Runhai Ouyang

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Matthias SchefflerDirector of NOMAD Laboratory at FHI of Max-Planck-GesellschaftE-mailová adresa ověřena na: fhi-berlin.mpg.de
Luca M. GhiringhelliProfessor for Data-based Materials Modeling @ FAU, dept. of Materials Science and EngineeringE-mailová adresa ověřena na: fau.de
Bryan R. GoldsmithAssociate Professor of Chemical Engineering at University of Michigan, Ann ArborE-mailová adresa ověřena na: umich.edu
De-en JiangH. Eugene McBrayer Chair in Chemical Engineering, Vanderbilt UniversityE-mailová adresa ověřena na: vanderbilt.edu
Christian CarbognoFritz-Haber-Institut der Max-Planck-Gesellschaft, Berlin, GermanyE-mailová adresa ověřena na: fhi-berlin.mpg.de
Christopher SuttonUniversity of South CarolinaE-mailová adresa ověřena na: mailbox.sc.edu
Jin-Xun Liu(刘进勋)University of Science and Technology of ChinaE-mailová adresa ověřena na: tue.nl
Curtarolo, StefanoDuke UniversityE-mailová adresa ověřena na: nietzsche.mems.duke.edu
Sergey V. LevchenkoSkolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, RussiaE-mailová adresa ověřena na: skoltech.ru
Xiangkui GuWuhan UniversityE-mailová adresa ověřena na: whu.edu.cn
Jan VybíralCzech Technical UniversityE-mailová adresa ověřena na: fjfi.cvut.cz
Claudia DraxlEinstein Professor of Physics, Humboldt-Universität zu BerlinE-mailová adresa ověřena na: physik.hu-berlin.de
Chunguang TangANUE-mailová adresa ověřena na: anu.edu.au
Jens UlstrupTechnical University of DenmarkE-mailová adresa ověřena na: kemi.dtu.dk
Yu XieJilin UniversityE-mailová adresa ověřena na: jlu.edu.cn
Qiang Fu（傅强）Professor of Chemistry, Dalian Institute of Chemical Physics, CASE-mailová adresa ověřena na: dicp.ac.cn
Ziqi TianNingbo Institute of Industrial Technology, CASE-mailová adresa ověřena na: nimte.ac.cn
qing tangChongqing UniversityE-mailová adresa ověřena na: cqu.edu.cn
Carlos Mera AcostaUniversidade Federal do ABCE-mailová adresa ověřena na: ufabc.edu.br

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Runhai Ouyang

Shanghai University

E-mailová adresa ověřena na: shu.edu.cn - Domovská stránka

Machine Learning Computational Catalysis Materials Informatics


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
New tolerance factor to predict the stability of perovskite oxides and halides CJ Bartel, C Sutton, BR Goldsmith, R Ouyang, CB Musgrave, ... Science advances 5 (2), eaav0693, 2019	1344	2019
SISSO: A compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates R Ouyang, S Curtarolo, E Ahmetcik, M Scheffler, LM Ghiringhelli Physical Review Materials 2 (8), 083802, 2018	775	2018
Atomistic theory of Ostwald ripening and disintegration of supported metal particles under reaction conditions R Ouyang, JX Liu, WX Li Journal of the American Chemical Society 135 (5), 1760-1771, 2013	474	2013
Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO R Ouyang, E Ahmetcik, C Carbogno, M Scheffler, LM Ghiringhelli Journal of Physics: Materials 2 (2), 024002, 2019	190	2019
Single-Atom Alloy Catalysts Designed by First-Principles Calculations and Artificial Intelligence ZK Han, D Sarker, R Ouyang, Y Gao, SV Levchenko Nature Communications 12, 1833, 2021	160	2021
Learning physical descriptors for materials science by compressed sensing LM Ghiringhelli, J Vybiral, E Ahmetcik, R Ouyang, SV Levchenko, C Draxl, ... New Journal of Physics 19, 023017, 2017	160	2017
Global minimization of gold clusters by combining neural network potentials and the basin-hopping method R Ouyang, Y Xie, D Jiang Nanoscale 7 (36), 14817-14821, 2015	125	2015
Data-driven discovery of formulas by symbolic regression S Sun, R Ouyang, B Zhang, TY Zhang MRS Bulletin 44 (7), 559-564, 2019	90	2019
Exploiting ionic radii for rational design of halide perovskites R Ouyang Chemistry of Materials 32 (1), 595-604, 2019	87	2019
CO-and NO-induced disintegration and redispersion of three-way catalysts rhodium, palladium, and platinum: an ab initio thermodynamics study BR Goldsmith, ED Sanderson, R Ouyang, WX Li The Journal of Physical Chemistry C 118 (18), 9588-9597, 2014	83	2014
Understanding Selective Hydrogenation of α,β-Unsaturated Ketones to Unsaturated Alcohols on the Au₂₅(SR)₁₈ Cluster R Ouyang, D Jiang ACS Catalysis 5 (11), 6624-6629, 2015	72	2015
Wall density-controlled thermal conductive and mechanical properties of three-dimensional vertically aligned boron nitride network-based polymeric composites F Jiang, N Song, R Ouyang, P Ding ACS Applied Materials & Interfaces 13 (6), 7556-7566, 2021	69	2021
Theoretical study of the role of a metal–cation ensemble at the oxide–metal boundary on CO oxidation D Sun, XK Gu, R Ouyang, HY Su, Q Fu, X Bao, WX Li The Journal of Physical Chemistry C 116 (13), 7491-7498, 2012	69	2012
The ligand effect on the isomer stability of Au 24 (SR) 20 clusters Q Tang, R Ouyang, Z Tian, D Jiang Nanoscale 7 (6), 2225-2229, 2015	64	2015
Prediction and classification of formation energies of binary compounds by machine learning: an approach without crystal structure information Y Mao, H Yang, Y Sheng, J Wang, R Ouyang, C Ye, J Yang, W Zhang ACS omega 6 (22), 14533-14541, 2021	45	2021
CO oxidation at the perimeters of an FeO/Pt (111) interface and how water promotes the activity: a first‐principles study XK Gu, R Ouyang, D Sun, HY Su, WX Li ChemSusChem 5 (5), 871-878, 2012	42	2012
Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites G Cao, R Ouyang, LM Ghiringhelli, M Scheffler, H Liu, C Carbogno, ... Physical Review Materials 4 (3), 034204, 2020	40	2020
Controlling the stereochemistry and regularity of butanethiol self-assembled monolayers on Au (111) J Yan, R Ouyang, PS Jensen, E Ascic, D Tanner, B Mao, J Zhang, C Tang, ... Journal of the American Chemical Society 136 (49), 17087-17094, 2014	37	2014
Improving symbolic regression for predicting materials properties with iterative variable selection Z Guo, S Hu, ZK Han, R Ouyang Journal of Chemical Theory and Computation 18 (8), 4945-4951, 2022	31	2022
Machine learning and structural design to optimize the flame retardancy of polymer nanocomposites with graphene oxide hydrogen bonded zinc hydroxystannate F Chen, J Wang, Z Guo, F Jiang, R Ouyang, P Ding ACS Applied Materials & Interfaces 13 (45), 53425-53438, 2021	31	2021

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