mashadab

18337

18.337 - Parallel Computing and Scientific Machine Learning

Computational-and-Variational-Methods-for-Inverse-Problems

This repo has all the codes which became a part of the assignments for inverse modeling course

Conservative-finite-difference-solver

This work is on developing a second order, staggered grid based finite difference solver in 1/2/3D. The information is given in the comments and test scripts are also enclosed. The solver has been validated with analytical results.

Coseismic-Slip-Inversion

Tutorial code with FENiCS-hIPPYlib framework for adjoint inversions

CryoCloudWebsite

CryoCloud JupyterBook

drop-dynamics

A MATLAB code which reads numbers in a video, references, and calculates drop dynamics' characteristics

Foundational-techniques-of-ML-and-data-science

This repository contains codes made for CSE 382M, Foundational Techniques of Machine Learning and Data Sciences taught by Prof. Rachel Ward in Spring 2021.

hyperbolic-infiltration-theory

This repository contains codes for performing hyperbolic analysis in infiltration. The figures correspond to Shadab and Hesse's 2022 paper on "Gravity driven infiltration with the development of a saturated region" published in Water Resources Research.

Reservoir-Simulator

1D and 2D Reservoir simulators for single-phase, two-phase flow in porous media with wells and gravity.

WENO-curvilinear

Mathematica codes for weight derivation and stability analysis for Fifth-order finite volume Weighted essentially non-oscillatory scheme in orthogonally-curvilinear coordinates (Shadab et al., 2019)

mashadab/drop-dynamics

A MATLAB code which reads numbers in a video, references, and calculates drop dynamics' characteristics

mashadab/CryoCloudWebsite

CryoCloud JupyterBook

mashadab/hydrothermal-convection-in-porous-media

A model for hydrothermal convection in porous media. This has applications to several research problems, including the post impact hydrothermal evolution of the Chicxulub crater and the mining of elements from the silicate interior of asteroids and moons, in particular Jupiter’s moon Europa. All the codes will be written in both MATLAB and Python.

mashadab/Infiltration-on-early-Mars

How did infiltration occur on early Mars? This repository contains codes to evaluate that for the paper.

mashadab/noahmp

Noah-MP Community Repository

mashadab/PKgui

PKgui: A short GUI project to evaluate Polubarinova-Kochina's solutions.

mashadab/VarSatFlow

VarSatFlow: A Variably Saturated groundwater Flow model to simulate large scale multidimensional problems proposed in Shadab and Hesse (2024), Advances in Water Resources, Elsevier. The repository has 1D/2D codes of VarSatFlow model to replicate to the corresponding figures.

mashadab/CommunityFirnModel

The repository for the Community Firn Model

mashadab/Darcy-Stokes

mashadab/gpu_programming_intro

mashadab/hrldas

HRLDAS (High Resolution Land Data Assimilation System)

mashadab/ice-layer-formation

mashadab/impact_foundering-titan

Model, dependencies, and figures for "Surface-to-ocean exchange by the sinking of impact generated melt chambers on Europa" published in Geophysical Research Letters

mashadab/LES-Magueyes-Island

This project is a part of Summer Institute for Sustainability & Climate Change funded by Purdue and Office of Naval Research

mashadab/LP791-18

Simulations of the LP 791-18 planetary system as part of the Third VPLanet Workshop

mashadab/LP890-9

mashadab/MachineLearningDemos_Book

mashadab/mashadab

mashadab/mashadab.github.io

My academic webpage.

mashadab/ML-adventures

On exploring what the hype is all about.

mashadab/NASA-Transform-to-Open-Science

Transformation to Open Science

mashadab/parflow

Parflow is an open-source parallel watershed flow model.

mashadab/ParFlow-project

This repository contains Postdoc related project with Prof. Reed Maxwell at Princeton on ParFlow.

mashadab/PlanetProfile

Matlab software for constructing 1D interior structure models based on planetary properties. Self-consistent thermodynamics are used for fluid, rock, and mineral phases. Sound speeds, attenuation, and electrical conductivities are computed as outputs.

mashadab/PyDOT-PythonDiscreteOperatorToolbox

Collection of Python functions that implement discrete differential operators on tensor product grids in 1D, 2D and 3D. This allows the rapid prototyping of numerical solutions to partial differential equations. Credits are due to Dr. Marc Hesse. For MATLAB version: see https://github.com/mhesse/MatlabDiscreteOperatorToolbox

mashadab/python-colormap-image-digitizer

This short python script digitizes image made with any Python colormaps and converts it to another colormap while extracting out values.

mashadab/remote-sensing

This is the beginning of my Remote Sensing career.

mashadab/seepagePINN

Physics informed neural network for learning seepage flow models

mashadab/unified-kinematic-wave-theory

mashadab/vplanet

The Virtual Planet Simulator