Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process
☆17Aug 18, 2022Updated 3 years ago
Alternatives and similar repositories for Additive-Manufacturing-Transfer-Learning
Users that are interested in Additive-Manufacturing-Transfer-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository includes codes and description corresponding to the paper entitled, "Predicting Defects in Laser Powder Bed Fusion using …☆12Nov 18, 2022Updated 3 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆74Oct 25, 2021Updated 4 years ago
- Generates Abaqus include files from the crystallographic texture of an alloy for crystal plasticity analyses☆11Feb 19, 2023Updated 3 years ago
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆26Jun 22, 2019Updated 7 years ago
- A discrete element method (DEM) code for modeling the deposition of powder particles, specifically for additive manufacturing (AM)☆15Aug 20, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆44Aug 3, 2022Updated 3 years ago
- An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process☆40Mar 8, 2021Updated 5 years ago
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆18Jul 6, 2024Updated 2 years ago
- AMCA3D (3D Cellular Automata method for Additive Manufacturing) is a parallel C++ program designed for modeling mesoscale grain structure…☆67May 14, 2022Updated 4 years ago
- An optimization tool for additive manufacturing using automatic differentiation☆61Jun 12, 2021Updated 5 years ago
- ☆33Oct 28, 2024Updated last year
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆35Jun 1, 2021Updated 5 years ago
- (DG)-FEM-based multi-phase thermo-hydrodynamics solvers for metal additive manufacturing process simulations☆33Updated this week
- ☆17Feb 9, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆31Apr 26, 2025Updated last year
- Program to insert cohesive interface element by modifying Abaqus Input file☆34Aug 31, 2018Updated 7 years ago
- A short-crack finite element model incorporating both crystal plasticity and phase-field modeling of the crack geometry.☆33Aug 24, 2018Updated 7 years ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆26Aug 3, 2024Updated last year
- Modelling to interpret floor plan images to extract or infer information about a property's layout.☆16Mar 4, 2024Updated 2 years ago
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆24Dec 28, 2025Updated 6 months ago
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆94Jul 16, 2026Updated last week
- This is the repository for the ManufacturingNet project.☆12May 30, 2024Updated 2 years ago
- Source code, CNN model and examples for the proceedings paper: CNN based powder bed monitoring and anomaly detection for the selective la…☆10Dec 1, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Workflow for FESAFE fatigue analysis and postprocessing using Python and Abaqus☆12Feb 23, 2023Updated 3 years ago
- A data format description for storing scanner-based laser-processing jobs, complete with vector-geometry data, processing parameters and …☆34Jan 5, 2026Updated 6 months ago
- ☆12Nov 17, 2021Updated 4 years ago
- Software to simulate heat transfer for additive manufacturing☆55Updated this week
- Duva&Crow (1994) creep model with implemented with Abaqus CREEP subroutine☆12Jun 30, 2023Updated 3 years ago
- ☆32Dec 18, 2021Updated 4 years ago
- Inverse analysis solver for PRISMS-Plasticity CPFEM software☆11Jul 13, 2023Updated 3 years ago
- A plugin for Abaqus CAE 2018 to apply arbitrary stress fields more easily☆12Oct 10, 2023Updated 2 years ago
- Visualisation of cellular automatons as grain growths in PyGame!☆11Jun 21, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Routines implementing sbfem as UEL☆11Oct 8, 2020Updated 5 years ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆51Oct 13, 2023Updated 2 years ago
- Python package for analysing the results of tensile tests☆10Jan 14, 2021Updated 5 years ago
- Neural topology optimization via active learning for efficient channel design in turbulent mass transfer☆16Oct 9, 2025Updated 9 months ago
- this is a phase field modelling to simulate the microstructure evolution during martensitic transformation for Ti-6Al-4V alloy, encoded b…☆30Feb 1, 2023Updated 3 years ago
- Mirror for AdditiveFOAM https://github.com/ORNL/AdditiveFOAM: heat and mass transfer software for simulation of additive manufacturing, …☆15Aug 20, 2024Updated last year
- Python script for numerical simulation of grain-growth during solidification of 3D printed metals☆18Mar 15, 2022Updated 4 years ago