Publications of Runhai Ouyang

Cao, G., R. Ouyang, L.M. Ghiringhelli, M. Scheffler, H. Liu, C. Carbogno and Z. Zhang: Artificial intelligence for high-throughput discovery of topological insulators: The example of alloyed tetradymites. Physical Review Materials 4 (3), 034204 (2020).

Ouyang, R., E. Ahmetcik, C. Carbogno, M. Scheffler and L.M. Ghiringhelli: Simultaneous learning of several materials properties from incomplete databases with multi-task SISSO. JPhys Materials 2 (2), 024002 (2019).

Bartel, C.J., C.A. Sutton, B.R. Goldsmith, R. Ouyang, C.B. Musgrave, L.M. Ghiringhelli and M. Scheffler: New tolerance factor to predict the stability of perovskite oxides and halides. Science Advances 5 (2), eaav0693 (2019).

Ouyang, R., S. Curtarolo, E. Ahmetcik, M. Scheffler and L.M. Ghiringhelli: 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).

Ghiringhelli, L.M., J. Vybiral, E. Ahmetcik, R. Ouyang, S.V. Levchenko, C. Draxl and M. Scheffler: Learning physical descriptors for materials science by compressed sensing. New Journal of Physics 19 (2), 023017 (2017).

Ouyang, R.:

Acosta, C.M., R. Ouyang, A. Fazzio, M. Scheffler, L.M. Ghiringhelli and C. Carbogno: Analysis of Topological Transitions in Two-dimensional Materials by Compressed Sensing., in press.