pith. sign in

Atsuto Seko

Identifiers

No identifiers captured yet.

Papers (18)

  1. Group-theoretical high-order rotational invariants for structural representations: Application to linearized machine learning interatomic potential physics.comp-ph · 2019 · author #1
  2. Compositional descriptor-based recommender system accelerating the materials discovery cond-mat.mtrl-sci · 2017 · author #1
  3. Linearized machine-learning interatomic potentials for non-magnetic elemental metals: Limitation of pairwise descriptors and trend of predictive power cond-mat.mtrl-sci · 2017 · author #2
  4. Exploring a potential energy surface by machine learning for characterizing atomic transport physics.chem-ph · 2017 · author #5
  5. Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds cond-mat.mtrl-sci · 2017 · author #1
  6. Descriptors for Machine Learning of Materials Data cond-mat.mtrl-sci · 2017 · author #1
  7. Conceptual and practical bases for the high accuracy of machine learning interatomic potential cond-mat.mtrl-sci · 2017 · author #2
  8. Representation of compounds for machine-learning prediction of physical properties cond-mat.mtrl-sci · 2016 · author #1
  9. Mode-decomposition based on crystallographic symmetry in the band-unfolding method cond-mat.mtrl-sci · 2016 · author #3
  10. A machine learning-based selective sampling procedure for identifying the low energy region in a potential energy surface: a case study on proton conduction in oxides cond-mat.mtrl-sci · 2015 · author #3
  11. Discovery of low thermal conductivity compounds with first-principles anharmonic lattice dynamics calculations and Bayesian optimization cond-mat.mtrl-sci · 2015 · author #1
  12. First-principles interatomic potentials for ten elemental metals via compressed sensing cond-mat.mtrl-sci · 2015 · author #1
  13. Phonon softening in paramagnetic bcc Fe and relationship with pressure-induced phase transition cond-mat.mtrl-sci · 2014 · author #2
  14. Special quasirandom structure in heterovalent ionic systems cond-mat.mtrl-sci · 2014 · author #1
  15. Efficient determination of alloy ground-state structures cond-mat.mtrl-sci · 2014 · author #1
  16. A sparse representation for potential energy surface cond-mat.mtrl-sci · 2014 · author #1
  17. Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single and binary component solids cond-mat.mtrl-sci · 2013 · author #1
  18. Cluster expansion of multicomponent ionic systems with controlled accuracy: Importance of long-range interactions in heterovalent ionic systems cond-mat.mtrl-sci · 2013 · author #1

Mentions

No mention provenance yet.

Frequent Coauthors