MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
☆46Jul 13, 2022Updated 3 years ago
Alternatives and similar repositories for MeltpoolNet
Users that are interested in MeltpoolNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process☆40Mar 8, 2021Updated 5 years ago
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆19Jan 9, 2022Updated 4 years ago
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆34Jun 1, 2021Updated 4 years ago
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆16Aug 18, 2022Updated 3 years ago
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆25Jun 22, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A continuum physics code for additive manufacturing built on OpenFOAM☆58Mar 26, 2026Updated last month
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆71Oct 25, 2021Updated 4 years ago
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆40Aug 3, 2022Updated 3 years ago
- Metallography Dataset from Additive Manufacturing☆36Jun 9, 2021Updated 4 years ago
- An optimization tool for additive manufacturing using automatic differentiation☆60Jun 12, 2021Updated 4 years ago
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆148Dec 7, 2024Updated last year
- A Fortran subroutine file to be compiled with Abaqus finite element software to simulate the welding process using the new double-ellipso…☆15Mar 28, 2017Updated 9 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
- ☆13Oct 3, 2016Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- subroutine for abaqus☆21May 5, 2020Updated 5 years ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆25Aug 3, 2024Updated last year
- Worked on a dataset of high entropy alloys which is used to design materials for additive manufacturing. Being responsible for Performing…☆18Aug 20, 2022Updated 3 years ago
- Fierro is a C++ code designed to aid the research and development of numerical methods, testing of user-specified models, and creating mu…☆66Updated this week
- Additive manufacturing simulation with JAX.☆346Jul 11, 2025Updated 9 months ago
- ☆31Dec 18, 2021Updated 4 years ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- NIST's OWL ontology of additive manufacturing☆10Mar 4, 2024Updated 2 years ago
- This repository contants INP files and subroutine codes which are unified elasto-viscoplastic constitutive model for 316 stainless steel …☆21Jul 31, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Dec 28, 2023Updated 2 years ago
- ☆32May 2, 2025Updated 11 months ago
- PySLM: A Python Library for 3D Printing and Additive Manufacturing☆173Mar 1, 2026Updated last month
- ☆34Oct 28, 2024Updated last year
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 3 years ago
- ☆17Mar 28, 2024Updated 2 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆25Jul 2, 2025Updated 9 months ago
- [TASE 2024] Official implementation of the paper "Probabilistic Data-Driven Modeling of a Melt Pool in Laser Powder Bed Fusion Additive M…☆12Jul 14, 2025Updated 9 months ago
- ☆11Oct 30, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Software to simulate heat transfer for additive manufacturing☆54Apr 13, 2026Updated 2 weeks ago
- 个人开发工具库☆17Apr 30, 2022Updated 4 years ago
- This repository will house information and code examples of pulling thermodynamic data from metal alloy systems from the NIST alloy data …☆12Jun 2, 2022Updated 3 years ago
- DRAGen RVE Generator☆37Apr 2, 2026Updated 3 weeks ago
- Dendritic crystal growth simulation.☆24Oct 24, 2022Updated 3 years ago
- Inverse analysis solver for PRISMS-Plasticity CPFEM software☆10Jul 13, 2023Updated 2 years ago
- Error-free 3D printing. Defect detection and melt pool monitoring in a metal 3D printer. Tracks area of the melt pool, intensity, and rad…☆20Dec 15, 2020Updated 5 years ago