default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSergei Manzhos
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2023
[i7]Sergei Manzhos, Manabu Ihara:
Neural network with optimal neuron activation functions based on additive Gaussian process regression. CoRR abs/2301.05567 (2023)- [i6]Sergei Manzhos, Manabu Ihara:
Orders-of-coupling representation with a single neural network with optimal neuron activation functions and without nonlinear parameter optimization. CoRR abs/2302.12013 (2023) - [i5]Sergei Manzhos, Manabu Ihara:
Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension. CoRR abs/2311.10790 (2023) - 2022
- [j7]Owen Ren, Mohamed Ali Boussaidi, Dmitry A. Voytsekhovsky, Manabu Ihara
, Sergei Manzhos:
Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for representing multidimensional functions with machine-learned lower-dimensional terms allowing insight with a general method. Comput. Phys. Commun. 271: 108220 (2022) - [j6]Sergei Manzhos, Eita Sasaki, Manabu Ihara:
Easy representation of multivariate functions with low-dimensional terms via Gaussian process regression kernel design: applications to machine learning of potential energy surfaces and kinetic energy densities from sparse data. Mach. Learn. Sci. Technol. 3(1): 01 (2022) - [i4]Sergei Manzhos, Manabu Ihara:
The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces. CoRR abs/2211.11170 (2022) - 2021
- [i3]Eita Sasaki, Manabu Ihara, Sergei Manzhos:
Easy representation of multivariate functions with low-dimensional terms via Gaussian process regression kernel design: applications to machine learning of potential energy surfaces and kinetic energy densities from sparse data. CoRR abs/2111.11001 (2021) - [i2]Sergei Manzhos, Manabu Ihara:
On the optimization of hyperparameters in Gaussian process regression. CoRR abs/2112.01374 (2021) - [i1]Sergei Manzhos, Manabu Ihara:
Rectangularization of Gaussian process regression for optimization of hyperparameters. CoRR abs/2112.02467 (2021) - 2020
- [j5]Pavlo Golub, Sergei Manzhos:
CONUNDrum: A program for orbital-free density functional theory calculations. Comput. Phys. Commun. 256: 107365 (2020) - [j4]Sergei Manzhos:
Machine learning for the solution of the Schrödinger equation. Mach. Learn. Sci. Technol. 1(1): 13002 (2020)
2010 – 2019
- 2015
- [j3]Nicholas Capel, Devang Bharania, Sergei Manzhos:
A Comparative Density Functional Theory and Density Functional Tight Binding Study of Phases of Nitrogen Including a High Energy Density Material N8. Comput. 3(4): 574-585 (2015) - 2013
- [j2]Sergei Manzhos, Hiroshi Segawa, Koichi Yamashita:
Effect of Isotopic Substitution on Elementary Processes in Dye-Sensitized Solar Cells: Deuterated Amino-Phenyl Acid Dyes on TiO2. Comput. 1(1): 1-15 (2013)
2000 – 2009
- 2009
- [j1]Sergei Manzhos, Koichi Yamashita, Tucker Carrington Jr.:
Fitting sparse multidimensional data with low-dimensional terms. Comput. Phys. Commun. 180(10): 2002-2012 (2009)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-09 13:25 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
