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Journal of Computational and Data-Driven Materials Engineering
ISSN: 3149-9368
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Vol 4, Issue 2 (2025)

Out-of-Distribution Generalization in Materials AI: A Systematic Review of Domain Shift, Robustness, and What Remains Unsolved
Nikolai Ivanov, Sergey Volkov & Elena Morozova
Review | Open access | 18 July 2025 | Article: 56
Revisiting Graph Attention Mechanisms for Crystal Property Prediction: Beyond Mean Aggregation
Jose Martinez & Carmen Lopez
Original Research | Open access | 18 July 2025 | Article: 57
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