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18337

18.337 - Parallel Computing and Scientific Machine Learning

2d_thermomecanical_fea_fortran_code

The aim of the present work is to present a computational code in FORTRAN, based on the Finite Element Method, capable of simulating the thermal behavior of a two dimensional medium subjected to conduction heat transfer. The code is used to develop a numerical model of the buttress dam of the ITAIPU Hydroelectric Power Station (CHI). Thermo-structu

3d-stress-element-visualizer

A tool for visualizing the 3D stress element and its principal stresses

3d-tsv

Investigating 3D Stress Field via Hierarchical PSLs Interactively

abaquspython

A public repository for often used abaqus python scripts and macros

abqpy

Type Hints for Abaqus/Python Scripting

adamantine

Software to simulate heat transfer for additive manufacturing

additive-manufacturing

OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.

airfoil-opt-gan

Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

amfe

Nonlinear Finite Element Code for structural applications with simplicity in mind.

asmbl

Additive & Subtractive Manufacturing By Layer for the E3D ToolChanging platform

asmoothnessenergywithoutboundarydistortionforcurvedsurfaces

A Smoothness Energy without Boundary Distortion for Curved Surfaces - code

ccg-matlab

Lectures on Computational Conformal Geometry

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

ci-configuration-examples

This repository makes it easy to run your MATLAB tests on some of the most common CI platforms. The configuration files take care of setting up MATLAB and automatically executing your MATLAB tests.

colormap-for-matlab-

computationalgeometry

Computational Geometry, Discrete Differential Geometry, Computational Conformal Geometry...

conformal-parameterization

conformal_mapping

conformalmapping

Conformal mapping toolkit for MATLAB

coupledfdplateandstring

A collection of Finite Difference models coupling a Kirchhoff Thin Plate and Stiff String along with related functions

coursera-ml

Andrew Ng's Coursera ML coding exercises and notes

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

cube-satellite-heat-transfer

A 3D model of a transient heat transfer model of a modular cube satellite.

ded_dt_thermomechanical_solver

This is the "GAMMA" code for the DED-DT project's FEA model.

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

diffeqoperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

directional

A library for Directional Field Synthesis, Design, and Processing.

dkt_element_project

Plate Bending FEA Code using Discrete Kirchoff Formulation

dual_error_dg

This is a DG solver based on adjoint error estimation and adaptive refinement. It solves compressible 2D Euler equations.