NU-CUCIS / ml-iter-additive
An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process
☆36Updated 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
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆55Updated 3 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆31Updated 2 years ago
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆32Updated 2 years ago
- Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications☆50Updated last year
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆101Updated 3 months ago
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆27Updated 3 years ago
- GO-MELT: GPU-Optimized Multilevel Execution of LPBF Thermal simulations☆18Updated 2 months ago
- Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks☆31Updated 5 years ago
- Software to simulate heat transfer and fluid flow in additive manufacturing using OpenFOAM☆25Updated last month
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆20Updated 5 years ago
- AMCA3D (3D Cellular Automata method for Additive Manufacturing) is a parallel C++ program designed for modeling mesoscale grain structure…☆48Updated 2 years ago
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆20Updated 6 years ago
- ☆21Updated 11 months ago
- ☆27Updated 2 years ago
- Extraction of mechanical properties of materials through deep learning from instrumented indentation☆62Updated 3 years ago
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆48Updated 2 weeks ago
- A simple script for welding in ANSYS APDL with Goldak heat source☆11Updated 2 years ago
- ☆29Updated 3 years ago
- Framework for Data-Driven Design and Analysis of Materials☆36Updated 5 years ago
- A python script to generate code that creates a Voronoi cell FEM for Abaqus CAE☆34Updated 4 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆33Updated 7 months ago
- Deep Learning and Finite Element Method for Physical Systems Modeling☆50Updated 6 years ago
- Computer simulation on the crystallization of polymer dendritic crystal based on the phase-field model☆19Updated 6 years ago
- Python plugin and library for modeling, analyzing, and post-procesing auxetic structures in Abaqus.☆23Updated 3 years ago
- Micro-structure Grain Growth Simulation☆27Updated 5 years ago
- An open-source Matlab application to assist with generation, analysis and visualisation of TPMS-like structures and other 3D objects.☆33Updated last year
- Computational methods for fiber-reinforced composites☆12Updated 2 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 4 years ago
- A library for creating and running 3D FEA simulations using the opensource Calculix FEA Package.☆36Updated 2 months ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆40Updated last year