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☆58Updated 4 years ago
- GO-MELT: GPU-Optimized Multilevel Execution of LPBF Thermal simulations☆26Updated 2 months ago
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆38Updated 3 years ago
- Materials for the TOPology OPTimization course [ALM]☆20Updated 7 months ago
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆32Updated 4 years ago
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆74Updated 5 years ago
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆12Updated 3 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆38Updated 3 years ago
- Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications☆61Updated 2 years ago
- In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model …☆28Updated 7 years ago
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆125Updated 10 months ago
- Framework for Data-Driven Design and Analysis of Materials☆40Updated 6 years ago
- Microstructure generation☆88Updated 3 weeks ago
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆22Updated 6 years ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆33Updated 5 years ago
- Dataset of topology optimization☆95Updated 5 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆38Updated 4 months ago
- Code for paper "Self-Directed Online Machine Learning for Topology Optimization"☆129Updated 8 months ago
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆23Updated 6 years ago
- Deep Learning and Finite Element Method for Physical Systems Modeling☆51Updated 6 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆57Updated last month
- Implementation of Maximum Size constraints on the TopOpt_in_PETSc code☆40Updated 5 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆89Updated last month
- Homogenization code for 3D lattice structure☆80Updated 5 months ago
- Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)☆125Updated last month
- ☆31Updated 3 years ago
- Code for "Neural Networks for Topology Optimization"☆150Updated 4 years ago
- GPU accelerated differentiable finite elements for solid mechanics with PyTorch☆64Updated this week
- A Simple Lattice Infiller☆19Updated last year
- A library for creating and running 3D FEA simulations using the opensource Calculix FEA Package.☆40Updated 2 months ago