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
A reservoir computing toolbox for neuroscientists
Capacitance resistance models for waterflood connectivity
DevKit for ENERGISTICS™ data standards (mainly RESQML™), multi-languages (C++, Java, C#, Python)
simple Echo State Networks integrated with scikit-learn
reservoir: Tools for Analysis, Design, and Operation of Water Supply Storages
Python methods for geoscientists, geochemists and reservoir engineers working in geothermal resources.
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
Hybrid CNN-LSTM Encoder Decoder algorithm for multi-step reservoir storage volume forecasting
Home of the GLM-AED project - software to simulate aquatic systems
Python objectification of reservoir model ensembles left on disk by ERT.
aenus advanced ENS and NFT utilities
Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells
Package to fluctuate the number of counterions in an OpenMM simulation
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.
Experimental R interface for ReservoirPy
Short-Term Plasticity in a Liquid State Machine Biomimetic Robot Arm Controller
A fast implementation of Reservoir Sampling with Immutable Persistent data structures.
The aim of this research is to develop an effective numerical method that can be used to efficiently compute surges in pipes due to valve connecting two reservoirs being rapidly opened, using a computer program developed in the Python environment.
In this repository we provide the python code used to Closure correct and model HPMI data employing the Thomeer hyperbola for up to two pore systems.
Reservoir Computers on CPU
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.
This is a simple code to carry out MonteCarlo Simulation for Reservoir Estimation developed using Visual Basic for Applications (VBA).