The maximum absorption wavelengths of 31 azo dyes have been calculated by two comprehensive methods using the semiempirical quantum chemical method, PM3, and the weight decay based artificial neural network (WD-ANN) or the early stopping based artificial neural network (ES-ANN). The average absolute errors of WD-ANN and that of ES-ANN are 10.07 nm and 12.40 nm, respectively. These results are m...

The objective was to determine the optimal operating conditions for an artificial neural network (ANN) to estimate outcomes. The simulations involved using the 51 inputs while changing the desired output variable. Comparing the correct classification rate (CCR) of an ANN with that of a constant predictor (CP) results indicates the minimum number of sample patterns an ANN requires for minimally ...

Annalen der PhysikVolume 535, Issue 7 2370014 MastheadFree Access Masthead: Ann. Phys. 7/2023 First published: 06 July 2023 https://doi.org/10.1002/andp.202370014AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text full-text accessPlease review our Terms and Conditions of Use check box below share version article.I have read accept ...

Annalen der PhysikVolume 535, Issue 1 2370002 MastheadFree Access Masthead: Ann. Phys. 1/2023 First published: 16 January 2023 https://doi.org/10.1002/andp.202370002AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text full-text accessPlease review our Terms and Conditions of Use check box below share version article.I have read acce...