A simple and flexible code for Reservoir Computing architectures like Echo State Networks

A reservoir computing toolbox for neuroscientists

The Python Reservoir Simulation Toolbox

Capacitance resistance models for waterflood connectivity

simple Echo State Networks integrated with scikit-learn

Hybrid CNN-LSTM Encoder Decoder algorithm for multi-step reservoir storage volume forecasting

Python objectification of reservoir model ensembles left on disk by ERT.

Python Automatic Decline Curve Analysis (DCA) For Petroleum Producing wells

Qgis provider for Civil Engineering tools

A Python module to apply sequential 2D multiple-point simulation with conditioning data

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.

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.

Simple modular python package for physical reservoir computing. Use your own experimental data.

A library for ESN creation and usage

將水庫查詢網頁的歷年資料爬下來並存成 csv 檔，並從中整理出 function 針對不同天數長度的資料提取，最後用 Plotly 呈現圖表

GUI: Import Excel spreadsheet and convert rate and volume from metric to imperial.

API to interract with energyml (resqml, witml, prodml)