Yamil J. Colón

University of Notre Dame — United States

Chemistry · Physical Sciences

23h-index5.0kcitations115works2.92yr avg
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Research Topics

Metal-Organic Frameworks: Synthesis and Applications(48), Machine Learning in Materials Science(40), Catalytic Processes in Materials Science(14), Covalent Organic Framework Applications(13), Zeolite Catalysis and Synthesis(7)

Publications115 total

EXAFS-Resolved Node Asymmetry Links Local Distortions to Lattice Structure in High-Entropy MOFs
2026Open Access
Distinct Chiral Nanostructures of Graphene Quantum Dots Govern Divergent Passive and Active Enantioselective Transport across Biological Membranes
2026Open Access
Halogenated Metal–Organic Frameworks for Entangled Photon Pair Generation
Chemistry of Materials·2025
Intelligent screening of porous materials: A review of active-learning approaches in MOF research
Chemical Physics Reviews·2025· 1 citedOpen Access
Effects of Temperature and Methane Adsorption on the Free Energy Profiles of Soft Porous Coordination Polymers
Industrial & Engineering Chemistry Research·2025
Excess entropy scaling explains the enhanced dynamics of the ionic liquid 1-ethyl-3-methylimidazolium chloride in external electric fields
Physical Chemistry Chemical Physics·2025Open Access
Hybrid Atomistic-Parametric Decoherence Model for Molecular Spin Qubits
arXiv (Cornell University)·2025Open Access
Accelerating phase diagram construction through activity coefficient prediction
The Journal of Chemical Physics·2025
Author response for "Excess Entropy Scaling Explains the Enhanced Dynamics of the Ionic Liquid 1-ethyl-3-methylimidazolium Chloride in External Electric Fields"
2025
Multi-method material selection for adsorption using Bayesian approaches
Communications Materials·2025· 3 citedOpen Access
Automated High-Content, High-Throughput Spatial Analysis Pipeline for Drug Screening in 3D Tumor Spheroid Inverted Colloidal Crystal Arrays
ACS Applied Materials & Interfaces·2025· 2 cited
Structure–Property Relationship for the Electrostrictive Properties of Ionic Liquids
The Journal of Physical Chemistry B·2025· 2 cited
Expanding Cluster, Enhancing Adsorption: Investigating the Role of Electrostatic Configurations on Water Vapor Adsorption
Langmuir·2025· 1 cited
Author response for "Open-source generation of sigma profiles: impact of quantum chemistry and solvation treatment on machine learning performance"
2025
Automated High-Content, High-Throughput Spatial Analysis Pipeline for Drug Screening in 3D Tumor Spheroid Inverted Colloidal Crystal Arrays
2025Open Access
Expanding Cluster, Enhancing Adsorption: Investigating the Role of Electrostatic Configurations on Water Vapor Adsorption
2025Open Access
Harmonizing Adsorption and Diffusion in Active Learning Campaigns of Gas Separations in a MOF
The Journal of Physical Chemistry C·2025· 6 cited
Considerations in the use of machine learning force fields for free energy calculations
The Journal of Chemical Physics·2025· 2 cited
A Bioinert Hydrogel Framework for Precision 3D Cell Cultures: Advancing Automated High‐Content and High‐Throughput Drug Screening
Small Science·2025· 3 citedOpen Access
Multi-Method Material Selection for Adsorption using Inducing Points, Active Learning, and Bayesian Optimization Approaches
2025· 1 citedOpen Access
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Frequent Co-authors

Randall Q. Snurr(19), Omar K. Farha(11), Shuhei Furukawa(8), Joseph T. Hupp(6), Daniel W. Siderius(6), Edward J. Maginn(6), Johannes W. M. Osterrieth(5), Nakul Rampal(5), Luka Skorić(5), Bethany Connolly(5), Vitalie Stavila(5), Rob Ameloot(5), Conchi O. Ania(5), Diana C. S. Azevedo(5), Enrique Vilarrasa‐García(5), Xian‐He Bu(5), Hana Bunzen(5), Neil R. Champness(5), Sarah L. Griffin(5), Banglin Chen(5)