This repository includes codes and description corresponding to the paper entitled, "Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning".
☆11Nov 18, 2022Updated 3 years ago
Alternatives and similar repositories for ML-LPBF-AM
Users that are interested in ML-LPBF-AM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".☆41Aug 3, 2022Updated 3 years ago
- A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser …☆35Jun 1, 2021Updated 4 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
- Inverse analysis solver for PRISMS-Plasticity CPFEM software☆11Jul 13, 2023Updated 2 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆46Jul 13, 2022Updated 3 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.
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆24Dec 28, 2025Updated 4 months ago
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆16Aug 18, 2022Updated 3 years ago
- Python script for numerical simulation of grain-growth during solidification of 3D printed metals☆18Mar 15, 2022Updated 4 years ago
- ☆17Mar 28, 2024Updated 2 years 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 10 months ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆48Oct 13, 2023Updated 2 years ago
- A simple Python project that takes a CT scan in DICOM format and outputs a directional X-ray projection.☆11Jun 13, 2019Updated 6 years ago
- ☆12Nov 30, 2022Updated 3 years ago
- Winter 2021, GGG 298 - Tools for Data Intensive Research - UC Davis☆12Mar 10, 2021Updated 5 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.
- OpenFOAM solver for selective melting☆11Dec 4, 2022Updated 3 years ago
- An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process☆40Mar 8, 2021Updated 5 years ago
- Fitting problems solved with a multilayer perceptron implemented in PyTorch technology☆13Feb 17, 2021Updated 5 years ago
- Python package for the numerical renormalization group (RG) evolution in the Standard Model Effective Field Theory (SMEFT)☆11Apr 12, 2018Updated 8 years ago
- Multi-Objective Optimization of ELM for RUL Prediction☆15Jun 1, 2022Updated 3 years ago
- Automatically parametrize the effect of EFT coefficients on arbitrary observables