informed-Neural-Networks

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This repository contains Jupyter notebooks from my learning journey with Physics-Informed Neural Networks (PINNs). These are not complete projects but serve as educational resources to explore core and intermediate concepts in applying neural networks to solve partial differential equations (PDEs).

simulation tensorflow pytorch computational-physics partial-differential-equations fem differential-equations heat-transfer physics-simulation inverse-problems numerical-analysis scientific-machine-learning pinns physics-informed-neural-networks data-driven-modeling pde-solving ode-solving physics-ml
  • Updated Jun 7, 2025
  • Jupyter Notebook

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