Engineering · Physical Sciences
6h-index286citations10works0.02yr avg
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Research Topics
Concrete and Cement Materials Research(2), Building materials and conservation(2), Machine Learning in Materials Science(2), Gaussian Processes and Bayesian Inference(2), Advanced Chemical Physics Studies(1)
Publications10 total
Posterior sampling strategies based on discretized stochastic differential equations for machine learning applications
Journal of Machine Learning Research·2020· 2 cited
Journal of Computational and Applied Mathematics·2018· 6 citedOpen Access
Materiales de Construcción·2014· 10 citedOpen Access
Lecture notes in computational science and engineering·2014· 4 cited
Physical Review E·2013· 121 cited
Journal of Materials Chemistry·2011· 76 cited
Computational Materials Science·2009· 58 cited
Surface Science·2009· 9 cited
BOSSANOVA: A bond order dissection approach for efficient electronic structure calculations
2008
Frequent Co-authors
Jan Hamaekers(5), Michael Griebel(4), Jorge S. Dolado(2), Zofia Trstanova(2), Benedict Leimkuhler(2), Axel Arnold(1), Florian Fahrenberger(1), Christian Holm(1), Olaf Lenz(1), Matthias Bolten(1), Holger Dachsel(1), René Halver(1), Ivo Kabadshow(1), Franz Gähler(1), Julian Iseringhausen(1), Michael Hofmann(1), Michael Pippig(1), Daniel Potts(1), Godehard Sutmann(1), Juan J. Gaitero(1)