Transitions between bulk and interfacial fracture in diamond/ c BN heterostructures

arXiv:2609.23963 · cond-mat.mtrl-sci, cond-mat.mes-hall, physics.comp-ph · Submitted 2026-09-21 · Read on arXiv

cond-mat.mtrl-sci, cond-mat.mes-hall, physics.comp-ph

Submitted: 2026-09-21

Updated: 2026-09-21

Comments: 16 pages, 10 figures

Code: https://github.com/ACEsuit/mace-foundations

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Fine-Tuning — 24× in this paper · explained in 5 episodes
• Accuracy — 8× in this paper · explained in 1 episode
• Foundation Model — 8× in this paper · explained in 3 episodes
• Transferability — 8× in this paper · explained in 4 episodes
• Benchmark — 5× in this paper · explained in 2 episodes
• DFT Calculations — 4× in this paper · explained in 2 episodes
• Anisotropy — 2× in this paper · explained in 3 episodes
• Atomic Simulation Environment — 2× in this paper
• Density Functional Theory (DFT) — 2× in this paper · explained in 2 episodes
• Foundation Models — 2× in this paper · explained in 7 episodes
• Ab Initio — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Catastrophic Forgetting — 1× in this paper · explained in 5 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Metastability — 1× in this paper · explained in 2 episodes
• Nonreciprocity — 1× in this paper · explained in 2 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

• Intrinsic Fracture Nonreciprocity at the Nanoscale
• Fine-tuning MLIP foundation models: strategies for accuracy and transferability
• Averaging Weights Leads to Wider Optima and Better Generalization

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