Publications by Berend Smit | EPFL Graph Search

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Berend Smit

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Inverse design of metal-organic frameworks for direct air capture of CO2via deep reinforcement learning

Deep learning-based recommendation system for metal-organic frameworks (MOFs)

Biomass to energy: a machine learning model for optimum gasification pathways

A multi-modal pre-training transformer for universal transfer learning in metal-organic frameworks

In Search of Covalent Organic Framework Photocatalysts: A DFT-Based Screening Approach

A Robust Framework for Generating Adsorption Isotherms to Screen Materials for Carbon Capture

Tandem Hydroformylation-Aldol Condensation Reaction Enabled by Zn-MOF-74

Predicting Ion Diffusion from the Shape of Potential Energy Landscapes

How to Decarbonize Our Energy Systems: Process-Informed Design of New Materials for Carbon Capture

Toward Superior Hydroisomerization Catalysts through Thermodynamic Optimization