Sergei Manzhos

Scopus Author ID ResearcherID Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Venues

Physical chemistry chemical physics : PCCP

The journal of physical chemistry letters

The Journal of chemical physics

The journal of physical chemistry. A

Institut National de la Recherche Scientifique

Queen's University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Institut National de la Recherche Scientifique May 01 2019

Canada

Associate Professor :: Centre Énergie Matériaux Télécommunications

National University of Singapore Jun 01 2012 - Apr 15 2019

Singapore

Assistant Professor :: Mechanical Engineering

University of Tokyo Jun 01 2010 - May 31 2012

Japan

Project Assistant Professor (特任助教) :: Research Center for Advanced Science and Technology (RCAST)

University of Tokyo Apr 01 2010 - May 31 2012

Japan

Project Assistant Professor (特任助教) :: Chemical Systems Engineering

Universite de Montreal Dec 15 2004 - Mar 31 2008

Canada

Postdoctoral Fellow :: Chenistry

Education History

Queen's University May 09 2000 - Jun 02 2005

Canada

PHD :: chemistry

Kharkiv National University Sep 01 1994 - Jun 01 1999

Ukraine

MSC :: Radio Physics

Publications

Sergei Manzhos, Qun Gao Chen, Wen-Ya Lee, Yoon Heejoo, Manabu Ihara, Chu-Chen Chueh
Computational Investigation of the Potential and Limitations of Machine Learning with Neural Network Circuits Based on Synaptic Transistors. The journal of physical chemistry letters 15 (27) (2024)
Sergei Manzhos, Qun Gao Chen, Wen-Ya Lee, Yoon Heejoo, Manabu Ihara, Chu-Chen Chueh
Computational Investigation of the Potential and Limitations of Machine Learning with Neural Network Circuits Based on Synaptic Transistors. The journal of physical chemistry letters 15 (27) (2024)
Hiroo Suzuki, Jun Kametaka, Shinya Nakahori, Yuichiro Tanaka, Mizuki Iwahara, Haolu Lin, Sergei Manzhos, Aung Ko Ko Kyaw, Takeshi Nishikawa, Yasuhiko Hayashi
N-DMBI Doping of Carbon Nanotube Yarns for Achieving High n-Type Thermoelectric Power Factor and Figure of Merit. Small methods 8 (8) (2024)
Hiroo Suzuki, Jun Kametaka, Shinya Nakahori, Yuichiro Tanaka, Mizuki Iwahara, Haolu Lin, Sergei Manzhos, Aung Ko Ko Kyaw, Takeshi Nishikawa, Yasuhiko Hayashi
N-DMBI Doping of Carbon Nanotube Yarns for Achieving High n-Type Thermoelectric Power Factor and Figure of Merit. Small methods (2024)
Sergei Manzhos, Qun Gao Chen, Wen-Ya Lee, Yoon Heejoo, Manabu Ihara, Chu-Chen Chueh
Computational Investigation of the Potential and Limitations of Machine Learning with Neural Network Circuits Based on Synaptic Transistors. The journal of physical chemistry letters (2024)
Hiroo Suzuki, Jun Kametaka, Shinya Nakahori, Yuichiro Tanaka, Mizuki Iwahara, Haolu Lin, Sergei Manzhos, Aung Ko Ko Kyaw, Takeshi Nishikawa, Yasuhiko Hayashi
N-DMBI Doping of Carbon Nanotube Yarns for Achieving High n-Type Thermoelectric Power Factor and Figure of Merit. Small methods 8 (8) (2024)
Sergei Manzhos, Qun Gao Chen, Wen-Ya Lee, Yoon Heejoo, Manabu Ihara, Chu-Chen Chueh
Computational Investigation of the Potential and Limitations of Machine Learning with Neural Network Circuits Based on Synaptic Transistors. The journal of physical chemistry letters 15 (27) (2024)
Sergei Manzhos, Manabu Ihara, Tucker Carrington
Using Collocation to Solve the Schrödinger Equation. Journal of chemical theory and computation 19 (6) (2023)
Gekko Budiutama, Ruicheng Li, Sergei Manzhos, Manabu Ihara
Hybrid Density Functional Tight Binding (DFTB)─Molecular Mechanics Approach for a Low-Cost Expansion of DFTB Applicability. Journal of chemical theory and computation (2023)
Sergei Manzhos, Manabu Ihara
Neural Network with Optimal Neuron Activation Functions Based on Additive Gaussian Process Regression. The journal of physical chemistry. A (2023)
Sergei Manzhos, Shunsaku Tsuda, Manabu Ihara
Machine learning in computational chemistry: interplay between (non)linearity, basis sets, and dimensionality. Physical chemistry chemical physics : PCCP 25 (3) (2023)
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. The Journal of chemical physics 158 (4) (2023)
Methawee Nukunudompanich, Kazuma Suzuki, Keisuke Kameda, Sergei Manzhos, Manabu Ihara
Nano-scale smooth surface of the compact-TiO 2 layer via spray pyrolysis for controlling the grain size of the perovskite layer in perovskite solar cells. RSC advances 13 (40) (2023)
Panus Sundarapura, Sergei Manzhos, Manabu Ihara
Clarifying the effects of nanoscale porosity of silicon on the bandgap and alignment: a combined molecular dynamics-density functional tight binding computational study. Physical chemistry chemical physics : PCCP (2023)
Sergei Manzhos, Shunsaku Tsuda, Manabu Ihara
Machine learning in computational chemistry: interplay between (non)linearity, basis sets, and dimensionality. Physical chemistry chemical physics : PCCP (2022)
Sergei Manzhos, Manabu Ihara
Computational vibrational spectroscopy of molecule-surface interactions: what is still difficult and what can be done about it. Physical chemistry chemical physics : PCCP 24 (25) (2022)
Sergei Manzhos, Shunsaku Tsuda, Manabu Ihara
Machine learning in computational chemistry: interplay between (non)linearity, basis sets, and dimensionality. Physical chemistry chemical physics : PCCP (2022)
Daniel Koch, Sergei Manzhos, Mohamed Chaker
The Role of Local DFT+ U Minima in the First-Principles Modeling of the Metal-Insulator Transition in Vanadium Dioxide. The journal of physical chemistry. A 126 (22) (2022)
Sergei Manzhos, Chu-Chen Chueh, Giacomo Giorgi, Takaya Kubo, Saianand Gopalan, Johann Lüder, Prashant Sonar, Manabu Ihara
Materials Design and Optimization for Next-Generation Solar Cell and Light-Emitting Technologies. The journal of physical chemistry letters 12 (19) (2021)
Daniel Koch, Mohamed Chaker, Manabu Ihara, Sergei Manzhos
Density-Based Descriptors of Redox Reactions Involving Transition Metal Compounds as a Reality-Anchored Framework: A Perspective. Molecules (Basel, Switzerland) 26 (18) (2021)
Qian Liu, Dhanashree Moghe, Gopa Sardar, Sergei Manzhos, Steven E Bottle, Aung Ko Ko Kyaw, Dinesh Kabra, Prashant Sonar
Structural Geometry Variation of 1,4-Naphthalene-Based Co-Polymers to Tune the Device Performance of PVK-Host-Based OLEDs. Polymers 13 (17) (2021)
Mohamed Ali Boussaidi, Owen Ren, Dmitry Voytsekhovsky, Sergei Manzhos
Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for Multivariate Function Representation: Application to Molecular Potential Energy Surfaces. The journal of physical chemistry. A 124 (37) (2020)
Johann Lüder, Sergei Manzhos
Nonparametric Local Pseudopotentials with Machine Learning: A Tin Pseudopotential Built Using Gaussian Process Regression. The journal of physical chemistry. A 124 (52) (2020)
Tian Tian, Tianlv Xu, Steven R Kirk, Ian Tay Rongde, Yong Boon Tan, Sergei Manzhos, Yasuteru Shigeta, Samantha Jenkins
Intramolecular mode coupling of the isotopomers of water: a non-scalar charge density-derived perspective. Physical chemistry chemical physics : PCCP 22 (4) (2020)
Thu Trang Do, Meera Stephen, Khai Leok Chan, Sergei Manzhos, Paul L Burn, Prashant Sonar
Pyrrolo[3,2-b]pyrrole-1,4-dione (IsoDPP) End Capped with Napthalimide or Phthalimide: Novel Small Molecular Acceptors for Organic Solar Cells. Molecules (Basel, Switzerland) 25 (20) (2020)
Yue Ma, Hiroshi Ueno, Hiroshi Okada, Sergei Manzhos, Yutaka Matsuo
Solvation-Free Li+ Lewis Acid Enhancing Reaction: Kinetic Study of [5,6]-Li+@PCBM to [6,6]-Li+@PCBM. Organic letters 22 (18) (2020)
Daniel Koch, Yingqian Chen, Pavlo Golub, Sergei Manzhos
Reply to the 'Comment on "Revisiting π backbonding: the influence of d orbitals on metal-CO bonds and ligand red shifts"' by G. Frenking and S. Pan, Phys. Chem. Chem. Phys., 2019, 22, DOI: 10.1039/C9CP05951B. Physical chemistry chemical physics : PCCP 22 (9) (2020)
Sergei Manzhos, Tucker Carrington
Neural Network Potential Energy Surfaces for Small Molecules and Reactions. Chemical reviews 121 (16) (2020)
Jonas Ku, Aditya Kamath, Tucker Carrington, Sergei Manzhos
Machine Learning Optimization of the Collocation Point Set for Solving the Kohn-Sham Equation. The journal of physical chemistry. A 123 (49) (2019)
Yong Boon Tan, Ian Rongde Tay, Liang Yi Loy, Ke Fun Aw, Zhi Li Ong, Sergei Manzhos
A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing. Molecules (Basel, Switzerland) 24 (4) (2019)
Yingqian Chen, Chae-Ryong Cho, Sergei Manzhos
Lithium Attachment to C60 and Nitrogen- and Boron-Doped C60: A Mechanistic Study. Materials (Basel, Switzerland) 12 (13) (2019)
Daniel Koch, Yingqian Chen, Pavlo Golub, Sergei Manzhos
Revisiting π backbonding: the influence of d orbitals on metal-CO bonds and ligand red shifts. Physical chemistry chemical physics : PCCP 21 (37) (2019)
Amrita Pal, Saeid Arabnejad, Koichi Yamashita, Sergei Manzhos
Influence of the aggregate state on band structure and optical properties of C60 computed with different methods. The Journal of chemical physics 148 (20) (2018)
Sergei Manzhos, Tucker Carrington
Using rectangular collocation with finite difference derivatives to solve electronic Schrödinger equation. The Journal of chemical physics 149 (20) (2018)
Johann Lüder, Mun Ho Cheow, Sergei Manzhos
Understanding doping strategies in the design of organic electrode materials for Li and Na ion batteries: an electronic structure perspective. Physical chemistry chemical physics : PCCP 19 (20) (2018)
Siong Tuan Ang, Amrita Pal, Sergei Manzhos
Comparison of optical absorption spectra of organic molecules and aggregates computed from real frequency dependent polarizability to TD-DFT and the dipole approximation. The Journal of chemical physics 149 (4) (2018)
Aditya Kamath, Rodrigo A Vargas-Hernández, Roman V Krems, Tucker Carrington, Sergei Manzhos
Neural networks vs Gaussian process regression for representing potential energy surfaces: A comparative study of fit quality and vibrational spectrum accuracy. The Journal of chemical physics 148 (24) (2018)
Saeid Arabnejad, Koichi Yamashita, Sergei Manzhos
Defects in crystalline PVDF: a density functional theory-density functional tight binding study. Physical chemistry chemical physics : PCCP 19 (11) (2018)
Hao-Sheng Lin, Il Jeon, Rong Xiang, Seungju Seo, Jin-Wook Lee, Chao Li, Amrita Pal, Sergei Manzhos, Mark S Goorsky, Yang Yang, Shigeo Maruyama, Yutaka Matsuo
Achieving High Efficiency in Solution-Processed Perovskite Solar Cells Using C60/C70 Mixed Fullerenes. ACS applied materials & interfaces 10 (46) (2018)
Thu Trang Do, Hong Duc Pham, Sergei Manzhos, John M Bell, Prashant Sonar
Molecular Engineering Strategy for High Efficiency Fullerene-Free Organic Solar Cells Using Conjugated 1,8-Naphthalimide and Fluorenone Building Blocks. ACS applied materials & interfaces 9 (20) (2017)
Daniel Koch, Sergei Manzhos
On the Charge State of Titanium in Titanium Dioxide. The journal of physical chemistry letters 8 (7) (2017)
Daniel Koch, Sergei Manzhos
Addition to "On the Charge State of Titanium in Titanium Dioxide". The journal of physical chemistry letters 8 (17) (2017)

Sergei Manzhos.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sergei Manzhos