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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 4, Issue 1 (2025)

Algorithmic Steering Without Consent: Control Asymmetries in AI-Directed Materials Exploration
Ahmed Mansour, Omar Saeed & Lina Hassan
Original Research | Open access | 18 March 2025 | Article: 122
Autonomy without Oversight: Governance Vacuums in Self-Driving Computational Materials Engineering Systems
Bruno Martins & Lucas Pereira
Original Research | Open access | 18 March 2025 | Article: 123
Cascading Risk in Autonomous Materials Design: Governance Failure Propagation
Sanjay Kulkarni, Meenal Joshi & Rohan Patil
Original Research | Open access | 18 March 2025 | Article: 124
Delegated Experimentation: Decision Authority Transfer in Closed-Loop Materials Engineering
Natalia Petrova, Elena Stoyanova & Ivan Dimitrov
Original Research | Open access | 18 March 2025 | Article: 125
Failure Visibility and Epistemic Accountability in Self-Driving Materials Engineering
Lucas Andrade & Mariana Lopes
Original Research | Open access | 18 March 2025 | Article: 126
Human–AI Jurisdiction Boundaries in Computational and Data-Driven Materials Engineering
Wei Liu & Zhang Min
Original Research | Open access | 18 March 2025 | Article: 127
Negative Knowledge Suppression in Autonomous Materials Engineering: Archival Governance Failures
Oliver Grant, Daniel Brooks & Amelia Carter
Original Research | Open access | 18 March 2025 | Article: 128
Resource Allocation without Deliberation: Governance Structures in Autonomous Materials Experimentation
Fatima Zahra Amrani & Youssef Benali
Original Research | Open access | 18 March 2025 | Article: 129
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