SteliosTsop / QF-image-segmentation-kerasView external linksLinks
In this repository, we present an Semantic Segmentation code, based on U-net architecture, that is used for the topographic characterization of the fracture surfaces of brittle materials. The results of this work are presented in the publication: " Toward quantitative fractography using convolutional neural networks ".
☆17Mar 14, 2021Updated 4 years ago
Alternatives and similar repositories for QF-image-segmentation-keras
Users that are interested in QF-image-segmentation-keras are comparing it to the libraries listed below
Sorting:
- Open-source preprocessing tool that can create, at the required level of accuracy, a fully conformal uniformly distributed grid for a giv…☆11Aug 26, 2022Updated 3 years ago
- SATBIM main repo☆11Jun 8, 2023Updated 2 years ago
- ☆11Dec 30, 2020Updated 5 years ago
- Vision Based Inspection tool comprising of retrained Inception V3 network and OpenCV Filters for fracture detection. Published at A2IC 20…☆11Jun 19, 2019Updated 6 years ago
- Smoothed Particle Hydrodynamics☆12Dec 14, 2010Updated 15 years ago
- ☆10Mar 21, 2018Updated 7 years ago
- Postion-based Fluid Simulation☆12Aug 17, 2020Updated 5 years ago
- Real-time fluid simulation using smoothed particle hydrodynamics (SPH) by taking advantage of GPU hardware ray tracing for particle neigh…☆12Dec 10, 2025Updated 2 months ago
- ☆12Jul 22, 2022Updated 3 years ago
- ☆10Nov 21, 2022Updated 3 years ago
- OpenFOAM solver for the Allen-Cahn phase field equation coupled with thermal diffusion for simulating solidification phase transformation…☆11Jul 22, 2021Updated 4 years ago
- Material Point Method for Soft Body/Fluid Physics Simulation in Rust☆15Jan 31, 2020Updated 6 years ago
- A collection of python utilities for mesh processing☆13Jan 20, 2023Updated 3 years ago
- Stretched Equal Area (SEA) Generator - Make spherically symmetric arrangements of particles with accurate particle densities, e.g. for SP…☆11Apr 20, 2024Updated last year
- A tensorflow implementation of densenet with FCN for medical image segmentation☆11May 27, 2018Updated 7 years ago
- ☆12Dec 22, 2018Updated 7 years ago
- Real-Time SPH Simulation using C++/CUDA and OpenGL for Visualization☆14May 8, 2022Updated 3 years ago
- MPM with FEniCS☆10Jun 18, 2019Updated 6 years ago
- Segmentation of different types of bones using Thresholding and morphological operations and detected (located) fracture using Hough Tran…☆10Sep 23, 2019Updated 6 years ago
- ☆11Apr 12, 2023Updated 2 years ago
- Code: A phase field formulation for dissolution-driven stress corrosion cracking (https://doi.org/10.1016/j.jmps.2020.104254)☆17May 15, 2023Updated 2 years ago
- Elasto-plastic coupling with phase field model☆10Aug 27, 2018Updated 7 years ago
- ☆17May 18, 2024Updated last year
- A MAC (Marker-And-Cell) solver written in Taichi☆10Aug 30, 2022Updated 3 years ago
- An open-source multi-purpose smoothed particle hydrodynamics (SPH) / N-body hybrid code☆10Dec 6, 2017Updated 8 years ago
- ☆12Jul 26, 2021Updated 4 years ago
- A state based peridynamics code to simulate 2d/3d solid deformation (possibly fracture)☆16Jul 17, 2020Updated 5 years ago
- An implementation of the algorithms described in Chukwudozie, C. (2016). Application of the Variational Fracture Model to Hydraulic Frac…☆11Jul 31, 2019Updated 6 years ago
- FEM code for phase-field fracture of poroelastic media☆12Jun 24, 2016Updated 9 years ago
- Fluid simulation toy on a Raspberry Pi 4 with tilt input, using smoothed particle hydrodynamics (SPH)☆12Jul 8, 2023Updated 2 years ago
- Mathematica codes for nonlocal elasticity (dual-horizon non-ordinary state-based peridynamics), including library functions and numerical…☆13Apr 9, 2022Updated 3 years ago
- A hybrid FEM/BEM code that computes the scattered acoustic field field of an elastic obstacle in an infinite pressure medium. FEM is solv…☆12Dec 21, 2016Updated 9 years ago
- Real-time mesh fracturing with dynamic impact locations☆12Aug 27, 2020Updated 5 years ago
- This program is developed based on the invariant level set method (I-LSM) to extract the fracture geometry simulated by XFEM in ABAQUS.☆12Jun 11, 2023Updated 2 years ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year
- The DynaGen model allows the prediction of dynamical field data based on microstructure input. The model is exemplified to dynamic fractu…☆12Mar 17, 2023Updated 2 years ago
- Bayesian U-Net for Keras☆11Dec 28, 2019Updated 6 years ago
- A simple CUDA accelerated material point method simulation.☆10Apr 27, 2020Updated 5 years ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Apr 21, 2023Updated 2 years ago