Rock facies classification with xgboost and physics-motivated feature augmentation
☆15Feb 20, 2019Updated 7 years ago
Alternatives and similar repositories for rock_class_xgboost
Users that are interested in rock_class_xgboost are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
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
- Using geophysical well logs to predict lithology☆15Apr 3, 2021Updated 4 years ago
- Rock Facies characterization by using different machine learning algorithms☆11Nov 11, 2019Updated 6 years ago
- Lithology identification by using well log data is an initial and fundamental step within petroleum geosciences☆14Jul 13, 2024Updated last year
- Signal/Image processing techniques applied to subsurface data☆15May 8, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- In this work, we will use Force2020 well data to employ Deep Learning for lithology prediction☆17Apr 22, 2021Updated 4 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- Matlab Inversion Collection, including iterative methods and global optimization methods.☆16Dec 1, 2020Updated 5 years ago
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆12Dec 22, 2018Updated 7 years ago
- The first version of WZDOM toolbox for optimization and seismic inversion☆10May 20, 2019Updated 6 years ago
- Python Borehole Acoustic Simulation☆19Aug 18, 2021Updated 4 years ago
- Karst segmentation in 3D seismic images☆18Nov 24, 2020Updated 5 years ago
- Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmo…☆12Aug 17, 2022Updated 3 years ago
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆17Jan 13, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- seismic data processing, user interface, normal move out correction, stacking, de-noising, visualization☆11Apr 23, 2014Updated 11 years ago
- ☆33Dec 27, 2020Updated 5 years ago
- PhD Thesis☆13Nov 19, 2018Updated 7 years ago
- ☆42Aug 6, 2020Updated 5 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
- Adaptive Cooperative Particle Swarm Optimizer☆11Apr 26, 2016Updated 9 years ago
- Prediction of Equinor Volve well logs Data☆22Jul 11, 2020Updated 5 years ago
- ☆10Jun 11, 2022Updated 3 years ago
- ☆27Oct 13, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Mar 17, 2023Updated 3 years ago
- Python class for a genetic algorithm to solve an optimization problem with n control variables☆12Sep 3, 2024Updated last year
- Calculate permeability, Porosity, Pore Size distributions, Capillary Pressure, Formation Factor and Visualizations☆13Feb 8, 2023Updated 3 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆24Nov 4, 2024Updated last year
- Computing Irreversible Evolutions☆14Mar 9, 2026Updated 2 weeks ago
- The research project is a better approach for forecasting the production rate of an oil and gas well. The performance is way beyond the t…☆12Sep 26, 2019Updated 6 years ago
- Neural network based petrophysical property inversion☆41Sep 1, 2020Updated 5 years ago
- Experimental AGS data fotmat tool in python☆12Oct 17, 2018Updated 7 years ago
- ARAMiS [Acoustic Response of Anisotropic Multilayered Structures] is a tool to calculate the transmission loss, reflection coefficient, o…☆12Nov 10, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆57Feb 14, 2019Updated 7 years ago
- Numerical Modeling of Hydraulic Fractures☆13Sep 10, 2015Updated 10 years ago
- Predictive modeling of depth-labeled core image and well log datasets☆20Jun 29, 2021Updated 4 years ago
- mouse pet-ct image segmentation☆12Feb 19, 2023Updated 3 years ago
- ☆12Apr 20, 2021Updated 4 years ago
- Machine learning script to classify rock facies from geophysical well-log measurements☆16Apr 4, 2019Updated 6 years ago
- Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion☆31May 14, 2022Updated 3 years ago