The data-only illusion in materials discovery

B. Smit and S. Garcia, The data-only illusion in materials discovery, Nature Materials (2026) doi: 10.1038/s41563-026-02578-7

 

Artificial intelligence may have transformed image and language generation, but in materials science, data scarcity and synthesis complexity demand a different approach. Only by coupling artificial intelligence with deep chemical insight can we turn virtual predictions into real materials.