freshman-ip / PINNLinks
用于求解薛定谔方程的数值解
☆12Updated last year
Alternatives and similar repositories for PINN
Users that are interested in PINN are comparing it to the libraries listed below
Sorting:
- Boosting the training of physics informed neural networks with transfer learning☆27Updated 4 years ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆23Updated 8 months ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Updated 3 years ago
- ☆30Updated 2 years ago
- A hybrid approach using physical information (PI) lightweight temporal convolutional neural networks (PI-TCN) for remaining useful life (…☆29Updated 3 years ago
- Accompanyig code for "Training Physics-Informed Neural Networks: one learning to rule them all?"☆13Updated 3 years ago
- Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks☆116Updated 3 years ago
- Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm☆32Updated 2 years ago
- ☆14Updated last year
- ☆91Updated 2 years ago
- Physics-informed neural networks package☆337Updated 3 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆17Updated 8 months ago
- An automatic knowledge embedding framework for scientific machine learning☆23Updated 3 years ago
- Physics Informed Neural Network for Time Series Forecasting☆12Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆28Updated 2 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆68Updated 4 years ago
- 一个简易的模块化物理信息神经网络实现(PINN)☆51Updated last month
- The relevant codes and more comparison results of "Physics-informed deep learning for tool wear monitoring".☆16Updated 4 years ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆16Updated last year
- ☆26Updated 3 years ago
- Physics-guided Deep Markov Models☆13Updated 3 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆22Updated 5 months ago
- ☆65Updated 3 years ago
- An ensemble bagged trees classification approach for monitoring of the engine conditions and fault diagnosis using Visual Dot Patterns of…☆18Updated 3 years ago
- ☆10Updated 2 years ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆38Updated 2 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆94Updated 3 years ago
- Physics-guided Convolutional Neural Network☆68Updated 5 years ago
- MATLAB solver for the deformation of an elastic half-space based on the Boundary Element Method (BEM)☆14Updated 2 years ago
- DeepXDE and PINN☆141Updated 3 years ago