Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".
☆31Nov 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Keras-Tensorflow implementation of complex-valued convolutional neural networks☆132Dec 10, 2024Updated last year
- More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge☆36Oct 26, 2021Updated 4 years ago
- Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end☆194Jul 8, 2025Updated 9 months ago
- Fault detection software for seismic data☆14Sep 15, 2019Updated 6 years ago
- Python/PyTorch code for the ICML 2021 Paper: Improving Gradient Regularization using Complex-Valued Neural Networks☆20Jul 19, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- data-driven seismic horizon tracking using non-local dynamic time warping☆48Sep 23, 2019Updated 6 years ago
- Program for Seismic Wave Simulation☆39Jan 27, 2021Updated 5 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 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
- [Not Official] Implementation Deep Comple Networks and Plug-in module (e.g. Neural Preprocessing Layer, ICLR 2018)☆67Aug 2, 2024Updated last year
- [Not Official] Implementation DC-UNet, ICLR 2019☆57Aug 2, 2024Updated last year
- The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facie…☆72Apr 17, 2020Updated 5 years ago
- Example of using AWS for serverless on-demand seismic processing.☆14Mar 30, 2021Updated 5 years ago
- Seismic processing tools☆13Dec 3, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Implementation of Complex Valued Neural Networks in Pytorch 🧠☆58Mar 27, 2025Updated last year
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆19Nov 21, 2021Updated 4 years ago
- Seismic horizons detecting neural network☆42Jul 25, 2024Updated last year
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- Implementation related to the paper "Analysis of deep complex-valued convolutional neural networks for MRI reconstruction and phase-focus…☆124Mar 24, 2023Updated 3 years ago
- Implementation related to the Deep Complex Networks☆784Jan 16, 2019Updated 7 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆21Mar 24, 2023Updated 3 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆34Dec 22, 2019Updated 6 years ago
- ☆25Sep 24, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 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
- Continuous wavelet transform☆17Apr 10, 2016Updated 10 years ago
- NSERC-USRA Funded Research Project on RBF Interpolation☆12Oct 20, 2016Updated 9 years ago
- This is for AI prediction using seismic attributes☆25Mar 9, 2020Updated 6 years ago
- Framework for computing seismic attributes with Python.☆48Jul 27, 2023Updated 2 years ago
- ☆14Mar 1, 2019Updated 7 years ago
- Using CNN to classify RF modulation data.☆14Jun 25, 2020Updated 5 years ago
- Python implementation of the Detection of Envelope Modulation On Noise (DEMON) algorithm.☆17Jan 5, 2018Updated 8 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆64Aug 27, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Open source Windows Application in Python for Geosciences, Artificial Intelligence and Data Sciences - Initial stages, 2021☆13Dec 16, 2021Updated 4 years ago
- Unofficial Experiments with AlgebraNets☆17Jun 17, 2020Updated 5 years ago
- A hands-on introduction to self-supervised, blind-spot denoising☆30Nov 4, 2025Updated 5 months ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- Seismic Tuning Wedge calculator using PyQT☆22Feb 25, 2020Updated 6 years ago
- pytorch implementation of complex convolutional neural network☆172May 15, 2020Updated 5 years ago
- ☆17Feb 5, 2020Updated 6 years ago