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Volker L. Deringer

Identifiers

  • name variant Volker L. Deringer 0.60 · backfill

Papers (51)

  1. Atomistic Mechanisms of Hard Carbon Formation from Polyvinylidene Chloride cond-mat.mtrl-sci · 2026 · author #4
  2. A Defect-Free Model of Amorphous Silicon with Pristine Electronic Structure cond-mat.mtrl-sci · 2026 · author #5
  3. Synthetic pre-training of graph-network models for predicting solid-state NMR parameters cond-mat.mtrl-sci · 2026 · author #6
  4. Medium-range structural order in amorphous arsenic cond-mat.mtrl-sci · 2025 · author #7
  5. Distillation of atomistic foundation models across architectures and chemical domains physics.comp-ph · 2025 · author #11
  6. Machine-learning-driven modelling of amorphous and polycrystalline BaZrS$_{3}$ cond-mat.mtrl-sci · 2025 · author #5
  7. The Zintl-Klemm Concept in the Amorphous State: A Case Study of Na-P Battery Anodes cond-mat.mtrl-sci · 2025 · author #2
  8. The structure and topology of an amorphous metal-organic framework cond-mat.mtrl-sci · 2025 · author #6
  9. Full-cycle device-scale simulations of memory materials with a tailored atomic-cluster-expansion potential cond-mat.mtrl-sci · 2025 · author #5
  10. An automated framework for exploring and learning potential-energy surfaces physics.comp-ph · 2024 · author #9
  11. Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition cond-mat.mtrl-sci · 2024 · author #4
  12. Random Spin Committee Approach For Smooth Interatomic Potentials physics.chem-ph · 2024 · author #2
  13. The pathway to chirality in elemental tellurium cond-mat.mtrl-sci · 2024 · author #5
  14. Hyperparameter Optimization for Atomic Cluster Expansion Potentials physics.comp-ph · 2024 · author #3
  15. Signatures of paracrystallinity in amorphous silicon cond-mat.mtrl-sci · 2024 · author #3
  16. Accelerated First-Principles Exploration of Structure and Reactivity in Graphene Oxide physics.chem-ph · 2024 · author #6
  17. Homopolar Chemical Bonds Induce In-Plane Anisotropy in Layered Semiconductors cond-mat.mtrl-sci · 2024 · author #8
  18. A foundation model for atomistic materials chemistry physics.chem-ph · 2023 · author #22
  19. High-dimensional order parameters and neural network classifiers applied to amorphous ices cond-mat.dis-nn · 2023 · author #2
  20. Modelling atomic and nanoscale structure in the silicon-oxygen system through active machine learning cond-mat.mtrl-sci · 2023 · author #4
  21. Understanding defects in amorphous silicon with million-atom simulations and machine learning cond-mat.mtrl-sci · 2023 · author #6
  22. Synthetic pre-training for neural-network interatomic potentials physics.comp-ph · 2023 · author #3
  23. Robustness of Local Predictions in Atomistic Machine Learning Models physics.chem-ph · 2023 · author #5
  24. Coarse-grained versus fully atomistic machine learning for zeolitic imidazolate frameworks physics.chem-ph · 2023 · author #5
  25. Geometrically-frustrated interactions drive structural complexity in amorphous calcium carbonate cond-mat.mtrl-sci · 2023 · author #7
  26. Spin glass behavior in amorphous Cr2Ge2Te6 phase-change alloy cond-mat.mtrl-sci · 2023 · author #8
  27. Synthetic data enable experiments in atomistic machine learning physics.chem-ph · 2022 · author #3
  28. How to validate machine-learned interatomic potentials physics.chem-ph · 2022 · author #3
  29. Structure and Bonding in Amorphous Red Phosphorus cond-mat.mtrl-sci · 2022 · author #3
  30. Unlocking device-scale atomistic modelling of phase-change memory materials cond-mat.mtrl-sci · 2022 · author #4
  31. Exploring the configurational space of amorphous graphene with machine-learned atomic energies physics.chem-ph · 2022 · author #3
  32. Designing inorganic semiconductors with cold-rolling processability cond-mat.mtrl-sci · 2022 · author #7
  33. Indirect Learning of Interatomic Potentials for Accelerated Materials Simulations cond-mat.mtrl-sci · 2021 · author #2
  34. Cluster Fragments in Amorphous Phosphorus and their Evolution under Pressure cond-mat.mtrl-sci · 2021 · author #3
  35. Bonding nature and optical contrast of $TiTe_2$/$Sb_2Te_3$ phase-change heterostructure cond-mat.mtrl-sci · 2021 · author #4
  36. Machine learning driven simulated deposition of carbon films: from low-density to diamondlike amorphous carbon cond-mat.mtrl-sci · 2020 · author #4
  37. Understanding the Geometric Diversity of Inorganic and Hybrid Frameworks through Structural Coarse-Graining cond-mat.mtrl-sci · 2020 · author #3
  38. Combining phonon accuracy with high transferability in Gaussian approximation potential models cond-mat.mtrl-sci · 2020 · author #5
  39. Structural transitions in dense disordered silicon from quantum-accurate ultra-large-scale simulations cond-mat.mtrl-sci · 2019 · author #1
  40. Structural and elastic properties of amorphous carbon from simulated quenching at low rates cond-mat.mtrl-sci · 2019 · author #3
  41. De novo exploration and self-guided learning of potential-energy surfaces cond-mat.mtrl-sci · 2019 · author #3
  42. Quantifying Chemical Structure and Atomic Energies in Amorphous Silicon Networks cond-mat.mtrl-sci · 2018 · author #6
  43. Growth Mechanism and Origin of High $sp^3$ Content in Tetrahedral Amorphous Carbon cond-mat.mtrl-sci · 2018 · author #2
  44. Realistic atomistic structure of amorphous silicon from machine-learning-driven molecular dynamics cond-mat.mtrl-sci · 2018 · author #1
  45. Gaussian approximation potential modeling of lithium intercalation in carbon nanostructures cond-mat.mtrl-sci · 2017 · author #2
  46. Incipient Metals: Functional Materials with a Unique Bonding Mechanism cond-mat.mtrl-sci · 2017 · author #2
  47. Data-driven learning of total and local energies in elemental boron cond-mat.mtrl-sci · 2017 · author #1
  48. Mapping the band structure of GeSbTe phase change alloys around the Fermi level cond-mat.mtrl-sci · 2017 · author #10
  49. Machine-learning based interatomic potential for amorphous carbon cond-mat.mtrl-sci · 2016 · author #1
  50. Lattice thermal expansion and anisotropic displacements in {\alpha}-sulfur from diffraction experiments and first-principles theory cond-mat.mtrl-sci · 2016 · author #2
  51. A stable compound of helium and sodium at high pressure cond-mat.mtrl-sci · 2013 · author #10

Mentions

  • 2509.02484 #7 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 2412.15063 #4 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 2305.05536 #5 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 2207.02670 #7 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 2006.09760 #4 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 2005.07046 #5 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 1912.07344 #1 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 1811.11069 #6 · arxiv_oai · confidence 0.70 Volker L. Deringer
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  • 1708.08787 #10 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 1712.03588 #2 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 1611.03277 #1 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 1309.3827 #10 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 1609.07980 #2 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 2606.21196 #4 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 2606.20500 #5 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 2606.11038 #6 · arxiv_oai · confidence 0.70 Volker L. Deringer
  • 1309.3827 #10 · backfill · confidence 0.70 Volker L. Deringer
  • 2401.00096 #22 · arxiv_oai · confidence 0.70 Volker L. Deringer

Frequent Coauthors