Publications of Katja Hansen

Hansen, K., F. Biegler, R. Ramakrishnan, W. Pronobis, O.A.v. Lilienfeld, K.-R. Müller and A. Tkatchenko: Machine Learning Predictions of Molecular Properties: Accurate Many-Body Potentials and Nonlocality in Chemical Space. The Journal of Physical Chemistry Letters 6 (11), 2326–2331 (2015).

Hansen, K., G. Montavon, F. Biegler, S. Fazli, M. Rupp, M. Scheffler, O.A. von Lilienfeld, A. Tkatchenko and Müller Klaus-Robert: Assessment and Validation of Machine Learning Methods for Predicting Molecular Atomization Energies. Journal of Chemical Theory and Computation 9 (8), 3404–3419 (2013).

Montavon, G., M. Rupp, V. Gobre, A. Vazquez-Mayagoitia, K. Hansen, A. Tkatchenko, K.-R. Müller and O.A. von Lilienfeld: Machine Learning of Molecular Electronic Properties in Chemical Compound Space. New Journal of Physics 15 (9), 095003 (2013).

Snyder, J.C., M. Rupp, K. Hansen, L. Blooston, K.-R. Müller and K. Burke: Orbital-free bond breaking via machine learning. The Journal of Chemical Physics 139 (22), 224104 (2013).

Pozun, Z.D., K. Hansen, D. Sheppard, M. Rupp, K.-R. Müller and G. Henkelman: Optimizing transition states via kernel-based machine learning. The Journal of Chemical Physics 136 (17), 174101 (2012).

Skolidis, G., K. Hansen, G. Sanguinetti and M. Rupp: Multi-task learning for pK_a prediction. Journal of Computer-Aided Molecular Design 26 (7), 883–895 (2012).