Evaluating CH4/N2 Separation Performances of Hundreds of Thousands of Real and Hypothetical MOFs by Harnessing Molecular Modeling and Machine Learning

HC Gulbalkan, A Uzun, S Keskin - ACS Applied Materials & …, 2023 - ACS Publications
Considering the large abundance and diversity of metal–organic frameworks (MOFs),
evaluating the gas adsorption and separation performance of the entire MOF material space …

Ionic liquids in acetylene separation: Progress and challenges

C Liang, D Chai, Y Zhang, H Zhang, H Li - Separation and Purification …, 2024 - Elsevier
The efficient separation of acetylene (C 2 H 2) is crucial for the production of high-purity
polymerization-grade ethylene and other chemicals, as it is frequently present in crude …

Thiadiazole-Functionalized Th/Zr-UiO-66 for Efficient C2H2/CO2 Separation

X Wang, H Liu, M Sun, H Wang, X Feng… - … Applied Materials & …, 2024 - ACS Publications
Adsorptive separation technology provides an effective approach for separating gases with
similar physicochemical properties, such as the purification of acetylene (C2H2) from carbon …

Machine learning aided computational exploration of metal–organic frameworks with open Cu sites for the effective separation of hydrogen isotopes

Y Chen, Y Ying, Y Situ, W Li, J Ren, T Yan… - Separation and …, 2024 - Elsevier
Efficient separation of hydrogen isotopes is of vital importance to develop nuclear energy
industry, while it remains a significant challenge to separate D 2 from H 2 due to their …

Unveiling Cutting-edge progress in coordination chemistry of the Metal-Organic frameworks (MOFs) and their Composites: Fundamentals, synthesis Strategies …

VC Anadebe, A Thakur, C Verma, BB Mamba… - Journal of Industrial and …, 2025 - Elsevier
Metal-organic frameworks (MOFs) refer to materials consisting of metal ions connected to
organic ligands and resulting in tightly packed, periodically porous structures. The present …

Molecular fingerprint and machine learning enhance high-performance MOFs for mustard gas removal

J Ni, J Li, S Li, H Zheng, Z Ming, L Li, H Li, S Zhang… - iScience, 2024 - cell.com
Chemical warfare agents (CWAs), epitomized by the notoriously used mustard gas (HD),
represent a class of exceptionally toxic chemicals whose airborne removal is paramount for …

Optimizing host–guest selectivity through side-chain modification of pillar [6] arenes for o-ethyltoluene/m-ethyltoluene separation

Y Liu, S Fang, L Shao, J Wang, M Li, II Stoikov… - Microporous and …, 2024 - Elsevier
Separation of o-ethyltoluene (OET) and m-ethyltoluene (MET) poses a significant challenge
in industrial applications due to their closely matched boiling points and similar chemical …

Topological Data Analysis Combined with High-Throughput Computational Screening of Hydrophobic Metal–Organic Frameworks: Application to the Adsorptive …

Y Yang, S Guo, S Li, Y Wu, Z Qiao - Nanomaterials, 2024 - mdpi.com
The shape and topology of pores have significant impacts on the gas storage properties of
nanoporous materials. Metal–organic frameworks (MOFs) are ideal materials with which to …

[HTML][HTML] Combining computational screening and machine learning to explore MOFs and COFs for methane purification

HC Gulbalkan, A Uzun, S Keskin - Applied Physics Letters, 2024 - pubs.aip.org
Metal-organic frameworks (MOFs) and covalent organic frameworks (COFs) have great
potential to be used as porous adsorbents and membranes to achieve high-performance …