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D-Index & Metrics

Mathematics

D-Index
34
Citations
4414
World Ranking
2930
National Ranking
192

Overview

Christoph Ortner is affiliated with the University of Warwick in the United Kingdom. Their research primarily spans the field of Materials Science, with a significant focus on Materials Chemistry.

Their work encompasses several subfields, including:

  • Materials Chemistry
  • Atomic and Molecular Physics, and Optics
  • Computational Theory and Mathematics
  • Molecular Biology
  • Statistical and Nonlinear Physics

Ortner's research covers major topics such as:

  • Machine Learning in Materials Science
  • X-ray Diffraction in Crystallography
  • Protein Structure and Dynamics
  • Computational Drug Discovery Methods
  • Advanced Chemical Physics Studies
  • Electron and X-Ray Spectroscopy Techniques
  • Advanced NMR Techniques and Applications

Their recent publications include:

  • "MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields" (2022), published in arXiv (Cornell University)
  • "A foundation model for atomistic materials chemistry" (2023), published in arXiv (Cornell University)
  • "Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon" (2021), published in npj Computational Materials
  • "Incompleteness of Atomic Structure Representations" (2020), published in Physical Review Letters
  • "Atomic cluster expansion: Completeness, efficiency and stability" (2022), published in Journal of Computational Physics

The scientist frequently publishes in venues including:

  • arXiv (Cornell University)
  • Machine Learning Science and Technology
  • Multiscale Modeling and Simulation
  • Zenodo (CERN European Organization for Nuclear Research)
  • npj Computational Materials

Frequent collaborators in their work include:

  • Gábor Cśanyi
  • Yangshuai Wang
  • James R. Kermode
  • Gábor Csányi
  • Huajie Chen

Best Publications

  • Physics-Inspired Structural Representations for Molecules and Materials.

    Felix Musil;Andrea Grisafi;Albert P. Bartók;Christoph Ortner

  • Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon

    Yury Lysogorskiy;Cas van der Oord;Anton Bochkarev;Sarath Menon

  • Incompleteness of Atomic Structure Representations.

    Sergey N Pozdnyakov;Michael J Willatt;Albert P Bartók;Christoph Ortner

  • An Adaptive Finite Element Approximation of a Variational Model of Brittle Fracture

    Siobhan Burke;Christoph Ortner;Endre Süli

  • EXISTENCE OF SOLUTIONS TO A REGULARIZED MODEL OF DYNAMIC FRACTURE

    Christopher J. Larsen;Christoph Ortner;Endre Süli

  • Compact embeddings of broken Sobolev spaces and applications

    Annalisa Buffa;Christoph Ortner

  • Atomic Cluster Expansion: Completeness, Efficiency and Stability

    Markus Bachmayr;Gabor Csanyi;Ralf Drautz;Genevieve Dusson

  • Atomistic-to-continuum coupling

    Mitchell Barry Luskin;Christoph Ortner

  • Regularised atomic body-ordered permutation-invariant polynomials for the construction of interatomic potentials

    Cas van der Oord;Geneviève Dusson;Gábor Csányi;Christoph Ortner

  • Linear Atomic Cluster Expansion Force Fields for Organic Molecules: Beyond RMSE.

    Dávid Péter Kovács;Cas van der Oord;Jiri Kucera;Alice E. A. Allen

  • Analysis of boundary conditions for crystal defect atomistic simulations

    V. Ehrlacher;Christoph Ortner;A. V. Shapeev

  • An adaptive finite element approximation of a generalized Ambrosio-Tortorelli functional

    Siobhan Burke;Christoph Ortner;Endre Süli

  • QUASI-STATIC CRACK PROPAGATION BY GRIFFITH'S CRITERION

    Matteo Negri;Christoph Ortner

  • Discontinuous Galerkin Finite Element Approximation of Nonlinear Second-Order Elliptic and Hyperbolic Systems

    Christoph Ortner;Endre Süli

  • Stability, Instability, and Error of the Force-based Quasicontinuum Approximation

    Matthew Dobson;Mitchell Barry Luskin;Christoph Ortner

  • Robust A Priori and A Posteriori Error Analysis for the Approximation of Allen-Cahn and Ginzburg-Landau Equations Past Topological Changes

    Sören Bartels;Rüdiger Müller;Christoph Ortner

  • ANALYSIS OF A QUASICONTINUUM METHOD IN ONE DIMENSION

    Christoph Ortner;Endre Süli

  • Accuracy of quasicontinuum approximations near instabilities

    Matthew Dobson;Mitchell Barry Luskin;Christoph Ortner

  • A priori and a posteriori analysis of the quasinonlocal quasicontinuum method in 1D

    Christoph Ortner

  • Sharp stability estimates for the force-based quasicontinuum approximation of homogeneous tensile deformation

    Matthew Dobson;Mitchell Barry Luskin;Christoph Ortner

  • Construction and Sharp Consistency Estimates for Atomistic/Continuum Coupling Methods with General Interfaces: A Two-Dimensional Model Problem

    Christoph Ortner;Lei Zhang

  • Justification of the Cauchy–Born Approximation of Elastodynamics

    Christoph Ortner;Florian Theil

  • Linear Atomic Cluster Expansion Force Fields forOrganic Molecules: beyond RMSE

    David Peter Kovacs;Cas van der Oord;Jiri Kucera;Alice Allen

Frequent Co-Authors

Mitchell Luskin
Mitchell Luskin University of Minnesota
Gábor Csányi
Gábor Csányi University of Cambridge
Endre Süli
Endre Süli University of Oxford
Nicholas I. M. Gould
Nicholas I. M. Gould University of Oxford
Michele Ceriotti
Michele Ceriotti École Polytechnique Fédérale de Lausanne
Chris J. Pickard
Chris J. Pickard University of Cambridge
Harold S. Park
Harold S. Park Boston University
Dahua Lin
Dahua Lin Chinese University of Hong Kong
Annalisa Buffa
Annalisa Buffa École Polytechnique Fédérale de Lausanne

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