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Name: Pavel_Plotnitskii
Type: User
Company: KAUST
Bio: PhD student
Blog: https://www.linkedin.com/in/pavel-plotnitskii-604529b5/
Name: Pavel_Plotnitskii
Type: User
Company: KAUST
Bio: PhD student
Blog: https://www.linkedin.com/in/pavel-plotnitskii-604529b5/
EAGE Annual Amsterdam 2021 ML Competition
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
Wave propagation modules for PyTorch.
Surface-related multiple elimination. Based on Oleg Ovcharenko mtl_low with deep learning.
GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers
Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm
Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)
FusionNet: A deep fully residual convolutional neural network for image segmentation in connectomics
Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.
An interactive graph database of openly available seismic datasets
This tool serves as a test harness for different optimization techniques to improve stencil computations performance in shared and distributed memory systems
Please bash run_ml.sh to start the code. Main code is main.py
Bash scripts for Ibex users that install (or uninstall) VS Code server
Bash scripts for Ibex users that install (or uninstall) Miniconda
Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018
Material for KAUST and Iraya's virtual summer school on Utilising unstructured data in geoscience.
A template for a LaTeX MWE
Open Seismic is an open-source toolbox for conducting inference on seismic data. We use OpenVINO while inference.
A hyperparameter optimization framework
PyLops – A Linear-Operator Library for Python
PyProximal – Proximal Operators and Algorithms in Python
PyTorch implementations of Generative Adversarial Networks.
Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.
Main Madagascar source
full waveform inversion and adjoint tomography workflows
Seismic data processing with ML and deep learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.