Sergei Manzhos
Tokyo Institute of Technology
H-index: 46
Asia-Japan
Top articles of Sergei Manzhos
Natural-like generation of grain boundary models and the combined effects of microstructural elements and lithiation on the plastic behavior of TiO2: A computational study
Computational Materials Science
2024/4/25
Hao Wang
H-Index: 29
Sergei Manzhos
H-Index: 31
N‐DMBI Doping of Carbon Nanotube Yarns for Achieving High n‐Type Thermoelectric Power Factor and Figure of Merit
Small Methods
2024/3/12
Hiroo Suzuki
H-Index: 3
Sergei Manzhos
H-Index: 31
Takeshi Nishikawa
H-Index: 7
Yasuhiko Hayashi
H-Index: 0
Machine learning of properties of lead-free perovskites with a neural network with additive kernel regression-based neuron activation functions
MRS Advances
2024/1/17
Sergei Manzhos
H-Index: 31
Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension
The Journal of Chemical Physics
2024/1/14
Sergei Manzhos
H-Index: 31
Orders-of-coupling representation achieved with a single neural network with optimal neuron activation functions and without nonlinear parameter optimization
Artificial Intelligence Chemistry
2023/12/1
Sergei Manzhos
H-Index: 31
Atoms, dimers, and nanoparticles from orbital-free density-potential-functional theory
Physical Review A
2023/12/1
Sergei Manzhos
H-Index: 31
Rectangularization of Gaussian process regression for optimization of hyperparameters
Machine Learning with Applications
2023/9/15
Sergei Manzhos
H-Index: 31
Neural network with optimal neuron activation functions based on additive Gaussian process regression
The Journal of Physical Chemistry A
2023/9/12
Sergei Manzhos
H-Index: 31
Orders of coupling representations as a versatile framework for machine learning from sparse data in high-dimensional spaces
2023/7/17
Sergei Manzhos
H-Index: 31
Hybrid Density Functional Tight Binding (DFTB)─ Molecular Mechanics Approach for a Low-Cost Expansion of DFTB Applicability
Journal of Chemical Theory and Computation
2023/7/14
Sergei Manzhos
H-Index: 31
Tetramethylammonium Iodide Additive for Enhancing the Charge Carrier Mobilities of Diketopyrrolopyrrole‐Based Conjugated Polymer in Ambipolar Organic Field‐Effect Transistors
Chinese Journal of Chemistry
2023
Factors affecting the techno-economic and environmental performance of on-grid distributed hydrogen energy storage systems with solar panels
Energy
2023/4/15
Sergei Manzhos
H-Index: 31
Liquid‐State Dithiocarbonate‐Based Polymeric Additives with Monodispersity Rendering Perovskite Solar Cells with Exceptionally High Certified Photocurrent and Fill Factor
Advanced Energy Materials
2023/4
Kyusun Kim
H-Index: 2
Sangsu Lee
H-Index: 2
Soyeon Kim
H-Index: 2
In Chung
H-Index: 23
Sergei Manzhos
H-Index: 31
Using Collocation to Solve the Schrödinger Equation
2023/3/8
Sergei Manzhos
H-Index: 31
A local Gaussian Processes method for fitting potential surfaces that obviates the need to invert large matrices
Journal of Molecular Spectroscopy
2023/3/1
Sergei Manzhos
H-Index: 31
Non-invasive improvement of machining by reversible electrochemical doping: A proof of principle with computational modeling on the example of lithiation of TiO2
Materials Chemistry and Physics
2023/2/1
Sergei Manzhos
H-Index: 31
Hao Wang
H-Index: 29
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
2023/1/28
Sergei Manzhos
H-Index: 31
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
2023
Sergei Manzhos
H-Index: 31
Surface engineering of two-dimensional hexagonal boron-nitride for optoelectronic devices
Nanoscale
2023
Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning We show …
2023
Sergei Manzhos
H-Index: 31
Co-Authors
