NU-CUCIS / ml-iter-additiveLinks
An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process
☆37Updated 4 years ago
Alternatives and similar repositories for ml-iter-additive
Users that are interested in ml-iter-additive are comparing it to the libraries listed below
Sorting:
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆56Updated 3 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆33Updated 2 years ago
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆34Updated 2 years ago
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆10Updated 2 years ago
- GO-MELT: GPU-Optimized Multilevel Execution of LPBF Thermal simulations☆21Updated 5 months ago
- Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications☆54Updated 2 years ago
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆23Updated 6 years ago
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆29Updated 4 years ago
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆116Updated 6 months ago
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆20Updated 6 years ago
- AMCA3D (3D Cellular Automata method for Additive Manufacturing) is a parallel C++ program designed for modeling mesoscale grain structure…☆53Updated 3 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆32Updated 5 years ago
- ☆29Updated 2 years ago
- A continuum physics code for additive manufacturing built on OpenFOAM☆34Updated last month
- ☆29Updated 3 years ago
- Framework for Data-Driven Design and Analysis of Materials☆38Updated 5 years ago
- An open-source Matlab application to assist with generation, analysis and visualisation of TPMS-like structures and other 3D objects.☆34Updated last year
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- ☆23Updated last year
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆37Updated this week
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆42Updated 3 months ago
- Crystal plasticity for additive manufacturing☆56Updated this week
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆57Updated this week
- Python plugin and library for modeling, analyzing, and post-procesing auxetic structures in Abaqus.☆24Updated 4 years ago
- Toolbox for particulate microstructure modelling☆54Updated last year
- A python script to generate code that creates a Voronoi cell FEM for Abaqus CAE☆34Updated 4 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Python codes for Abaqus ODB files postprocessing☆49Updated 9 years ago
- Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learni…☆14Updated 6 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 5 years ago