Publications of Runhai Ouyang

Journal Article (5)

Journal Article
Cao, G.; Ouyang, R.; Ghiringhelli, L. M.; Scheffler, M.; Liu, H.; Carbogno, C.; Zhang, Z.: Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites. Physical Review Materials 4 (3), 034204 (2020)
Journal Article
Ouyang, R.; Ahmetcik, E.; Carbogno, C.; Scheffler, M.; Ghiringhelli, L. M.: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO. JPhys Materials 2 (2), 024002 (2019)
Journal Article
Bartel, C. J.; Sutton, C. A.; Goldsmith, B. R.; Ouyang, R.; Musgrave, C. B.; Ghiringhelli, L. M.; Scheffler, M.: New tolerance factor to predict the stability of perovskite oxides and halides. Science Advances 5 (2), eaav0693 (2019)
Journal Article
Ouyang, R.; Curtarolo, S.; Ahmetcik, E.; Scheffler, M.; Ghiringhelli, L. M.: SISSO: a compressed-sensing method for identifying the best low-dimensional descriptor in an immensity of offered candidates. Physical Review Materials 2 (08), 083802 (2018)
Journal Article
Ghiringhelli, L. M.; Vybiral, J.; Ahmetcik, E.; Ouyang, R.; Levchenko, S. V.; Draxl, C.; Scheffler, M.: Learning physical descriptors for materials science by compressed sensing. New Journal of Physics 19 (2), 023017 (2017)

Talk (1)

Ouyang, R.: 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 (2018)

Working Paper (1)

Working Paper
Acosta, C. M.; Ouyang, R.; Fazzio, A.; Scheffler, M.; Ghiringhelli, L. M.; Carbogno, C.: Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing. (2018)
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