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Journal of Artificial Intelligence for Materials Science
ISSN: 3149-8957
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Vol 3, Issue 2 (2024)

Conceptual Treatments of Causality in Materials Informatics — From Correlation to Intervention: A Review Study
Anna Kowalska, Piotr Nowak, Tomasz Zielinski & Katarzyna Mazur
Review | Open access | 18 July 2024 | Article: 126
The Literature on Scientific Explanation in AI-Driven Materials Science — Concepts and Criteria: A Review Study
George Papadopoulos & Eleni Georgiou
Review | Open access | 18 July 2024 | Article: 127
Conceptual Models of Trust in Materials AI — Frameworks, Dimensions, and Open Questions
Victor Santos, Rafael Costa & Bruno Teixeira
Review | Open access | 18 July 2024 | Article: 128
The Problem of Scientific Friction: When AI Smooths Away Important Conceptual Difficulties
Emily Johnson, Robert Smith, Laura Brown & Kevin Miller
Original Research | Open access | 18 July 2024 | Article: 129
A Conceptual Framework for Detecting Scientific Illusions in Generative Materials Outputs
Alejandro Torres & Miguel Fernandez
Original Research | Open access | 18 July 2024 | Article: 130
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