Samarth Bachkheti's repositories
2018
Course materials for the 2018 version of the Geo-Python course at the University of Helsinki, Finland
4D-seismic-neural-inversion
Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion
beginners-data-workshop
PyCon US 2020 - Beginners Data Workshop for Minorities
bruges
Geophysics library with various helpful functions
Carbonate-Characterization-Jupiter-Notebook-Workflow-Modules-with-Clerkes-Arab-D-Calibration-Data
This repository uses Jupyter Notebooks to demonstrate a tried and proven workflow with the techniques as described by Phillips(1) et al. used in the characterization of most Arab D reservoirs in Saudi Arabia. Permeability, Petrophysical Rock Types (PRT), Capillary Pressure and modeled saturations are all estimated or calculated in this workflow in order to characterize this complex carbonate reservoirs, and Clerke’s(2) Arab D Rosetta Stone core analysis database is used as the calibration data.
CNNforFaultInterpretation
Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset
energy-sdk
GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers
londonhack2019
Software Underground London Hackathon 2019
machine-learning
Practicing machine learning (from scratch) with Python 🐍
MalenoV
Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks
minimal
A Theme for GitHub Pages
MLgeoscience
Teaching material for ML in Geoscience course
My_tutorials
Sketchbook for the miscellaneous codes I write
PetrelPlugins
This repository contains Ocean for Petrel plugins developed during my PhD.
PGEHackathon
Profile Readme
Python-Workshop
Python Workshop at Edinburgh Time-Lapse Group
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
pyvista
3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)
sbachkheti.github.io
Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
scipy2014-3d_seismic
Data and ipython notebook for my talk at Scipy2014.
segyio
Fast Python library for SEGY files.
segyio-notebooks
Notebooks with examples and demos of segyio
segysak
SEGY Swiss Army Knife for Seismic Data
seismic-deeplearning
Deep Learning for Seismic Imaging and Interpretation
seismic_deep_learning
A couple of python scripts to interpret geological structures from geophysical images using deep learning
Seismology
Teaching material for ErSE 210 Seismology course
T21-well-data-bonanza
Software Underground Transform 2021 Talk on well data. All doable using Google Colab.