Code implementation of the paper "Thermal Control of Laser Powder Bed Fusion using Deep Reinforcement Learning".
☆40Aug 3, 2022Updated 3 years ago
Alternatives and similar repositories for ThermalControlLPBF-DRL
Users that are interested in ThermalControlLPBF-DRL 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 …☆11Nov 18, 2022Updated 3 years ago
- OpenFOAM solver for selective melting☆11Dec 4, 2022Updated 3 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
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆46Jul 13, 2022Updated 3 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆70Oct 25, 2021Updated 4 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Inverse analysis solver for PRISMS-Plasticity CPFEM software☆10Jul 13, 2023Updated 2 years ago
- An optimization tool for additive manufacturing using automatic differentiation☆60Jun 12, 2021Updated 4 years ago
- OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.☆25Jun 22, 2019Updated 6 years ago
- Python script for numerical simulation of grain-growth during solidification of 3D printed metals☆18Mar 15, 2022Updated 4 years ago
- An iterative machine learning framework for predicting temperature profiles for an additive manufacturing process☆40Mar 8, 2021Updated 5 years ago
- Cellular automata code for alloy nucleation and solidification written with Kokkos☆87Mar 13, 2026Updated 3 weeks ago
- Simple example which contains the different toolpath generation, and G-code generation for the 5AXISMAKER machine☆14May 1, 2023Updated 2 years ago
- Metallography Dataset from Additive Manufacturing☆36Jun 9, 2021Updated 4 years ago
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆88Updated this week
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- A data format description for storing scanner-based laser-processing jobs, complete with vector-geometry data, processing parameters and …☆32Jan 5, 2026Updated 3 months ago
- Support Generation for Robot-Assisted 3D Printing with Curved Layers☆22Aug 9, 2024Updated last year
- Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications☆69Apr 24, 2023Updated 2 years ago
- Derived from http://www.cfd-online.com/Forums/openfoam-news-announcements-other/106881-solid-mechanics-solvers-added-openfoam-extend-4.ht…☆24Jan 3, 2016Updated 10 years ago
- PySLM: A Python Library for 3D Printing and Additive Manufacturing☆170Mar 1, 2026Updated last month
- Software to simulate heat transfer for additive manufacturing☆51Apr 1, 2026Updated last week
- ☆78Apr 2, 2026Updated last week
- 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
- ☆11Jan 8, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- In this project, both dynamic and thermal simulation of laser powder bed fusion are implemented using CUDA.☆24Dec 28, 2025Updated 3 months ago
- ☆12Nov 30, 2022Updated 3 years ago
- A python implementation of the Fast Stokesian Dynamics methods (A. Fiore, J. Swan, 2019) which leverage the library JAX to just-in-time c…☆10Dec 7, 2025Updated 4 months ago
- This is the implementation of the RecFNO.☆25Feb 21, 2023Updated 3 years ago
- Generates Abaqus include files from the crystallographic texture of an alloy for crystal plasticity analyses☆11Feb 19, 2023Updated 3 years ago
- Datasets to be used by ESPEI. CC-BY-4.0☆14Oct 9, 2021Updated 4 years ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆47Oct 13, 2023Updated 2 years ago
- Winter 2021, GGG 298 - Tools for Data Intensive Research - UC Davis☆12Mar 10, 2021Updated 5 years ago
- A small project that uses Discrete Denoising Diffusion Probabilistic Models (D3PMs), a generative model for discrete data that builds upo…☆15Aug 10, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- The Senseiver: attention-based global field reconstruction from sparse observations☆30Nov 21, 2024Updated last year
- These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method☆91Jan 25, 2019Updated 7 years ago
- Fitting problems solved with a multilayer perceptron implemented in PyTorch technology☆13Feb 17, 2021Updated 5 years ago
- A cell counter using computer vision techniques.☆10May 13, 2022Updated 3 years ago
- Fast Stokesian Dynamics☆16Dec 4, 2025Updated 4 months ago
- Python package for the numerical renormalization group (RG) evolution in the Standard Model Effective Field Theory (SMEFT)☆11Apr 12, 2018Updated 7 years ago
- This project provides a cost-effective solution for Pakistani farmers to assess soil quality and receive fertilizer recommendations using…☆13Aug 14, 2025Updated 7 months ago