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26 lip 2019 · Metal-organic frameworks (MOFs) are a class of porous materials with unprecedented chemical and structural tunability. Their synthetic versatility, long-range order, and rich host–guest...
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A study in “Materials Today Energy” showcases the synergistic application of machine learning (ML) with high-throughput computational screening (HTCS) in the innovative design of Metal-Organic Frameworks (MOFs) for enhanced hydrogen storage and purification [68]. By leveraging ML to analyze extensive simulation data, the research identifies ...
6 paź 2021 · Metal–organic framework (MOF)-based materials with high porosity, tunable compositions, diverse structures, and versatile functionalities provide great scope for next-generation rechargeable battery applications.
1 maj 2021 · Then, recent advances in design strategies of precursor MOF customization and derivation tailoring for achieving better structural features (surface area, porosity, and micromorphology) in MOF derived porous materials are illustrated.
21 wrz 2023 · Here we present the Latent Variable Gaussian Process Multi-Objective Batch Bayesian Optimization (LVGP-MOBBO) framework to perform rapid design of superior MOFs directly from the building...
1 lip 2019 · Metal–organic frameworks (MOFs), constructed by organic linkers and metal nodes, are a new class of crystalline porous materials with significant application potentials.
27 gru 2022 · By drawing from fundamental chemistry principles, we can more deeply understand and design MOF materials. We hope that by outlining these underlying concepts, we can aid MOF researchers─both new and experienced─in their investigations into MOF crystallization as they engineer highly robust MOFs.
