دنبال کردن
Sergei Manzhos
Sergei Manzhos
Associate Professor, Ihara-Manzhos laboratory, Tokyo Institute of Technology
ایمیل تأیید شده در m.titech.ac.jp - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
A random-sampling high dimensional model representation neural network for building potential energy surfaces‏
S Manzhos, T Carrington‏
The Journal of chemical physics 125 (8), 2006‏
2882006
Neural network potential energy surfaces for small molecules and reactions‏
S Manzhos, T Carrington Jr‏
Chemical Reviews 121 (16), 10187-10217, 2020‏
2772020
Neural networks vs Gaussian process regression for representing potential energy surfaces: A comparative study of fit quality and vibrational spectrum accuracy‏
A Kamath, RA Vargas-Hernández, RV Krems, T Carrington, S Manzhos‏
The Journal of chemical physics 148 (24), 2018‏
2392018
Neural network‐based approaches for building high dimensional and quantum dynamics‐friendly potential energy surfaces‏
S Manzhos, R Dawes, T Carrington‏
International Journal of Quantum Chemistry 115 (16), 1012-1020, 2015‏
2212015
A nested molecule-independent neural network approach for high-quality potential fits‏
S Manzhos, X Wang, R Dawes, T Carrington‏
The Journal of Physical Chemistry A 110 (16), 5295-5304, 2006‏
2162006
Organic interfacial materials for perovskite-based optoelectronic devices‏
HD Pham, L Xianqiang, W Li, S Manzhos, AKK Kyaw, P Sonar‏
Energy & Environmental Science 12 (4), 1177-1209, 2019‏
2062019
Using neural networks to represent potential surfaces as sums of products‏
S Manzhos, T Carrington‏
The Journal of chemical physics 125 (19), 2006‏
2032006
Molecular engineering using an anthanthrone dye for low‐cost hole transport materials: a strategy for dopant‐free, high‐efficiency, and stable perovskite solar cells‏
HD Pham, TT Do, J Kim, C Charbonneau, S Manzhos, K Feron, WC Tsoi, ...‏
Advanced Energy Materials 8 (16), 1703007, 2018‏
1722018
Roadmap on machine learning in electronic structure‏
HJ Kulik, T Hammerschmidt, J Schmidt, S Botti, MAL Marques, M Boley, ...‏
Electronic Structure 4 (2), 023004, 2022‏
1512022
Phenothiazine and carbazole substituted pyrene based electroluminescent organic semiconductors for OLED devices‏
JK Salunke, FL Wong, K Feron, S Manzhos, MF Lo, D Shinde, A Patil, ...‏
Journal of Materials Chemistry C 4 (5), 1009-1018, 2016‏
1372016
In search of high performance anode materials for Mg batteries: Computational studies of Mg in Ge, Si, and Sn‏
OI Malyi, TL Tan, S Manzhos‏
Journal of Power Sources 233, 341-345, 2013‏
1242013
Using neural networks, optimized coordinates, and high-dimensional model representations to obtain a vinyl bromide potential surface‏
S Manzhos, T Carrington‏
The Journal of chemical physics 129 (22), 2008‏
1232008
Using redundant coordinates to represent potential energy surfaces with lower-dimensional functions‏
S Manzhos, T Carrington‏
The Journal of chemical physics 127 (1), 2007‏
1202007
On the charge state of titanium in titanium dioxide‏
D Koch, S Manzhos‏
The journal of physical chemistry letters 8 (7), 1593-1598, 2017‏
1152017
A computational study of Na behavior on graphene‏
OI Malyi, K Sopiha, VV Kulish, TL Tan, S Manzhos, C Persson‏
Applied Surface Science 333, 235-243, 2015‏
1132015
Insertion energetics of lithium, sodium, and magnesium in crystalline and amorphous titanium dioxide: A comparative first-principles study‏
F Legrain, O Malyi, S Manzhos‏
Journal of Power Sources 278, 197-202, 2015‏
1062015
Photofragment image analysis using the Onion-Peeling Algorithm‏
S Manzhos, HP Loock‏
Computer physics communications 154 (1), 76-87, 2003‏
1022003
Machine learning for the solution of the Schrödinger equation‏
S Manzhos‏
Machine Learning: Science and Technology 1 (1), 013002, 2020‏
1012020
A comparative computational study of structures, diffusion, and dopant interactions between Li and Na insertion into Si‏
OI Malyi, TL Tan, S Manzhos‏
Applied Physics Express 6 (2), 027301, 2013‏
992013
A computational study of the insertion of Li, Na, and Mg atoms into Si (111) nanosheets‏
O Malyi, VV Kulish, TL Tan, S Manzhos‏
Nano Energy 2 (6), 1149-1157, 2013‏
922013
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20