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updated 9 days ago

Global Sensitivity Analysis Toolbox by flax

Set of Matlab routines developed for calculating sensitivity indices of a generic user-defined model (sensitivity analysis, sobol, fast)

GSA_FAST_GetSi(pro)

GSA_GetSy(pro, iset, verbose)

GSA_GetTotalSy(pro, iset, verbose)

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updated 4 months ago

Okada: Surface deformation due to a finite rectangular source by François Beauducel

Computes Okada's 1985 solution for displacements, tilts and strains due to fault dislocation. (deformation, elastic, fault)

okada85.m

okada_checklist

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updated 5 months ago

Signal Segmentation and Modelling by Costas Panagiotakis

Simultaneous Signal Segmentation and Modelling based on Equipartition Principle (signal processing, segmentation, signal segmentation)

getBestSolution(d,filename,N,ignoreChars)

getDistanceFromSignal(Y,mode,S,CRITERION)

getDistanceFromSignalMSEAICBIC(Y,Sapo,Seos,CRITERION,AICB...

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updated 6 months ago

Regression with Gradient Descent by Shujaat Khan

Regression with Gradient Descent; A coefficient finding technique for the desired system model (regression, descent gradient, machine learning)

Arbitary.m

Exp_Pred.m

Linear_Pred.m

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updated 10 months ago

gapolyfitn by Richard Crozier

optimises the functional form of a multi-dimensional polynomial fit to model data (optimization, linear regression, modelling)

GenerateNewTerm(vars, maxPower, poly, maxLoops)

HasTerm(p1, p2, newTerm, vars)

PolyFitScore(polyVec, polyStruct)

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updated 11 months ago

Quadrotor dynamics modelling using simulink by Balaji Shankar Kumar

This simulator models the translational and rotational dynamics of a quadrotor. (quadrotor, dynamics, quadrocopter)

KF_setup.m

quadrotorsim

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updated 1 year ago

Plane Fitting and Normal Calculation by Dan Couture

Given a set of x,y,z coordinates, find the best planar fit. (plot, regression, fit)

fitNormal(data, show_graph)

t_fitNormal()

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updated 1 year ago

The Bullwhip effect simulated in Matlab Environment by Steve

A simulated script that allow anyone to understand the bullwhip effect through a basic supply chain. (finance, simulation, modelling)

BullWhip_effect.m

rules.m

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updated 1 year ago

Direct Torque Control of an Induction Motor by Syed Abdul Rahman Kashif

This model simulates direct torque control of an induction motor. (motor control, direct torque control, torque)

direct_torque_control

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updated 1 year ago

Greyboxeval - Model quality evaluation by Bill Whiten

For models residues=model(data,parameters) with data sets at different experimental conditions (modelling, simulation, model testing)

[A,info]=greyboxbuild(condfn,resfn,data,vndata,optn)

[X,y,r,info]=greyboxcore(condfn,resfn,data,vndata,optn)

[p,pscale,pbase,c]=parcalc(condfn,data,idata,A)

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updated 1 year ago

Greyboxbuild: complete a greybox model by Bill Whiten

Completes a model by relating model parameters to operating conditions using experimental data (modelling, modeling, model completion)

[A,info]=greyboxbuild(condfn,resfn,data,vndata,optn)

[X,y,r,info]=greyboxcore(condfn,resfn,data,vndata,optn)

[p,pscale,pbase,c]=parcalc(condfn,data,idata,A)

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updated 1 year ago

linfitregsel - term selection in linear regression by Bill Whiten

Select terms in linear regression (equation fitting) using eigenvectors and term significance (regression, term selection, regularised regressio...)

[x,cov,info]=linfitregsel(A,b,optn)

opts=optndfts(args,varargin)

linfitregseldemo.m

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updated 2 years ago

Battery backedup DC Motor model by satendra kumar

Battery backed-up DC Motor model (model, electrical, battery)

battery_Connected_DC_Motor

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updated almost 3 years ago

Mogi: point source in elastic half-space by François Beauducel

Computes surface displacements, tilt and strain due to point source at depth (deformation, displacements, tilt)

mogi.m

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updated 3 years ago

Simulink modeling of Rectifier [single phase] by satendra kumar

Modeling of Rectifier is demonstrated in Simulink (matlab, rectifier, simulink)

Rectifier_Modeling

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updated 3 years ago

STL to FACET model geometry file converter by Eric Trautmann

This script imports an STL file and writes a .facet file commonly used by Xpatch, etc. (geometry, stl, facet)

stl2facet3(infile,material,varargin)

varargout=import_stl_fast(filename,mode)

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updated 4 years ago

Sun69: Penny-shaped crack in elastic half-space by François Beauducel

Computes surface deformation due to hydrostatic pressure in a horizontal circular fracture. (modelling, displacements, sill)

sun69.m

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updated 5 years ago

Complex Optimization of a Recurrent Neural Network by Travis Wiens

Shows how to use the complex method to optimize a black-box neural network model of a load-sensing h (fuzzy logic, neural networks, complex)

P=W_to_param(W,N_in);

W=params_to_W(P,N_in);

[W]=initializegnn_static(m,n,N_h,overlapfactor)

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updated 5 years ago

Two Port S-Parameter Measurement by Siddharth Shankar

Perform a 2-port s-parameter measurement using the Instrument Control Toolbox. (instrument control, measurement, modelling)

acquireTwoPortSParameters

TxLineModel.mdl

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updated 8 years ago

Dynamic Simulations of Electric Machinery : Using MATLAB/SIMULINK by Wei Jiang

Modelling and simulation of electrical machines with matlab/simulink (controls, dynamic machine, modeling)

[ret,x0,str,ts,xts]=s1(t,x,u,flag);

[ret,x0,str,ts,xts]=s1(t,x,u,flag);

[ret,x0,str,ts,xts]=s1(t,x,u,flag);

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updated 11 years ago

Hodgkin Huxley Model by Sudhir Kumar

Hodgkin Huxley in model used to model nerves action potential. (simulation, modelling, hodgkin huxley)

HodHox

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