byuflowlab/ImplicitAD.jl

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Julia
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MIT License
Created about 2 years ago
Updated over 1 year ago

byuflowlab/ImplicitAD.jl

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Automates adjoints. Forward and reverse mode algorithmic differentiation around implicit functions (not propagating AD through), as well as custom rules to allow for mixed-mode AD or calling external (non-AD compatible) functions within an AD chain.

FLOWUnsteady

An interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy

GXBeam.jl

Pure Julia Implementation of Geometrically Exact Beam Theory

FLOWVPM.jl

Meshless large eddy simulation through the reformulated vortex particle method

uav-path-optimization

2D path-planning algorithm which uses a receding horizon approach and quadratic Bezier curves.

CCBlade.jl

Blade Element Momentum Method for Propellers and Turbines

VortexLattice.jl

A Comprehensive Julia implementation of the Vortex Lattice Method

FLOWVLM

Vortex lattice method for inviscid lifting-surface aerodynamics

Mex.jl

Embedding Julia in the MATLAB process.

SNOW.jl

Optimization framework for nonlinear, gradient-based constrained, sparse optimization problems.

FLOWPanel.jl

Three-dimensional panel method for high-Reynolds aerodynamics

Xfoil.jl

Julia wrapper for the 2D airfoil panel code XFOIL

pyfmincon

A Python bridge to Matlab's fmincon (requires a Matlab license).

OpenMDAO.jl

Julia wrapper to OpenMDAO

Snopt.jl

Julia interface to SNOPT (must obtain a licensed copy of SNOPT separately)

FLOWFarm.jl

Wind farm tools based in Julia

FLOWNoise

Tools for computational aeroacoustics

iea37-wflo-casestudies

Two case studies designed to study variability in optimization approach and wake models for wind farm layout optimization. In accordance with IEA Task 37.

Aeroelasticity.jl

GeometricTools.jl

Methods for the manipulation of geometric data, grid generation, and visualization formatting.

bpm-turbine-acoustics

Turbine acoustic model using the BPM equations developed by Brooks, Pope, and Marcolini

xfoil_light

Shared library version of XFOIL, with the GUI features removed

BPM.jl

A semi-empirical code for modeling the acoustics of propellers and turbines

FLOWMath.jl

A collection of mathematical functions or convenience methods we frequently use that are not already readily available in Julia packages

WFVisual.jl

Wind Farm Visualizer: A full 3D geometry and wake visualization tool

SixDOF.jl

6-DOF nonlinear dynamic model (primarily for aircraft)

PlantEnergy

A simple python module for using a variety of wake models in a single wind farm optimization structure.

me415-aircraft-design

Simple aircraft analysis and design tools for ME 415. Currently focused on eVTOL.

Jensen3D

Modified Jensen wake model to predict losses in 3D space

CoupledSystems.jl

Easily model and obtain analytic derivatives of arbitrarily complex coupled systems

vawt-wake-model

Parameterized VAWT wake model using CFD wake data

BeamFEA.jl

Beam Finite Element Method

AirfoilPrep.jl

Tools for airfoil polar preparation and processing

windfarm-ouu

Study on wind farm optimization under uncertainty supported by NSF Grant #1539384

vawt-ac

Aerodynamics of multiple vertical axis wind turbines using a modified Actuator Cylinder approach

FLOWExaFMM.jl

Julia wrapper of ExaFMM with modifications for a vortex solver

VSPGeom.jl

A Julia package to import geometry created using OpenVSP into Julia

MDOnotebooks

Jupyter notebooks to accompany MDO textbook

Jupyter Notebook

stanley2019-variable-reduction

Variable reduction of the wind farm layout optimization problem

ouu

Educational Content on Optimization Under Uncertainty with Applications in Wind Energy

Jupyter Notebook

undergrad-onboarding

A place for introductory/preliminary projects for new undergrads interested in FLOW Lab research.

FastMultipole

A flexible, multi-kernel implementation of the fast multipole method in the Julia language.

flowlab-notebook

A lab-wide notebook to document relevant theory, tutorials, tools, etc.

Splines.jl

Fmincon.jl

Wrapper for MATLAB's fmincon

415notebooks

Jupyter notebooks for BYU ME EN 415: Flight Vehicle Design

Jupyter Notebook

schenk2020-rotor-geometries

Rotor geometry files used in rotor-rotor investigation

grad-handbook

A handbook to help graduate students (particularly in the FLOW Lab)

iec-turbine-optimization

Case Studies on Wind Turbine Optimization for IEA Task 37 WP 3.1

stanley2018-turbine-design

Jupyter Notebook

OptimizationParameters.jl

Convenient optimization framework parameter manipulation in Julia

thomas2021-opt-fidelity

gaussian-wake

A simple horizontal-axis wake model based on a Gaussian distribution

Atmosphere.jl

415gps

Code for parsing NMEA data

DiscreteAdjoint.jl

moore2019multipropopt

Takeoff and Performance Tradeoffs of Retrofit Distributed Electric Propulsion for Urban Transport

bibteximport

Mac app that users Crossref api to find citation and automatically import BibTeX into BibDesk

ning2020-bem

Scripts to reproduce results in "Using Blade Element Momentum Methods with Gradient-Based Design Optimization"

MotorPower.jl

Package containing motor, motor controller, and gearbox models: analatical and semi-empirical

415autopilot_ws

Autopilot for ME415: Flight Vehicle Design

pyoptsparsewrapper

A simplified pyoptsparse interface. Mainly for students in my optimization class.

DLM.jl

Doublet Lattice Method written in Julia

BYUFLOWLab.github.io

FLOW Lab Website

Aswing.jl

Julia wrapper for ASWING (A licensed copy of ASWING must be obtained separately).

wind-rose-data

A collection of wind rose data for use in the BYU FLOW Lab

Composites.jl

Collection of methods for working with composite layups