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Št. zadetkov: 2
Is alloying a promising path to substitute critical raw materials?
François Rousseau, Alexandre Nominé, Janez Zavašnik, Uroš Cvelbar
Izvirni znanstveni članek
Oznake: kritične surovine;ocena tveganja;oskrba;vzdržnost dobavne verige;zmanšanje odvisnosti od materialov;critical raw materials;risk assessment;supply chain sustainability;material dependency reduction;
A long-standing problem in metallurgy has been the alloying of metals and the search for new alloys that can improve performance and replace expensive metals. This decades-long quest for high-performance alloys has led to increasingly complex compositions. The number of possible alloy compositions t ...
Leto: 2025 Vir: Institut Jožef Stefan (IJS)
Inverse design of high-entropy superalloys using machine learning and generative artificial Intelligence
François Rousseau, Thierry Belmonte, Frédéric Sur, Alexandre Nominé
Izvirni znanstveni članek
Oznake: visokoentropijske superzlitine;odkrivanje materialov;high-entropy superalloys;materials discovery;inverse design;computational materials;
We introduce a structure-agnostic inverse-design workflow that turns heterogeneous literature and database evidence into experiment-prioritized shortlists of high-temperature high-entropy superalloy candidate chemistries. Unlike most data-driven high-entropy alloy (HEA) design studies that optimize ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 2
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