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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

F. Körmann

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3 papers indexed here

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Open access Aug 2026

Impact of interstitial carbon on local lattice distortions in CoCrFeMnNi high-entropy alloys

Here, we explore component-dependent local lattice distortions in polycrystalline, equiatomic, face-centered cubic CrMnFeCoNi high-entropy alloys and their modifications induced by dilute interstitial carbon. Multi-edge extended X-ray absorption fine structure spectroscopy combined with reverse Monte Carlo analysis rev...

A. Smekhova, Alexei Kuzmin, G. Muralikrishna et al. · 0 citations
Review Open access Aug 2026

Atomistic simulations of high-entropy alloys: from density functional theory to machine-learning interatomic potentials

This review aims to provide a comprehensive perspective on the ongoing transition from conventional DFT-based simulations toward scalable, statistically rigorous, and predictive atomistic modeling frameworks for HEAs and related compositionally complex materials.

Yuji Ikeda, Xiang Xu, Pranav Kumar et al. · 1 citation
Open access Jul 2026

Foundational Machine‐Learning Interatomic Potential for Simulating Chemically Complex Ni‐Based Superalloys

For decades, atomistic simulation of chemically complex Ni‐based superalloys has remained beyond practical reach. Here, we apply the GRACE foundational machine‐learning interatomic potential to predict chemical ordering and stacking‐fault energetics in the γ$\gamma$ and γ′$\gamma &am...

Aditya Vishwakarma, Sarath Menon, Fritz Körmann et al. · 0 citations

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