There are 8 repositories under reservoir topic.
Android library to easily serialize and cache your objects to disk using key/value pairs.
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Software for reading and writing the result files from the Eclipse reservoir simulator.
A reservoir computing toolbox for neuroscientists
Capacitance resistance models for waterflood connectivity
This is some very simple python code to view thin sections from a porosity vs. permeability cross plot using python's Altair and Pane
A library allowing ENERGISTICS™ data standards support (mainly RESQML™), multi-languages (C++, Java, C#, Python)
Small library helping you with basic stuff like getting metrics out of your code, thread naming, etc.
reservoir: Tools for Analysis, Design, and Operation of Water Supply Storages
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
simple Echo State Networks integrated with scikit-learn
Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.
We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for reservoir characterization, uncertainty quantification and history matching.
Home of the GLM-AED project - software to simulate aquatic systems
Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks
Hybrid CNN-LSTM Encoder Decoder algorithm for multi-step reservoir storage volume forecasting
Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells
Scaling solutions for production analysis from unconventional oil and gas wells
Python objectification of reservoir model ensembles left on disk by ERT.
A ParaView plugin to visualize Energistics RESQML™ data
aenus advanced ENS and NFT utilities
Short-Term Plasticity in a Liquid State Machine Biomimetic Robot Arm Controller
Codes of our publication: Kong, Ling-Wei, Hua-Wei Fan, Celso Grebogi, and Ying-Cheng Lai. "Machine learning prediction of critical transition and system collapse." Physical Review Research 3, no. 1 (2021): 013090.
Simple modular python package for physical reservoir computing. Use your own experimental data.
A Python module to apply sequential 2D multiple-point simulation with conditioning data
Package to fluctuate the number of counterions in an OpenMM simulation
Experimental R interface for ReservoirPy
A fast implementation of Reservoir Sampling with Immutable Persistent data structures.
This is a QGIS plugin which aims to provide tools for the study of surface water storage, in reservoirs and lakes, for example.
An easy-to-use independent machine learning library for .net. It offers MLP models (including deep RVFL aka ELM) for common ML tasks as well as Reservoir Computer for efficiently solving ML tasks on time series data.
This Python script creates a Streamlit web application for a quick IPR Calculation for both an oil and gas reservoir. It collects user input test data and with it performs a curve fitting using scipy.optimize, fitting the Inflow Performance Relationship curve to the data.