Accelerated multi-objective alloy discovery through efficient bayesian methods: Application to the FCC high entropy alloy space Article Swipe

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Trevor Hastings , Mrinalini Mulukutla , Danial Khatamsaz , Daniel Salas , Wenle Xu , Daniel Lewis , Nicole Person , Matthew Skokan , Braden Miller , James D. Paramore , Brady G. Butler , Douglas Allaire , Vahid Attari , İbrahim Karaman , George M. Pharr , Ankit Srivastava , Raymundo Arróyave ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1016/j.actamat.2025.121173

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Alloy

Materials Science

Metallurgy

Artificial Intelligence

Computer Science

Physics

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Alloy Materials science High entropy alloys Bayesian optimization Entropy (arrow of time) Bayesian probability Metallurgy Thermodynamics Artificial intelligence Computer science Physics

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Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.actamat.2025.121173
OA Status: hybrid
Cited By: 3
References: 77
Related Works: 10
OpenAlex ID: https://openalex.org/W4412442194

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DOI: https://doi.org/10.1016/j.actamat.2025.121173

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Title: Accelerated multi-objective alloy discovery through efficient bayesian methods: Application to the FCC high entropy alloy space

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Language: en

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Publication year: 2025

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Publication date: 2025-07-15

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Authors: Trevor Hastings, Mrinalini Mulukutla, Danial Khatamsaz, Daniel Salas, Wenle Xu, Daniel Lewis, Nicole Person, Matthew Skokan, Braden Miller, James D. Paramore, Brady G. Butler, Douglas Allaire, Vahid Attari, İbrahim Karaman, George M. Pharr, Ankit Srivastava, Raymundo Arróyave

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Landing page: https://doi.org/10.1016/j.actamat.2025.121173

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OA URL: https://doi.org/10.1016/j.actamat.2025.121173

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Concepts: Alloy, Materials science, High entropy alloys, Bayesian optimization, Entropy (arrow of time), Bayesian probability, Metallurgy, Thermodynamics, Artificial intelligence, Computer science, Physics

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Cited by: 3

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Citations by year (recent): 2025: 3

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