Publications of Runhai Ouyang
All genres
Journal Article (5)
2020
Journal Article
Cao, Guohua, Runhai Ouyang, Luca M. Ghiringhelli, Matthias Scheffler, , Christian Carbogno and : Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites.
2019
Journal Article
, Christopher A. Sutton, , Runhai Ouyang, , Luca M. Ghiringhelli and Matthias Scheffler: New tolerance factor to predict the stability of perovskite oxides and halides.
Journal Article
Ouyang, Runhai, Emre Ahmetcik, Christian Carbogno, Matthias Scheffler and Luca M. Ghiringhelli: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO.
2018
Journal Article
Ouyang, Runhai, Stefano Curtarolo, Emre Ahmetcik, Matthias Scheffler and Luca M. Ghiringhelli: SISSO: a compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates.
2017
Journal Article
Ghiringhelli, Luca M., , Emre Ahmetcik, Runhai Ouyang, Sergey V. Levchenko, and Matthias Scheffler: Learning physical descriptors for materials science by compressed sensing.
Talk (1)
2018
Talk
Ouyang, Runhai: SISSO: A Compressed-Sensing Method for Systematically Identifying Efficient Physical Models of Materials Properties.
(NOMAD Summer - A hands-on course on tools for novel-materials discovery, CECAM, Lausanne, Switzerland, Sep 2018).
Working Paper (1)
2018
Working Paper
, Runhai Ouyang, , Matthias Scheffler, Luca M. Ghiringhelli and Christian Carbogno: Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing.