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Št. zadetkov: 4
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)
High entropy alloys database generated with large language model
Vladimir Chizhevskiy, Uroš Cvelbar, Janez Zavašnik, Alexandre Nominé
Izvirni znanstveni članek
Oznake: visokokonfuzijske zlitine;obdelava naravnega jezika;informatika materialov;high-entropy alloys;natural language processing;materials informatics;
High entropy alloys (HEAs) represent a promising area in materials science, but systematic analysis of the extensive literature remains a challenge. In this study, we used Natural Language Processing (NLP) techniques to analyze 4,625 scientific articles from a restricted corpus representing publishe ...
Leto: 2026 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)
ǂThe ǂrole of scientific empathy and learning preferences in shaping innovative and sustainable learning in European higher education
Andreja Abina, Aleksander Zidanšek, Alenka Temeljotov Salaj, Alexandre Nominé, Uroš Puc
Izvirni znanstveni članek
Oznake: empatija v znanosti;učno okolje;learning preference;scientific empathy;sustainability innovation;
Understanding learning preferences and empathetic needs remains a key challenge in developing aligned learning strategies in higher education, particularly within science, technology, engineering, arts, and mathematics. The study explores how learning content can address diverse cognitive, metacogni ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 4
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