1 code implementation • 28 Oct 2021 • Moritz Hoffmann, Martin Scherer, Tim Hempel, Andreas Mardt, Brian de Silva, Brooke E. Husic, Stefan Klus, Hao Wu, Nathan Kutz, Steven L. Brunton, Frank Noé
Generation and analysis of time-series data is relevant to many quantitative fields ranging from economics to fluid mechanics.
1 code implementation • 7 Oct 2019 • Moritz Hoffmann, Frank Noé
Generating point clouds, e. g., molecular structures, in arbitrary rotations, translations, and enumerations remains a challenging task.
1 code implementation • 4 Dec 2018 • Moritz Hoffmann, Andrea Lattuada, Frank McSherry, Vasiliki Kalavri, John Liagouris, Timothy Roscoe
We design and implement Megaphone, a data migration mechanism for stateful distributed dataflow engines with latency objectives.
Distributed, Parallel, and Cluster Computing
no code implementations • 28 Nov 2018 • Martin K. Scherer, Brooke E. Husic, Moritz Hoffmann, Fabian Paul, Hao Wu, Frank Noé
The modeling of atomistic biomolecular simulations using kinetic models such as Markov state models (MSMs) has had many notable algorithmic advances in recent years.