Institute for Advanced Materials Research Press Institute for Advanced Materials Research Press
Home Journals Search Submit Contact
Login Register
Journal of Artificial Intelligence for Materials Science
Journal of Artificial Intelligence for Materials Science
ISSN: 3149-8957
Submit your manuscript Review for us
Archive Search Contact
Aims and scope Policies Editorial board Indexing
For authors
|
Current issue All issues

Articles

Objective Functions Shape Materials Futures: A Conceptual Study of Optimization Targets in AI-Driven Design
Claire Martin, Sophie Bernard & Julien Robert
Original Research | Open access | 18 January 2025 | Article: 74
From Prediction to Prescription: A Conceptual Transition Model for AI-Enabled Materials Decision Systems
Ahmed Mansour & Omar Saeed
Original Research | Open access | 18 January 2025 | Article: 75
Algorithmic Simplicity as Scientific Virtue: A Conceptual Tension in Materials AI Design
Siti Rahman, Ahmad Zaki, Nurul Huda, Amir Faisal & Lim Wei
Original Research | Open access | 18 January 2025 | Article: 131
The Problem of Unbounded Search Spaces in Conceptual Materials Discovery
Peter Novak & Jana Svoboda
Original Research | Open access | 18 January 2025 | Article: 132
Conceptual Foundations for Scientific Audit Trails in Materials AI Systems
Luis Herrera, Daniela Rojas & Andres Castro
Original Research | Open access | 18 January 2025 | Article: 133
A Theory of Justified Abstention for Uncertain Materials AI Models
Omar Khalid, Sara Nadeem, Bilal Farooq & Hina Saeed
Original Research | Open access | 18 January 2025 | Article: 134
The Problem of Competing Scientific Ontologies in Materials Knowledge Representation
Ivan Petrov, Olga Ivanova & Dmitry Smirnov
Original Research | Open access | 18 January 2025 | Article: 135
Conceptual Approaches to Uncertainty Communication in Materials AI: A Review Study
Thabo Nkosi, Lerato Molefe, Sipho Dlamini, Ayanda Mokoena & Kabelo Ndlovu
Review | Open access | 18 January 2025 | Article: 136
The Literature on Scientific Rigor in AI-Assisted Materials Discovery — Standards and Gaps: A Review Study
Juan Perez, Ana Gutierrez & Carlos Lopez
Review | Open access | 18 January 2025 | Article: 137
Conceptual Models of the AI-Materials Scientist Interface — From Tool to Collaborator: A Review Study
Elena Petrova, Ivan Georgiev, Nikolay Stoyanov & Petar Kolev
Review | Open access | 18 January 2025 | Article: 138
A Theory of Multi-Objective Trade-Offs for Sustainable Materials Optimization with AI
Daniel Fischer, Laura Meier, Thomas Braun, Stefan Koch & Felix Roth
Original Research | Open access | 18 July 2024 | Article: 51
Human-in-the-Loop without the Hype: A Conceptual Taxonomy of Human Roles in Materials AI
Nguyen Thanh Huy, Le Thi Bich & Pham Quang Minh
Original Research | Open access | 18 July 2024 | Article: 52
Scientific Accountability for Materials AI: A Conceptual Standard for Reporting Claims and Limitations
Fatima Zahra Amrani & Youssef Benali
Original Research | Open access | 18 July 2024 | Article: 53
Bias in Materials Datasets without Datasets: A Conceptual Account of How Bias Enters Before Any Modeling
Lucas Pereira, Bruno Martins, Renata Azevedo & Pedro Costa
Original Research | Open access | 18 July 2024 | Article: 54
Generalization in Materials AI: A Theoretical Distinction between New Compositions, New Structures, and New Physics
Hiroshi Nakamura, Yuta Kato & Aiko Morita
Original Research | Open access | 18 July 2024 | Article: 55
Ready to submit?
Start a new submission or continue a submission in progress:
Submission Portal Author Guidelines
Follow this journal
Get notified of new updates and articles.