Oct 2026
Agentic AI systems for scientific discovery
Bin Feng, Peter Walther, Lei-Li Zhang et al.
· Nature Reviews Methods Prime... · 0 citations
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Preprint
Oct 2026
Predictive Synthesis of MOFs and COFs
Predictive synthesis concerns the prospective modeling of how a targeted structure can be realized. The synthesis of metal-organic frameworks (MOFs) and covalent organic frameworks (COFs) intrinsically involves a multidimensional space of interdependent variables, posing a challenge for bench chemists to parameterize a...
Bin Feng, Reid Coyle, Shyam Chand Pal et al.
· 0 citations
ActMOF: Mapping Reticular Synthesis through Active Learning
Reticular chemistry allows metal-organic frameworks (MOFs) to be designed from their building units, yet their synthesis remains constrained by sparse experimental data, noisy crystallization outcomes, and the absence of benchmarks for comparing active-learning strategies. While data-driven approaches such as Bayesian...
Hong-Rui Sheng, Shu-Tian Liang, Reid Coyle et al.
· 0 citations