output
20182022
most citedSimple machine-learned interatomic potentials for complex alloys

71 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

4 papers

cs.RO2022★ 16 cited

The Magni Human Motion Dataset: Accurate, Complex, Multi-Modal, Natural, Semantically-Rich and Contextualized

Tim Schreiter, Tiago Rodrigues de Almeida, Yufei Zhu +9

Rapid development of social robots stimulates active research in human motion modeling, interpretation and prediction, proactive collision avoidance, human-robot interaction and co…

cond-mat.mtrl-sci2022★ 71 cited

Simple machine-learned interatomic potentials for complex alloys

Jesper Byggmästar, Kai Nordlund, Flyura Djurabekova

Developing data-driven machine-learning interatomic potentials for materials containing many elements becomes increasingly challenging due to the vast configuration space that must…

physics.ao-ph2021★ 46 cited

Spectral analysis of climate dynamics with operator-theoretic approaches

Gary Froyland, Dimitrios Giannakis, Benjamin Lintner +2

The Earth's climate system is a classical example of a multiscale, multiphysics dynamical system with an extremely large number of active degrees of freedom, exhibiting variability…

math.DS2018★ 57 cited

Reproducing kernel Hilbert space compactification of unitary evolution groups

Dimitrios Giannakis, Suddhasattwa Das, Joanna Slawinska

A framework for coherent pattern extraction and prediction of observables of measure-preserving, ergodic dynamical systems with both atomic and continuous spectral components is de…