Pore topology fingerprints and big-data mining to accelerate the design of high-performance metal-organic frameworks

Key Points

• 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.