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Journal of Computational and Data-Driven Materials Engineering
Journal of Computational and Data-Driven Materials Engineering
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Vol 3, Issue 1 (2024)

Algorithmic Consensus vs Scientific Consensus in Materials Prediction
Sanjay Kulkarni, Meenal Joshi & Rohan Patil
Original Research | Open access | 18 March 2024 | Article: 108
Closed-World Training in an Open Materials Universe
Natalia Petrova, Elena Stoyanova & Ivan Dimitrov
Original Research | Open access | 18 March 2024 | Article: 109
Data Lineage and Scientific Traceability in Computational Materials Pipelines
Lucas Andrade & Mariana Lopes
Original Research | Open access | 18 March 2024 | Article: 110
Discovery Recommendation Systems: Reframing Materials Selection Algorithms
Wei Liu & Zhang Min
Original Research | Open access | 18 March 2024 | Article: 111
Experimental Validation Bottlenecks in AI-Guided Materials Design
Oliver Grant, Daniel Brooks & Amelia Carter
Original Research | Open access | 18 March 2024 | Article: 112
Knowledge Graphs vs Property Predictors: Competing Infrastructures of Materials Intelligence
Fatima Zahra Amrani & Youssef Benali
Original Research | Open access | 18 March 2024 | Article: 113
Latent Anisotropy: Directional Bias in Materials Embedding Spaces
Daniel Brooks, Ethan Moore & Amelia Carter
Original Research | Open access | 18 March 2024 | Article: 114
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