{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,16]],"date-time":"2026-09-16T14:06:56Z","timestamp":1789567616706,"version":"build-2803163510"},"reference-count":202,"publisher":"Wiley","issue":"52","license":[{"start":{"date-parts":[[2026,8,6]],"date-time":"2026-08-06T00:00:00Z","timestamp":1785974400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,8,6]],"date-time":"2026-08-06T00:00:00Z","timestamp":1785974400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/501100004055","name":"King Fahd University of Petroleum and Minerals","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004055","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Small"],"published-print":{"date-parts":[[2026,9]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>\n                    Membrane\u2010based CO\n                    <jats:sub>2<\/jats:sub>\n                    separation has attracted extensive attention owing to its high energy efficiency, low operational cost, modular design, and continuous operation process. Among various membrane technologies, mixed matrix membranes (MMMs), which incorporate porous fillers into polymer matrices, have emerged as a promising strategy to overcome the permeability\u2013selectivity trade\u2010off and stability limitations of conventional polymeric membranes. This review comprehensively summarizes recent advances in advanced porous material\u2010based MMMs for CO\n                    <jats:sub>2<\/jats:sub>\n                    capture, with particular emphasis on porous fillers including metal\u2013organic frameworks, covalent organic frameworks, hydrogen\u2010bonded organic frameworks, porous organic polymers, porous organic cages, and metal\u2013organic cages. Various filler design strategies, such as functionalization, interfacial modification, hollow and core\u2013shell structures, nanosheet architectures, in situ growth, and defect engineering, are systematically discussed for their effectiveness in improving interfacial compatibility and minimizing non\u2010selective defects in MMMs. Furthermore, the separation performances of recently reported advanced porous material\u2010based MMMs for CO\n                    <jats:sub>2<\/jats:sub>\n                    \/CH\n                    <jats:sub>4<\/jats:sub>\n                    , CO\n                    <jats:sub>2<\/jats:sub>\n                    \/N\n                    <jats:sub>2<\/jats:sub>\n                    , and H\n                    <jats:sub>2<\/jats:sub>\n                    \/CO\n                    <jats:sub>2<\/jats:sub>\n                    gas pairs are critically summarized and compared. Finally, the remaining challenges and future opportunities associated with membrane scalability, long\u2010term stability, and industrial implementation are outlined to provide guidance for the development of next\u2010generation MMMs for sustainable CO\n                    <jats:sub>2<\/jats:sub>\n                    capture.\n                  <\/jats:p>","DOI":"10.1002\/smll.75067","type":"journal-article","created":{"date-parts":[[2026,8,6]],"date-time":"2026-08-06T15:17:32Z","timestamp":1786029452000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Advanced Porous Materials in Mixed Matrix Membranes for CO\n                    <sub>2<\/sub>\n                    Capture"],"prefix":"10.1002","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1041-6611","authenticated-orcid":false,"given":"Youdong","family":"Cheng","sequence":"first","affiliation":[{"name":"Department of Chemical Engineering King Fahd University of Petroleum &amp; Minerals  Dhahran Saudi Arabia"},{"name":"Interdisciplinary Research Center for Membranes and Water Security King Fahd University of Petroleum &amp; Minerals  Dhahran Saudi 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