yaredwb

FDM2D

Finite difference method in 2D; lecture note and code extracts from a computational course I taught

PINN-Consolidation

Physics-Informed Neural Network (PINN) modelling of one-dimensional consolidation

PINN-Consolidation1D-Paper

Physics-informed deep neural networks for one-dimensional consolidation

PMT

Porous Media Theory - a summary from a detailed literature review extracted from my PhD thesis

PINN-Poroelasticity-Paper

3DTerrain

3D terrain generator

Cons1D-Dash

One-dimensional consolidation dash web app

ETH_Fed

D3.js interactive map of the administrative boundaries of ETH: Level 1 - Regions and Level 2 - Zones

FDM1D

Finite difference method in 1D; lecture note and code extracts from a computational course I taught

IFEM-ThermoPoroElasticity

Thermo-poro-elasticity solver based on the Isogeometric Analysis (IGA) toolbox IFEM

IFEM-THMCoupledEP

IFEM-THMCoupledNL

A solver for thermo-hydro-mechanically (THM) coupled processes in porous media

AutoSimGeo-IO

Computational_Methods_Geomechanics

Lecture materials for the course Advanced Computational Methods in Geotechnical Engineering

Cons1D_st

GeezTextAnalyzer

Web app that analyzes the most frequent letters in a Geez-based script

groundhog

Groundhog, a general-purpose geotechnical library

ML-Algorithms

Description, application, advantages and disadvantages of top machine learning algorithms

ML_Rare_Events

Code from https://github.com/cran2367/deep-learning-and-rare-event-prediction

PGML

This repository contains codes related to our work on physics-guided machine learning.

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

PointNetCFD

Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)

porepy

Python Simulation Tool for Fractured and Deformable Porous Media

SandBox

weather_data_from_yr

Get weather data for a specific location from yr.no using their API

yaredwb.github.io