Deep Learning for Seismic Imaging and Interpretation
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Updated
Sep 18, 2020 - Python
Deep Learning for Seismic Imaging and Interpretation
python tools for seismic ground-roll (surface wave) simulation
Repeating earthquakes search and analysis.
Reproducible material for Self-supervised Seismic Resolution Enhancement
Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation
Reproducible material for Meta-Processing: A robust framework for multi-tasks seismic processing
Retrieve azimuthal anisotropy of surface waves from inter-station measurements, following Schippkus et al. 2020
📈 Get real-time seismic waveform and spectrogram on desktop from AnyShake Observer APIs, based on Obspy and Matplotlib.
This repository is intended for my PUCE students taking the Seismic-Resistant Design course and serves as a complementary resource to the formal class lectures.
For Southeast Tibet
Official reproducible material for: A generative foundation model for an all-in-one seismic processing framework
Acquisition and processing server for the NexaSeis collaborative seismic network
Implementation of the AGORA approach on 2D Vibroseis Seismic Data Line 001 - Poland, including SEG-Y to NPY preparation, FFID 231 extraction, and stage-by-stage seismic QC outputs.
Volcanic eruption forecasting using seismic data. Train machine learning models and predict probability of eruptions
LLM-assisted SEG-Y parser that reads textual headers, infers trace-header byte layouts, and validates them against real trace data.
The importance of transfer learning in seismic modeling and imaging by Siahkoohi, A., Louboutin, M., and Herrmann, F. J.
Cloud native segd ingestion engine. Highly recommended to use with mdio.
Web-based seismic shot-gather viewer for remote GPU servers: lazy loading of huge files, SEG-Y import, cigvis-style 3-D volume slicing, geometry-linked browsing, Ormsby filters & AGC, windowed spectra & f-k, first-break picking.
Explore Nepal earthquakes with live epicenters, shake maps, population impact, and hospital data—static, private, nd no API keys.
Like a fine-mesh sieve for your seismic data! SieveComP is a Python3 package to automate, standardize, and filter SeisComP catalogs using TOML configurations.
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