BaratiLab / MeltpoolNetLinks
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
☆36Updated 3 years ago
Alternatives and similar repositories for MeltpoolNet
Users that are interested in MeltpoolNet are comparing it to the libraries listed below
Sorting:
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆56Updated 3 years ago
- ☆23Updated 10 months ago
- ☆56Updated 2 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆25Updated 2 months ago
- A continuum physics code for additive manufacturing built on OpenFOAM☆41Updated last month
- A discrete element method (DEM) code for modeling the deposition of powder particles, specifically for additive manufacturing (AM)☆13Updated 4 years ago
- ☆30Updated 3 years ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆17Updated 3 months ago
- Framework for Data-Driven Design and Analysis of Materials☆38Updated 5 years ago
- Scripts for the ANN publication submited to FEAD 2021☆14Updated 4 years ago
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆28Updated 7 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 6 years ago
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆124Updated 8 months ago
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆37Updated 3 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆42Updated last year
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆53Updated 5 months ago
- FEM enhanced neural network☆18Updated 2 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆52Updated 6 years ago
- Phase Field Fracture modelling in COMSOL☆26Updated 3 years ago
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆18Updated last month
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆45Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆21Updated 2 years ago
- AMCA3D (3D Cellular Automata method for Additive Manufacturing) is a parallel C++ program designed for modeling mesoscale grain structure…☆57Updated 3 years ago
- ☆41Updated 3 years ago
- UMAT subroutine for Abaqus where all of MML works are included. Enjoy!☆46Updated last year
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆12Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year