2 papers
cond-mat.mtrl-sci2025
Artificial Intelligence and Generative Models for Materials Discovery -- A Review
Albertus Denny Handoko, Riko I Made
High throughput experimentation tools, machine learning (ML) methods, and open material databases are radically changing the way new materials are discovered. From the experimental…
cond-mat.mtrl-sci2025
Data-Driven Design-Test-Make-Analyze Paradigm for Inorganic Crystals: Ultrafast Synthesis of Ternary Oxides
Haiwen Dai, Matthew J. McDermott, Andy Paul Chen +19
Data-driven methodologies hold the promise of revolutionizing inorganic materials discovery, but they often face challenges due to discrepancies between theoretical predictions and…