2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1999 | 1997

2022 [LaTeX]

Papers

International Journals

1 - Roadmap on Machine Learning in Electronic Structure
H. Kulik, T. Hammerschmidt, J. Schmidt, S. Botti, M.A.L. Marques, M. Boley, M. Scheffler, M. Todorović, P. Rinke, C. Oses, A. Smolyanyuk, S. Curtarolo, A. Tkatchenko, A. Bartok, S. Manzhos, M. Ihara, T. Carrington, J. Behler, O. Isayev, M. Veit, A. Grisafi, J. Nigam, M. Ceriotti, K.T. Schütt, J. Westermayr, M. Gastegger, R. Maurer, B. Kalita, K. Burke, R. Nagai, R. Akashi, O. Sugino, J. Hermann, F. Noé, S. Pilati, C. Draxl, M. Kuban, S. Rigamonti, M. Scheidgen, M. Esters, D. Hicks, C. Toher, P. Balachandran, I. Tamblyn, S. Whitelam, C. Bellinger, and L.M. Ghiringhelli
accepted for publication in Electron. Struct. (2022)

2 - A new dataset of 175k stable and metastable materials calculated with the PBEsol and SCAN functionals
J. Schmidt, H.-C. Wang, T.F.T. Cerqueira, S. Botti, and M.A.L. Marques
Sci. Data 9, 64 (2022)

3 - Machine-learning correction to density-functional crystal structure optimization
R. Hussein, J. Schmidt, T. Barros, M.A.L. Marques, and Silvana Botti
accepted for publication in MRS Bull. (2022)