Machine learning framework for reservoir simulation
☆129May 31, 2022Updated 4 years ago
Alternatives and similar repositories for DeepField
Users that are interested in DeepField are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.☆21Dec 8, 2022Updated 3 years ago
- A Python-based Builder/Eclipse wrapper for 3D visualization of reservoir grids☆33May 24, 2023Updated 3 years ago
- FlowNet - Data-Driven Reservoir Predictions☆76Dec 22, 2022Updated 3 years ago
- Capacitance resistance models for waterflood connectivity☆60May 9, 2026Updated last month
- The Python Reservoir Simulation Toolbox☆49Feb 8, 2019Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Notebooks on production optimisation and history matching☆25Nov 5, 2024Updated last year
- Reservoir simulator in Python language☆90Feb 12, 2021Updated 5 years ago
- XTGeo Python class library for subsurface Surfaces, Cubes, Wells, Grids, Points, etc☆117Updated this week
- Excel+Python for reservoir simulation☆37Feb 17, 2019Updated 7 years ago
- Pandas Dataframe access to Eclipse input and output files☆36Updated this week
- A wrapper to run MATLAB Reservoir Simulation Toolbox (MRST) in Python☆49Apr 24, 2024Updated 2 years ago
- ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sens…☆151Jun 3, 2026Updated last week
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆198Sep 27, 2020Updated 5 years ago
- Shale gas simulation environment☆44Nov 13, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch☆153Aug 16, 2019Updated 6 years ago
- Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE☆21Jul 6, 2021Updated 4 years ago
- 3D viewer and post processing of reservoir models☆211Updated this week
- Visualize Eclipse/Petrel outputs Grid File (GRDECL) using Paraview(VTK)☆128Oct 22, 2021Updated 4 years ago
- Python utilities for reservoir engineering calculations☆174Dec 6, 2025Updated 6 months ago
- Web application for simulation and visualization of reservoir models☆21Apr 21, 2026Updated last month
- Reservoir simulations in MRST☆29Feb 17, 2021Updated 5 years ago
- Various reservoir datasets, including Volve and PUNQS3☆31Sep 2, 2021Updated 4 years ago
- Python routines for reading of Computer Modelling Group Ltd. (CMG) binary output files☆26Aug 27, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- CCSNet: a deep learning modeling suite for CO2 storage☆28Sep 6, 2024Updated last year
- Use SGeMS (Stanford Geostatistical Modeling Software) within Python.☆62Mar 8, 2023Updated 3 years ago
- Create synthetic seismic volumes with various labelled river channels.☆22Aug 3, 2025Updated 10 months ago
- Open-source preprocessing tool that can create, at the required level of accuracy, a fully conformal uniformly distributed grid for a giv…☆11Aug 26, 2022Updated 3 years ago
- Well logs correlation using dynamic time warping☆11Feb 6, 2021Updated 5 years ago
- Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest☆16Sep 15, 2020Updated 5 years ago
- Monte Carlo estimation of reservoir reserves.☆33Jan 26, 2015Updated 11 years ago
- New main repository for the FieldOpt project☆28Jun 26, 2024Updated last year
- Geologic maps to 3D models using GemPy☆39Aug 15, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Software for reading and writing the result files from the Eclipse reservoir simulator.☆122Jun 3, 2026Updated last week
- ☆27Oct 13, 2020Updated 5 years ago
- pyResToolbox - A collection of Reservoir Engineering Utilities☆88May 31, 2026Updated last week
- Reservoir simulation in Python☆11Dec 11, 2019Updated 6 years ago
- The toolbox for the oil fields modelling and analysis (oil forecasting, seismic slices classification, etc)☆21Jun 15, 2022Updated 3 years ago
- Decline Curve Models☆58Mar 14, 2026Updated 2 months ago
- Integrated Reservoir Engineering tools for Analysis☆37Aug 26, 2021Updated 4 years ago