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Author

Seda Keskin

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Open access Sep 2026

The Materials Database Plateau: What Comes After Millions of Materials?

Over the past two decades, advances in high-throughput computations, automated workflows, and artificial intelligence have transformed materials discovery for metal organic frameworks (MOFs). Expanding databases have enabled the screening of millions of structures and identified promising candidates for diverse appli...

Seda Keskin · 0 citations
Open access Sep 2026

Modeling of CO2/CH4 Mixture Adsorption in Flexible Mg-MOF-74 via Machine-Learned Potentials

Metal–organic frameworks (MOFs), particularly Mg-MOF-74 with open metal sites, offer a promising platform for the selective adsorption of CO2 over CH4. However, accurately modeling multicomponent gas adsorption in flexible frameworks remains challenging. In this work, we developed a fragment-based machine-learned pot...

Omer Tayfuroglu, Seda Keskin · 0 citations

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