Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks
Аутори
Mitić, Vojislav V.Ranđelović, Branislav
Ribar, Srđan
Milošević, Dušan
Vlahović, Branislav
Fecht, Hans-Jörg
Mohr, Marcus
Конференцијски прилог (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
Various interesting results have been achieved in calculation of electrochemical parameters in nanomaterials, using neural networks. There appear some error, during those calculations, and it varies depending on number of neurons in layers. In this research we deal with errors, calculated for neural networks with n=1,2…10, neurons in first or second layer. We applied mean square approximation method, in order to get explicite formula for predicton of error,
for other cases.
Кључне речи:
electrochemical parameters / neural networks / error prediction / nanomaterialsИзвор:
Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021, 2021, 61-61Издавач:
- Belgrade : Serbian Ceramic Society
Институција/група
Институт техничких наука САНУ / Institute of Technical Sciences of SASATY - CONF AU - Mitić, Vojislav V. AU - Ranđelović, Branislav AU - Ribar, Srđan AU - Milošević, Dušan AU - Vlahović, Branislav AU - Fecht, Hans-Jörg AU - Mohr, Marcus PY - 2021 UR - https://dais.sanu.ac.rs/123456789/11900 AB - Various interesting results have been achieved in calculation of electrochemical parameters in nanomaterials, using neural networks. There appear some error, during those calculations, and it varies depending on number of neurons in layers. In this research we deal with errors, calculated for neural networks with n=1,2…10, neurons in first or second layer. We applied mean square approximation method, in order to get explicite formula for predicton of error, for other cases. PB - Belgrade : Serbian Ceramic Society C3 - Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021 T1 - Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks SP - 61 EP - 61 UR - https://hdl.handle.net/21.15107/rcub_dais_11900 ER -
@conference{ author = "Mitić, Vojislav V. and Ranđelović, Branislav and Ribar, Srđan and Milošević, Dušan and Vlahović, Branislav and Fecht, Hans-Jörg and Mohr, Marcus", year = "2021", abstract = "Various interesting results have been achieved in calculation of electrochemical parameters in nanomaterials, using neural networks. There appear some error, during those calculations, and it varies depending on number of neurons in layers. In this research we deal with errors, calculated for neural networks with n=1,2…10, neurons in first or second layer. We applied mean square approximation method, in order to get explicite formula for predicton of error, for other cases.", publisher = "Belgrade : Serbian Ceramic Society", journal = "Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021", title = "Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks", pages = "61-61", url = "https://hdl.handle.net/21.15107/rcub_dais_11900" }
Mitić, V. V., Ranđelović, B., Ribar, S., Milošević, D., Vlahović, B., Fecht, H.,& Mohr, M.. (2021). Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks. in Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021 Belgrade : Serbian Ceramic Society., 61-61. https://hdl.handle.net/21.15107/rcub_dais_11900
Mitić VV, Ranđelović B, Ribar S, Milošević D, Vlahović B, Fecht H, Mohr M. Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks. in Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021. 2021;:61-61. https://hdl.handle.net/21.15107/rcub_dais_11900 .
Mitić, Vojislav V., Ranđelović, Branislav, Ribar, Srđan, Milošević, Dušan, Vlahović, Branislav, Fecht, Hans-Jörg, Mohr, Marcus, "Approximation and Error Prediction in Electrochemical Parameters Calculation Using Neural Networks" in Program and the Book of abstracts / Serbian Ceramic Society Conference Advanced Ceramics and Application IX : New Frontiers in Multifunctional Material Science and Processing, Serbia, Belgrade, 20-21. September 2021 (2021):61-61, https://hdl.handle.net/21.15107/rcub_dais_11900 .