vkazei / deeplogs
Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.
☆39Updated 4 years ago
Alternatives and similar repositories for deeplogs:
Users that are interested in deeplogs are comparing it to the libraries listed below
- Official Implementation of "Stochastic seismic waveform inversion using generative adversarial networks as a geological prior"☆49Updated 5 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 8 months ago
- Seismic Velocity Modeling using Deep Transfer Learning☆18Updated 4 years ago
- Program for Seismic Wave Simulation☆33Updated 4 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated 2 years ago
- Time and frequency domain forward modeling and inversion of seismic wave☆46Updated 9 years ago
- olivesgatech / Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-networkThe repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Sei…☆43Updated 3 years ago
- Seismic Forward Modeling written in Python☆28Updated 6 years ago
- Seismic Reservoir Modeling package☆50Updated 2 months ago
- Papers related to Deep Learning, GANs, applied to seismic☆31Updated 5 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆24Updated 3 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆29Updated 2 years ago
- Framework for computing seismic attributes with Python.☆45Updated last year
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆12Updated 4 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆24Updated 2 years ago
- Seismic data processing with ML and deep learning☆58Updated 5 years ago
- seismic migration☆37Updated 6 years ago
- Pure python seismic data processing☆70Updated 3 months ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆68Updated 4 months ago
- Seismic wave modeling and reverse time migration - gpu implementation☆17Updated 8 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆73Updated this week
- Notebooks for basic VSP processing☆34Updated last year
- Machine Learning/ Deep Learning processing Seismic data☆28Updated 4 years ago
- Seismic inversion☆19Updated 3 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆11Updated 3 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated 2 years ago
- Fast approximate simulation of seismic waves using WaveNet☆47Updated 6 years ago
- Teaching material for ErSE 210 Seismology course☆115Updated 5 months ago
- Neural network based petrophysical property inversion☆12Updated 5 years ago
- Neural network based petrophysical property inversion☆35Updated 4 years ago