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1. FEINN FEINN Public

   In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite element method (FEM) for parametric simulation of static pro…

   MATLAB 3

2. BCMO_Package BCMO_Package Public

   We contribute here a Matlab-based optimization software package based on our novel optimization algorithm named Balancing Composite Motion Optimization (BCMO).

   MATLAB 2 4

3. SMO-Algorithm SMO-Algorithm Public

   We contribute here a Matlab-based package for training deep neural networks (DNN)s based on our novel optimization framework named Sequential Motion Optimization (SMO). We select the popular MNIST …

   MATLAB 2

4. hnPINN_for_PDEs hnPINN_for_PDEs Public

   This work proposes a hierarchically normalized physics-informed neural network (hnPINN) to solve PDE problems.

   MATLAB 2 1

5. SMOSAdam_Algorithm SMOSAdam_Algorithm Public

   This work proposes a Sequential Motion Optimization with Short-term Adaptive Moment Estimation (SMO-SAdam) to train neural networks.

   MATLAB 1

6. BCMO_Package_Python BCMO_Package_Python Public

   We contribute an updated Python version of BCMO Package provided in https://github.com/ThangLe-duc/BCMO_Package. In this package, we introduce an upgraded version named Balancing Composite Motion O…