Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".
☆32Nov 30, 2020Updated 5 years ago
Alternatives and similar repositories for Complex-CNN-Seismic
Users that are interested in Complex-CNN-Seismic are comparing it to the libraries listed below
Sorting:
- Keras-Tensorflow implementation of complex-valued convolutional neural networks☆132Dec 10, 2024Updated last year
- Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end☆193Jul 8, 2025Updated 7 months ago
- More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge☆35Oct 26, 2021Updated 4 years ago
- data-driven seismic horizon tracking using non-local dynamic time warping☆48Sep 23, 2019Updated 6 years ago
- Fault detection software for seismic data☆14Sep 15, 2019Updated 6 years ago
- FORCE Competition : Create a machine learning model that has the highest accuracy in prediction lithology from a suite of wireline logs☆13Nov 20, 2020Updated 5 years ago
- Example of using AWS for serverless on-demand seismic processing.☆14Mar 30, 2021Updated 4 years ago
- Seismic processing tools☆13Dec 3, 2021Updated 4 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 3 years ago
- [Not Official] Implementation Deep Comple Networks and Plug-in module (e.g. Neural Preprocessing Layer, ICLR 2018)☆67Aug 2, 2024Updated last year
- python tools for seismic ground-roll (surface wave) simulation☆25Sep 11, 2024Updated last year
- [Not Official] Implementation DC-UNet, ICLR 2019☆56Aug 2, 2024Updated last year
- Program for Seismic Wave Simulation☆38Jan 27, 2021Updated 5 years ago
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆70Apr 17, 2020Updated 5 years ago
- ☆17Feb 5, 2020Updated 6 years ago
- 基于复数的卷积神经网络:实现了复数卷积、复数池化、复数激活函数、复数全连接、复数Dropout等☆30May 14, 2019Updated 6 years ago
- Implementation of Complex Valued Neural Networks in Pytorch 🧠☆56Mar 27, 2025Updated 11 months ago
- Implementation related to the paper "Analysis of deep complex-valued convolutional neural networks for MRI reconstruction and phase-focus…☆122Mar 24, 2023Updated 2 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆19Nov 21, 2021Updated 4 years ago
- Framework for computing seismic attributes with Python.☆48Jul 27, 2023Updated 2 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Mar 24, 2023Updated 2 years ago
- Seismic horizons detecting neural network☆41Jul 25, 2024Updated last year
- An implementation of the ICASSP paper 'A fully convolutional neural network for complex spectrogram processing in speech enhancement'☆21Feb 19, 2020Updated 6 years ago
- This is for AI prediction using seismic attributes☆25Mar 9, 2020Updated 5 years ago
- A hands-on introduction to self-supervised, blind-spot denoising☆30Nov 4, 2025Updated 3 months ago
- Accurate Eikonal solver for Python☆69Aug 14, 2022Updated 3 years ago
- pytorch implementation of complex convolutional neural network☆172May 15, 2020Updated 5 years ago
- Compress and decompress seismic data☆74Feb 19, 2026Updated last week
- Papers related to Deep Learning, GANs, applied to seismic☆34Dec 22, 2019Updated 6 years ago
- Cloud native, scalable storage engine for various types of energy data.☆39Feb 19, 2026Updated last week
- A two phase Fourier neural operator based model for predicting pressures and saturations in porous media☆13May 22, 2025Updated 9 months ago
- A demo godot project which implements draw, eraser, and undo tool☆13Mar 4, 2020Updated 5 years ago
- Pierson Moskowitz and JONSWAP Sea Spectrum and sample waves☆13Jul 16, 2020Updated 5 years ago
- Team4☆10Dec 14, 2021Updated 4 years ago
- Data Science for Petroleum Engineering - Part 5: "Transforming Excel well raw data into datasets."☆11Aug 24, 2017Updated 8 years ago
- MS-CVNets: a novel SAR ATR method based on Multi-Stream Complex-Valued Networks☆41May 25, 2025Updated 9 months ago
- seismic-well tie in Python☆34Nov 28, 2024Updated last year