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hengruibaicn's Projects

amaw-pinn icon amaw-pinn

Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting

andoid-app icon andoid-app

Creating a simple voting system app with a team at university

cpinn icon cpinn

Competitive Physics Informed Networks

fb-prophet-time-series-forecasting icon fb-prophet-time-series-forecasting

Time Series forecasting on daily temperature data using the FB Prophet library. Complete Video Explanaiton on my YouTube channel: https://www.youtube.com/watch?v=2vF2xTUXJwM

honor icon honor

Honor preparation and coding

locally-adaptive-activation-functions icon locally-adaptive-activation-functions

Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.

locally-adaptive-activation-functions-neural-networks- icon locally-adaptive-activation-functions-neural-networks-

Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawaguchi, G E Karniadakis, Locally adaptive activation functions with slope recovery for deep and physics-informed neural networks, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences,

multivariate-time-series-forecasting icon multivariate-time-series-forecasting

Multivariate time series forecasting using the VAR Model in Python. Video Explanation available on my Youtube channel: https://www.youtube.com/watch?v=4jv1NGlAc_0

mynotes-course icon mynotes-course

This is the GitHub repository of the MyNotes application for the Free Flutter Course (https://www.youtube.com/playlist?list=PL6yRaaP0WPkVtoeNIGqILtRAgd3h2CNpT)

shopsie icon shopsie

This is eCommece application which is built in Flutter and Medusa API.

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