Publications of Lucas Foppa

Foppa, L.:

Foppa, L.:

Foppa, L.:

Foppa, L.:

Foppa, L.:

Foppa, L.:

Mauß, J.M., K.S. Kley, R. Khobragade, N.K. Tran, J. De Bellis, F. Schüth, M. Scheffler and L. Foppa: Modelling the Time-Dependent Reactivity of Catalysts by Experiments and Artificial Intelligence., in press.

Sugathan Nair, A., L. Foppa and M. Scheffler: Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for Electrocatalysis., in press.

Behler, J., G. Csanyi, L. Foppa, K. Kang, M.F. Langer, J.T. Margraf, A. Sugathan Nair, T.A.R. Purcell, P. Rinke, M. Scheffler, A. Tkatchenko, M. Todorovic, O.T. Unke and Y. Yao: Workflows for Artificial Intelligence., in press.

Foppa, L. and M. Scheffler: Coherent Collections of Rules Describing Exceptional Materials Identified with a Multi-Objective Optimization of Subgroups., in press.

Boley, M., F. Luong, S. Teshuva, D.F. Schmidt, L. Foppa and M. Scheffler: From Prediction to Action: The Critical Role of Proper Performance Estimation for Machine-Learning-Driven Materials Discovery., in press.

Foppa, L. and M. Scheffler: Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials with Exceptional Performance., in press.