PGM-IA

PGM-IA's Stars

• FreeFem/FreeFem-doc

  FreeFEM user documentation

  Language:JavaScript12843

• Raocp/PINN-elastodynamics

  physics-informed neural network for elastodynamics problem

  Language:Python11237

• nasa/swSim

  Solid Wave Simulation (swSim) is software that solves heterogeneous, anisotropic elastodynamic equations for ultrasonic NDE simulation. A time-explicit staggered grid finite difference (FD) scheme is employed and solved on graphics processing units (GPUs). Parallelism via the Message Passing Interface (MPI) allows for deployment on a cluster, or on a single computer with one or more GPUs. Wavefield data is output using Visualization Toolkit (VTK) file formats for 3D rendering capabilities via open source tools, and a kernel composition module allows high-level registration of sequences of matrix operations, providing extensibility in equations and physics solved.

  Language:C++116

• SPECFEM/specfem2d

  SPECFEM2D simulates forward and adjoint seismic wave propagation in two-dimensional acoustic, (an)elastic, poroelastic or coupled acoustic-(an)elastic-poroelastic media, with Convolution PML absorbing conditions.

  Language:C200146

• SURGroup/UQpy

  UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

  Language:Python27279

• JuliaLang/julia

  The Julia Programming Language

  Language:Julia45.5k5.5k

• Crunch-UQ4MI/neuraluq

  Language:Python15033

• nasa/PanNDE

  Language:C++103

• dirkphilip/LASIF_2.0

  An End-to-end Workflow for Adjoint Full Seismic Waveform Inversions, specifically designed for SALVUS. For a tutorial, please download the Jupyter notebook at https://github.com/solvithrastar/LASIF_tutorials

  Language:Python1412

• AmeyaJagtap/XPINNs_TensorFlow-2

  XPINN code written in TensorFlow 2

  2510

• computervision-xray-testing/GDXray

  Dataset GDXray used along the book Computer Vision for X-Ray Testing

  123

• Beckschen/TransUNet

  This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

  Language:Python2.3k495

• danchendrickson/RMG_NDE_Disssertation

  Code to support non-destructive evaluation of RMG cranes PhD dissertation

  Language:Jupyter Notebook4

• Rator02/Impact-Localization-through-CNN

  There are several NDI (Non destructive inspection) techniques for the purposes of structural health monitoring. Through this project, we are trying to build a 2D CNN model to predict the location of an impact on an aircraft's body, through pre processing the time series data we got from 4 Piezo-electric sensors.

  Language:Jupyter Notebook41

• RaymondWKWong/Seeing-the-Unseen

  Applications of Machine Learning with Ultrasound Data for Non-Destructive Testing

  Language:Jupyter Notebook2

• kroobose/awesome-NDT

  A collection of AWESOME things about ML for non-destructive testing

  1

• xaviergoby/Deep-Learning-and-Computer-Vision-for-Structural-Crack-Detection-And-Classification

  Incorporating Inductive Bias into Deep Learning: A Perspective from Automated Visual Inspection in Aircraft Maintenance

  Language:Python5316

• BJUT-VIP/Zero-Shot-UNDTSR

  Zero-Shot Ultrasound Nondestructive Testing Image Super-Resolution Based on Reflection Projection

  Language:Python3

• xaviergoby/ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDT

  Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing

  Language:Python3410

• ccoughlin/NDIToolbox

  NDIToolbox is an open source extensible signal and image processing application under development by TRI/Austin designed to assist with the analysis of complex Nondestructive Inspection (NDI) data.

  Language:Python85

• koomas/NDT_ML_Flaw

  These are datafiles for teaching a machine learning model for ultrasonic testing. The Data is from dissimilar metal weld and contains segmentation crack and EDM notch flaw types. In addition, there is CIVA simulated flaws.

  2

• ujjwalkarn/Machine-Learning-Tutorials

  machine learning and deep learning tutorials, articles and other resources

  15.4k3.8k

• onnx/onnx

  Open standard for machine learning interoperability

  Language:Python17.7k3.7k

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python82.3k22.1k

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++186k74.2k

• AmeyaJagtap/XPINNs

  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations

  14643

• glumpy/glumpy

  Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

  Language:Python1.2k178

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.7k1.2k

• corrscope/corrscope

  Python program to render wave files into oscilloscope views, featuring advanced correlation-based triggering algorithm

  Language:Python55521