Jakub Rydzewski

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 4

Top Topics

Laplacian Eigenmaps

Locality Preserving

Manifold Learning

Energy Landscape

Top Venues

Mach. Learn. Sci. Technol.

IEEE ACM Trans. Comput. Biol. Bioinform.

Comput. Phys. Commun.

Publications

Jakub Rydzewski, Ming Chen, Omar Valsson
Manifold learning in atomistic simulations: a conceptual review. Mach. Learn. Sci. Technol. 4 (3) (2023)
Jakub Rydzewski, Ming Chen, Tushar K. Ghosh, Omar Valsson
Reweighted Manifold Learning of Collective Variables from Enhanced Sampling Simulations. CoRR (2022)
Jakub Rydzewski
maze: Heterogeneous ligand unbinding along transient protein tunnels. Comput. Phys. Commun. 247 (2020)
Jakub Rydzewski, Rafal Jakubowski, Giuseppe Nicosia, Wieslaw Nowak
Conformational Sampling of a Biomolecular Rugged Energy Landscape. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (3) (2018)