☆33Oct 28, 2024Updated last year
Alternatives and similar repositories for Physics_informed_AM
Users that are interested in Physics_informed_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:
- ☆18Mar 28, 2024Updated 2 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
- ☆34Sep 21, 2022Updated 3 years ago
- ☆16Jul 17, 2022Updated 4 years ago
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Mesh-independent treatment for straightforward modelling of (non-linear) fracture mechanical processes using a mixed mode cohesive zone m…☆15Aug 10, 2021Updated 4 years ago
- virtual element method for space-time dynamic analysis☆15Mar 18, 2025Updated last year
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆74Oct 25, 2021Updated 4 years ago
- This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing t…☆22Jun 26, 2024Updated 2 years ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Updated this week
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- ☆13Nov 28, 2025Updated 7 months ago
- A generic FEM solver by meta-expressions☆18Jul 21, 2023Updated 3 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.
- Additive manufacturing simulation with JAX.☆360Jul 11, 2025Updated last year
- Software to simulate heat transfer for additive manufacturing☆55Updated this week
- Data Driven Modelling of Composites☆11Sep 6, 2017Updated 8 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆29Jan 20, 2023Updated 3 years ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆25Jul 3, 2023Updated 3 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 3 years ago
- GO-MELT: GPU-Optimized Multilevel Execution of LPBF Thermal simulations☆36Mar 24, 2026Updated 4 months ago
- Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process☆17Aug 18, 2022Updated 3 years ago
- Visualisation of cellular automatons as grain growths in PyGame!☆11Jun 21, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆56Sep 20, 2022Updated 3 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
- Fatigue Crack Growth Rate Predictions of Ti6Al4V which is processed using LPBF and post Processed.☆12Oct 19, 2021Updated 4 years ago
- Plugin for abaqus to generate user subroutines in welding and Additive Manufacturing modeling☆162Dec 7, 2024Updated last year
- Example Python code using FEniCS and dolfin.adjoint to accompany SMO paper on topology optimisation for heat sinks with embedded PCM.☆11Aug 22, 2023Updated 2 years ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆26Apr 1, 2026Updated 3 months ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- Thermal-Fluid Dynamics Solver for Advanced Manufacturing Applications☆72Apr 24, 2023Updated 3 years ago
- FEniCS code for the fracture model of Kumar et al. JMPS 2020: https://www.sciencedirect.com/science/article/pii/S0022509620302623☆15Nov 25, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆27Feb 20, 2026Updated 5 months ago
- Laser Ray Tracing Implementation and fluid flow simulation framework for Additive Manufacturing, laser welding, laser drilling applicatio…☆94Updated this week
- Code to mesh, execute topology optimization, and evaluate results for an irregular shaped pressure vessel☆12May 26, 2020Updated 6 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
- 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
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆12Dec 27, 2021Updated 4 years ago
- Generates patterns with seamlessly connected building blocks☆19May 21, 2024Updated 2 years ago