Augmentation of Universal Potentials for Broad Applications

Ähnliche Einträge

• Active Δ-learning with universal potentials for global structure optimization
  von: Pitfield, Joe, et al.
  Veröffentlicht: (2025)
• Cascading symmetry constraint during machine learning-enabled structural search for sulfur induced Cu(111)-$(\sqrt{43}\times\sqrt{43})$ surface reconstruction
  von: Brix, Florian, et al.
  Veröffentlicht: (2025)
• $Δ$-model correction of Foundation Model based on the models own understanding
  von: Christiansen, Mads-Peter Verner, et al.
  Veröffentlicht: (2025)
• Accelerating structure search using atomistic graph-based classifiers
  von: Slavensky, Andreas Møller, et al.
  Veröffentlicht: (2024)
• Gradient-based grand canonical optimization enabled by graph neural networks with fractional atomic existence
  von: Christiansen, Mads-Peter Verner, et al.
  Veröffentlicht: (2025)