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Nanosystems: Physics, Chemistry, Mathematics

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Vol 14, No 6 (2023) Toward nanomagnetic implementation of energy-based machine learning Abstract  PDF (Eng)  similar documents
I. S. Lobanov
"... Some approaches to machine learning (ML) such as Boltzmann machines (BM) can be reformulated ..."
 
Vol 5, No 5 (2014) Few cycle pulses in the Bragg medium containing carbon nanotubes Abstract  PDF (Eng)  similar documents
M. B. Belonenko, Ju. V. Nevzorova, E. MN. Galkina
 
Vol 8, No 6 (2017) Kinetic coefficients of semiconductor superlattices in high-frequency electromagnetic fields Abstract  PDF (Eng)  similar documents
A. V. Shorokhov, N. S. Prudskikh, M. B. Semenov, V. D. Krevchik, M. A. Pyataev, S. E. Golovatyuk, Tian-Rong Li, Yu-Hua Wang
"... Kinetic coefficients of semiconductor superlattice are obtained from the Boltzmann transport ..."
 
Vol 14, No 4 (2023) The Space Charge Model. A new analytical approximation solution of Poisson– Boltzmann equation: the extended homogeneous approximation Abstract  PDF (Eng)  similar documents
J. Dweik, H. Farhat, J. Younis
"... Poisson– Boltzmann (PB) equation based on a mean-field description of ions as ideal point charges ..."
 
Vol 11, No 6 (2020) Machine learning method for computation of optimal transitions in magnetic nanosystems Abstract  PDF (Eng)  similar documents
K. R. Bushuev, I. S. Lobanov
"... more effective methods are expected to exist. In this article, we propose a machine learning based ..."
 
Vol 7, No 6 (2016) Minimum energy path calculations with Gaussian process regression Abstract  PDF (Eng)  similar documents
O-P. Koistinen, E. Maras, H. Jonsson
 
Vol 16, No 5 (2025) Bridging accuracy and efficiency: assessing universal ML potentials for niobiumoxygen clusters Abstract  PDF (Eng)  similar documents
I. S. Popov, A. A. Valeeva, A. N. Enyashin
"... Machine Learning Interatomic Potentials (MLIPs) promise to combine the accuracy of DFT ..."
 
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