We present a Matlab implementation for topology optimization of structures subjected to dynamic loads. The code, which we name PolyDyna , is built on top of PolyTop —a Matlab code for static compliance minimization based on polygonal finite elements. To solve the structural dynamics problem, we...
1. We import these models into the commercial software package CST Microwave Studio and continuously generate the data using the MATLAB-CST co-simulation method. The simulated data are shuffled and 80% are blindly selected as the training set and the remaining 20% are used for testing the ...
optimal planning issue of photovoltaic distributed generation (PV-DG) and DSTATCOM device with integrated battery energy storage systems (BESS) considering network reconfiguration by applying hybrid Grey-Wolf crow-search algorithm (GWO-CSA) encompassing dynamic fuzzy learning (DFL) optimization technique. ...
All data were analyzed in Python, using the scipy stats library to compute statistics, except for data in Figures S3E–S3G, which were analyzed in MATLAB. Unless otherwise noted, all tests are two-sided, correlation coefficients represent Pearson’s correlation, and values are presented as mean ...
For each method implemented by MATLAB, [method_name].m provides the functions that give the definitions of encoder and decoder, where the loss function is derived during the optimization of encoder. [method_name]_demo.m demonstrates how to use these functions. To run the demonstration code, pl...
Cubic spline interpolation (using the Matlab toolbox) was used to obtain the interpolated time points at each half hour between 0 h and 108 h, which increased the accuracy of the information flow calculations. We calculated the information flow every three hours using the first SCIENTIFIC REPORTS...
Simulation of Gear-shift Algorithm for Automatic Transmission Based on MATLAB As automobile systems become more and more sophisticated, the need to integrate the science research and engineering software is increasing. As a modeling ... LXL Xi,XXX Xu,YLY Liu - Wri World Congress on Software Engi...
utilisation ILP H Vehicular 1:1 MATLAB Tk ★ D I ★ Tan and Hu (2018) VFC Allocation Resources MDP DQL Vehicular 1:1 Otherj FE Mau H C S ★ ★ ★ ★ Yu et al. (2021) VFC Offloading Cache hit ratio – FedSGD, AAE Urban 1:1 Otherj ★ M N C I ★ ★ Wu et al. (...
[3]. The authors demonstrated the existence of solution by means of the Pontryagin's maximum principle and solved the problem using a local SQP based method (fmincon as included in the MATLAB Optimization Toolbox). The pathway (Figure S.10) consists in four enzymatic reactions catalyzed...
A MATLAB script is provided with the paper to demonstrate a practical example of the 4Pi-STORM data analysis methods described here. The script encompasses the generation of the cubic spline PSF model, fitting the raw localization data, estimation of the PSF phase evolution and the dependence of...