sgautam666 / Machine_Learning_for_Lithology_Prediction_from_Well_LogsView external linksLinks
Using geophysical well logs to predict lithology
☆15Apr 3, 2021Updated 4 years ago
Alternatives and similar repositories for Machine_Learning_for_Lithology_Prediction_from_Well_Logs
Users that are interested in Machine_Learning_for_Lithology_Prediction_from_Well_Logs are comparing it to the libraries listed below
Sorting:
- Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.☆12Aug 17, 2022Updated 3 years ago
- Rock facies classification with xgboost and physics-motivated feature augmentation☆15Feb 20, 2019Updated 6 years ago
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 4 years ago
- Create synthetic seismic volumes with various labelled river channels.☆19Aug 3, 2025Updated 6 months ago
- This is a repository for the paper "Transformer-based Missing Well Log Prediction".☆18Nov 6, 2023Updated 2 years ago
- Using Convolution Neural Network for Seismic Fault Mapping☆20Jul 10, 2021Updated 4 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- A nearest neighbor multiple-point statistics method for fast geological modeling☆11Jan 25, 2022Updated 4 years ago
- Unsupervised learning of structure in systems of interacting particles.☆13Nov 13, 2023Updated 2 years ago
- Automating the labelling of microstructure patterns in microscope images of welding joints☆11Jun 10, 2018Updated 7 years ago
- Implementation of the hierarchical smooth algorithm applicable to voxelated images of interface networks ( grain boundaries, soap foam, e…☆10Aug 4, 2021Updated 4 years ago
- [Under Construction] Framework for Efficient Simulation and Beautified Visualisation of Multiscale Mesomechanical Phenomena☆20Jan 24, 2024Updated 2 years ago
- Coarse grain to atomistic molecular coordinate and topology converter☆17Mar 13, 2025Updated 11 months ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆12Jan 27, 2022Updated 4 years ago
- GeMiSe- AN INTEGRATED PLATFORM FOR GEOLOGICAL, MININING, AND SEISMIC DATASETS FOR OPEN RESEARCH☆15Mar 22, 2024Updated last year
- 3D Seismic VIZ, Working with Database☆10May 19, 2022Updated 3 years ago
- A workflow to generate synthetic well logs using Artificial Neural Networks☆12Jan 6, 2020Updated 6 years ago
- seismic data processing, user interface, normal move out correction, stacking, de-noising, visualization☆11Apr 23, 2014Updated 11 years ago
- Calculate permeability, Porosity, Pore Size distributions, Capillary Pressure, Formation Factor and Visualizations☆13Feb 8, 2023Updated 3 years ago
- Generating synthetic seismic data using pix2pix for fault detection model training☆10Mar 19, 2024Updated last year
- A two-phase (water + gas) reactive transport model, written in Julia, that also simulates geochemical reactions between water-gas-mineral…☆12May 8, 2017Updated 8 years ago
- The StreamingGradioCallbackHandler is a custom callback handler that works with Language Models (LLMs) that support streaming. It facilit…☆10Oct 21, 2023Updated 2 years ago
- A Python-based software tool designed to integrate non-rectilinear, periodic microstructures generated by Neper software into simulations…☆19Feb 12, 2025Updated last year
- This is an example of creating labeled images to be used in Keras image-segmentation training☆12Nov 10, 2021Updated 4 years ago
- OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations. To cite this Original Software Publicati…☆11May 19, 2021Updated 4 years ago
- Porosity estimation from RW-PINNs☆17May 6, 2023Updated 2 years ago
- Self-Supervised Multitask 3-D Partial Convolutional Neural Network for Random Noise Attenuation and Reconstruction in 3-D Seismic Data☆12Mar 10, 2023Updated 2 years ago
- code for paper: Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Mat…☆10Mar 14, 2017Updated 8 years ago
- This tool reconstructs details 2D map data using map2loop engine, and then pass it through LoopStructural pipeline to build 3D geological…☆12May 20, 2025Updated 8 months ago
- Data relevant to the article "Machine learning determination of atomic dynamics at grain boundaries" https://arxiv.org/abs/1803.01416☆11Oct 2, 2018Updated 7 years ago
- Predicting Robinhood stocks using attention☆11Sep 4, 2019Updated 6 years ago
- A simple software for constructing artificial binary microstructures in 2D or 3D☆13May 1, 2023Updated 2 years ago
- automate the setup of atomistic clay models for classical molecular dynamics simulations with GROMACS☆17Oct 14, 2025Updated 3 months ago
- ☆11Jun 21, 2023Updated 2 years ago
- Deep Deconvolution for Seismic Waves with Real and Simulated Distributed Acoustic Sensing Data: State-of-the-Art Review☆14Dec 18, 2023Updated 2 years ago
- 2D/3D post-stack seismic amplitude/reservoir property in sgy/segy format☆14Mar 14, 2024Updated last year
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆14Jul 13, 2024Updated last year
- Latent Diffusion model for ensemble weather forecasting☆24Jun 12, 2025Updated 8 months ago
- 把普通图片或照片转成沙画。基于paddlehub的msgnet进行迁移学习。固定freeze backbone的参数来transfer learning。☆12Jun 17, 2021Updated 4 years ago