Search Results for author: Andreas Bittracher

Found 2 papers, 1 papers with code

Dimensionality Reduction of Complex Metastable Systems via Kernel Embeddings of Transition Manifolds

1 code implementation18 Apr 2019 Andreas Bittracher, Stefan Klus, Boumediene Hamzi, Péter Koltai, Christof Schütte

We present a novel kernel-based machine learning algorithm for identifying the low-dimensional geometry of the effective dynamics of high-dimensional multiscale stochastic systems.

Dimensionality Reduction

A kernel-based approach to molecular conformation analysis

no code implementations28 Sep 2018 Stefan Klus, Andreas Bittracher, Ingmar Schuster, Christof Schütte

We present a novel machine learning approach to understanding conformation dynamics of biomolecules.

BIG-bench Machine Learning

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