prasoonsamir / Oil-production-time-series-forecasting
Develop the time series recurrent neural network algorithms using LSTM and ARIMA in order 1) to forecast oil production of existing wells in complex fractured reservoir using input data like well's production and injection data; and 2) to compare which of this tool (LSTM or ARIMA) is better
☆12Updated 4 years ago
Alternatives and similar repositories for Oil-production-time-series-forecasting:
Users that are interested in Oil-production-time-series-forecasting are comparing it to the libraries listed below
- Repository for Comsol Thermo-Hydro-Mechanical simulation of multi-DFMs (Discrete Fracture Models) reservoirs and Multi-Well production Sc…☆14Updated 5 years ago
- HauDang / Multiscale-simulation-of-injection-induced-fracture-shear-deformation-and-wing-crack-propagation-in-Numerical solution for coupling fluid flow and fracture propagation in porous media due to fluid injection☆13Updated 2 years ago
- Monitoring fracture propagation with active and passive acoustics☆14Updated 11 months ago
- an analytical thermohydraulic model for discretely fractured geothermal reservoirs☆14Updated 2 years ago
- A numerical code to solve flow and transport in fractured porous media by the embedded discrete fracture method☆13Updated 8 years ago
- Numerical Modeling of Hydraulic Fractures☆13Updated 9 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆13Updated 3 years ago
- An implementation of the algorithms described in Chukwudozie, C. (2016). Application of the Variational Fracture Model to Hydraulic Frac…☆11Updated 5 years ago
- Finite Element Code for Elasto-plastic Analysis of Slope Stability☆26Updated 3 years ago
- Open-source preprocessing tool that can create, at the required level of accuracy, a fully conformal uniformly distributed grid for a giv…☆10Updated 2 years ago
- Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response☆29Updated 3 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Updated 3 years ago
- Implementation of fracture propagation☆20Updated last year
- Computational mechanics for rough surfaces and fractures☆9Updated 4 years ago
- Computing Irreversible Evolutions☆14Updated this week
- The construction of TgNN surrogate☆14Updated 4 years ago
- Thermo-Hydraulic Energy Resource Modelling for Application and Development and is a MATLAB program solving flow and heat transport in fra…☆37Updated 6 years ago
- Matlab codes to create synthetic fractures for multiphase simulation☆13Updated 3 years ago
- Alghalandis Discrete Fracture Network Engineering☆27Updated last year
- Phase field fracture methods implemented by COMSOL. Numerical examples☆11Updated last year
- Physics informed neural network for learning seepage flow models☆17Updated last year
- a Python planar 3D hydraulic fracture growth solver☆39Updated 8 months ago
- A high-fidelity granular media simulation and analysis platform with grain fracture using peridynamics and discrete element method☆9Updated last year
- This repository includes my work/assignments while studying MOOC course on NPTEL. The course was on Phase Field Modelling: Computatonal a…☆9Updated 6 years ago
- This is to detect the crack tip and the Stress Intensity Factor (SIF) from a displacement field during the fracture. The displacement is …☆11Updated 5 years ago
- FEM code for phase-field fracture of poroelastic media☆12Updated 8 years ago
- Discrete Fracture Network modeling☆14Updated 6 years ago
- Repository dedicated to computational analysis of brittle structures such as faults and fractures in a broad range of scales.☆9Updated 6 years ago
- Computational mechanics framework for rough surfaces and fractures.☆23Updated 6 years ago
- FEM package in Matlab for hydraulic fracturing in transversely isotropic porous media☆43Updated 3 years ago