3 papers
cond-mat.mtrl-sci2026
Sustainable Metal-Organic Framework Water Harvesters in the Artificial Intelligence Era
Reid A. Coyle, Shyam Chand Pal, Peter Walther +3
Metal-organic frameworks (MOFs) are excellent candidates for water harvesting due to their tunable pore environments, which can be precisely engineered to capture and release water…
cond-mat.mtrl-sci2026
Predicting Scale-Up of Metal-Organic Framework Syntheses with Large Language Models
Peter Walther, Hongrui Sheng, Xinxin Liu +7
Scalable synthesis remains the gate between MOF discovery and industrial deployment, as scale-up know-how is fragmented across disparate reports. We introduce ScaleMOF, a literatur…
cond-mat.mtrl-sci2025
The Rise of Generative AI for Metal-Organic Framework Design and Synthesis
Chenru Duan, Aditya Nandy, Shyam Chand Pal +17
Advances in generative artificial intelligence are transforming how metal-organic frameworks (MOFs) are designed and discovered. This Perspective introduces the shift from laboriou…