berkcankapusuzoglu / Physics-Informed-and-Hybrid-Machine-Learning-in-Additive-Manufacturing
Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication
☆17Updated 3 years ago
Alternatives and similar repositories for Physics-Informed-and-Hybrid-Machine-Learning-in-Additive-Manufacturing:
Users that are interested in Physics-Informed-and-Hybrid-Machine-Learning-in-Additive-Manufacturing are comparing it to the libraries listed below
- ☆18Updated last year
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆11Updated 7 months ago
- multi-fidelity neural network☆18Updated last year
- Multi-fidelity regression with neural networks☆12Updated 5 months ago
- ☆37Updated last year
- Multi-fidelity probability machine learning☆18Updated 3 months ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆30Updated 3 years ago
- ☆21Updated 6 months ago
- ☆37Updated last year
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆16Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 2 years ago
- Research/development of physics-informed neural networks for dynamic systems☆20Updated 5 months ago
- Physics-guided neural network framework for elastic plates☆38Updated 3 years ago
- Physics-informed radial basis network☆30Updated 11 months ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆31Updated 2 years ago
- Physics-informed deep learning for structural dynamics under moving load☆10Updated 7 months ago
- ☆8Updated 5 months ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated last month
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆25Updated 2 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 2 months ago
- Multifidelity Kriging, Efficient Global Optimization☆18Updated 6 years ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆14Updated 9 months ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆36Updated 8 months ago
- Multifidelity DeepONet☆32Updated last year
- FEM enhanced neural network☆15Updated 2 years ago
- Boosting the training of physics informed neural networks with transfer learning☆26Updated 3 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated 2 months ago
- ☆10Updated last year
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- Multi-fidelity reduced-order surrogate modeling☆22Updated last week