Sergei Manzhos

Sergei Manzhos

Tokyo Institute of Technology - Tokyo / Japan
Engineering & Technology / Computer Science
AD Scientific Index ID: 414424
東京工業大学
person_outline Sergei Manzhos's MOST POPULAR ARTICLES
1-) A random-sampling high dimensional model representation neural network for building potential energy surfacesS Manzhos, T Carrington JrThe Journal of chemical physics 125 (8), 084109, 20062492006
2-) Neural network potential energy surfaces for small molecules and reactionsS Manzhos, T Carrington JrChemical Reviews 121 (16), 10187-10217, 20202112020
3-) Neural networks vs Gaussian process regression for representing potential energy surfaces: A comparative study of fit quality and vibrational spectrum accuracyA Kamath, RA Vargas-Hernández, RV Krems, T Carrington, S ManzhosThe Journal of chemical physics 148 (24), 20182102018
4-) Neural network‐based approaches for building high dimensional and quantum dynamics‐friendly potential energy surfacesS Manzhos, R Dawes, T CarringtonInternational Journal of Quantum Chemistry 115 (16), 1012-1020, 20152152015
5-) A nested molecule-independent neural network approach for high-quality potential fitsS Manzhos, X Wang, R Dawes, T CarringtonThe Journal of Physical Chemistry A 110 (16), 5295-5304, 20062142006