All-Atom Nonadiabatic Dynamics Simulation of Hybrid Graphene Nanoribbons Based on Wannier Analysis and Machine Learning.
Sign Up to like & getrecommendations! Published in 2022 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.1c22181
Abstract: Trajectory surface hopping combined with ab initio electronic structure calculations is a popular and powerful approach for on-the-fly nonadiabatic dynamics simulations. For large systems, however, this remains a significant challenge because of the unaffordable computational… read more here.
Keywords: wannier analysis; machine learning; analysis machine; nonadiabatic dynamics ... See more keywords
The Gray Analysis and Machine Learning for Device-Free Multitarget Localization in Passive UHF RFID Environments
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2921529
Abstract: The device-free localization (DFL) has promising application prospects in intrusion detection, emergency rescue, and smart homes, because it does not require the target to carry any auxiliary positioning equipment. Radio tomographic imaging (RTI) is one… read more here.
Keywords: device free; analysis machine; localization; gray value ... See more keywords
Analysis of machine learning algorithms for character recognition: a case study on handwritten digit recognition
Sign Up to like & getrecommendations! Published in 2021 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v21.i1.pp574-581
Abstract: This paper covers the work done in handwritten digit recognition and the various classifiers that have been developed. Methods like MLP, SVM, Bayesian networks, and Random forests were discussed with their accuracy and are empirically… read more here.
Keywords: analysis machine; digit recognition; handwritten digit; machine learning ... See more keywords
Analysis of Machine Learning Techniques for Information Classification in Mobile Applications
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13095438
Abstract: Due to the daily use of mobile technologies, we live in constant connection with the world through the Internet. Technological innovations in smart devices have allowed us to carry out everyday activities such as communicating,… read more here.
Keywords: information; machine learning; analysis machine; artificial intelligence ... See more keywords