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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 2 (2025)

Runaway Discovery Trajectories: Intervention Thresholds in Self-Reinforcing Materials AI Systems
Claire Martin, Julien Robert & Sophie Bernard
Original Research | Open access | 18 September 2025 | Article: 130
Temporal Governance Gaps: Oversight Latency in Accelerated Materials Discovery Systems
Nguyen Thanh Huy, Pham Quang Minh & Le Thi Bich
Original Research | Open access | 18 September 2025 | Article: 131
Throughput without Accountability: Responsibility Dilution in Autonomous Materials Innovation
Maria Gonzalez, Javier Ruiz & Lucia Torres
Original Research | Open access | 18 September 2025 | Article: 132
Validation Authority Erosion in High-Velocity Computational Materials Innovation
Ahmed El-Kholy, Nour Abdelrahman & Karim Hassan
Original Research | Open access | 18 September 2025 | Article: 133
Accountability Infrastructures in Closed-Loop Computational Materials Engineering
Claire Dupont & Julien Martin
Review | Open access | 18 September 2025 | Article: 134
Decision Authority Frameworks in Autonomous Materials Discovery Systems
Ravi Kumar, Neha Sharma & Arjun Nair
Review | Open access | 18 September 2025 | Article: 135
Governance Architectures for Self-Driving Laboratories in Computational Materials Engineering
Hiroshi Nakamura & Yuta Kato
Review | Open access | 18 September 2025 | Article: 136
Institutional Oversight Models for AI-Directed Materials Innovation
Carlos Vega & Maria Hernandez
Review | Open access | 18 September 2025 | Article: 137
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