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Pore topology fingerprints and big-data mining to accelerate the design of high-performance metal-organic frameworks | Synapse
March 3, 2026
Pore topology fingerprints and big-data mining to accelerate the design of high-performance metal-organic frameworks
YY
Yujuan Yang
Guangzhou University
QH
Qiuhong Huang
SL
Shuhua Li
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Puntos clave
High-performance metal-organic frameworks can be effectively designed using pore topology fingerprints.
Analysis showed that big-data mining identifies topological patterns leading to enhanced performance outcomes.
Utilizing advanced algorithms and big-data techniques boosts the efficiency of design optimization processes.
This approach highlights the potential for innovative materials in various applications, though external validation is needed.
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Cite This Study
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Yang et al. (Sat,) studied this question.
synapsesocial.com/papers/69a7610fc6e9836116a2e9be
https://doi.org/https://doi.org/10.1016/j.ces.2026.123621