Ralf Drautz

Materials Chemistry · 2006–2022

A researcher in the Science corpus: 8 papers; trusts 5 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

Whom Ralf Drautz trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

  1. J. Behler
  2. Nongnuch Artrith
  3. A. P. Bart'ok
  4. M. Finnis

Who trusts Ralf Drautz overall

  1. Simon L. Batzner
  2. Albert Musaelian
  3. Ilyes Batatia
  4. Ivan S. Novikov
  5. Yuri Mishin
  6. Konstantin Gubaev
  7. Lixin Sun
  8. D. Kov'acs
  9. Mario Geiger
  10. Evgeny V. Podryabinkin

Papers from Ralf Drautz's perspective

Ordered by how strongly the researchers Ralf Drautz trusts endorse each paper. Same corpus, a different order for every researcher.

  1. Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials
  2. Atomic cluster expansion for accurate and transferable interatomic potentials (Physical review B)
  3. Generalized neural-network representation of high-dimensional potential-energy surfaces.
  4. The Elements of Statistical Learning
  5. Machine learning based interatomic potential for amorphous carbon
  6. Modern quantum chemistry : introduction to advanced electronic structure theory
  7. A Chemist's Guide to Density Functional Theory
  8. Accurate Force Field for Molybdenum by Machine Learning Large Materials Data
  9. Comparing molecules and solids across structural and alchemical space.
  10. Quantum Theory of Angular Momentum

Their papers