Imputation of missing gas permeability data for polymer membranes using machine learning

Tröger's Base (TB)-containing polyimide membranes derived from bio-based dianhydrides for gas separations

(2020) Xiaofan Hu et al.   JOURNAL OF MEMBRANE SCIENCE

Synthesis and gas separation properties of OH-functionalized Tröger's base-based PIMs derived from 1,1′-binaphthalene-2,2′-OH

(2020) Shao-Lu Li et al.   POLYMER

Designing exceptional gas-separation polymer membranes using machine learning

(2020) J. Wesley Barnett et al.   Science Advances

Aromatic polyimides containing pyridine and spirocyclic units: Preparation, thermal and gas separation properties

(2019) Shuli Wang et al.   POLYMER

Hydrogen‐Bonded Polyimide/Metal‐Organic Framework Hybrid Membranes for Ultrafast Separations of Multiple Gas Pairs

(2019) Canghai Ma et al.   ADVANCED FUNCTIONAL MATERIALS

Active-learning and materials design: the example of high glass transition temperature polymers

(2019) Chiho Kim et al.   MRS Communications

Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm

(2019) Stephen Wu et al.   npj Computational Materials

Microporous polyimides containing bulky tetra-o-isopropyl and naphthalene groups for gas separation membranes

(2019) Tianyun Li et al.   JOURNAL OF MEMBRANE SCIENCE

Zn(II)-modified imidazole containing polyimide/ZIF-8 mixed matrix membranes for gas separations

(2019) Yanfang Fan et al.   JOURNAL OF MEMBRANE SCIENCE

Adamantane-grafted polymer of intrinsic microporosity with finely tuned interchain spacing for improved CO2 separation performance

(2019) Zhenggong Wang et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Carbon capture and storage (CCS): the way forward

(2018) Mai Bui et al.   Energy & Environmental Science

Recent progress and challenges in membrane-based O2/N2 separation

(2018) Nurul F. Himma et al.   REVIEWS IN CHEMICAL ENGINEERING

Neural networks for the prediction of polymer permeability to gases

(2017) Hanaa Hasnaoui et al.   JOURNAL OF MEMBRANE SCIENCE

Polymeric membrane materials selection for high-pressure CO2 removal from natural gas

(2017) J. K. Adewole et al.   JOURNAL OF POLYMER RESEARCH

50th Anniversary Perspective: Polymers and Mixed Matrix Membranes for Gas and Vapor Separation: A Review and Prospective Opportunities

(2017) Michele Galizia et al.   MACROMOLECULES

From Organized High-Throughput Data to Phenomenological Theory using Machine Learning: The Example of Dielectric Breakdown

(2016) Chiho Kim et al.   CHEMISTRY OF MATERIALS

Advances in high permeability polymer-based membrane materials for CO2 separations

(2016) Shaofei Wang et al.   Energy & Environmental Science

Fine-Tuned Intrinsically Ultramicroporous Polymers Redefine the Permeability/Selectivity Upper Bounds of Membrane-Based Air and Hydrogen Separations

(2015) Raja Swaidan et al.   ACS Macro Letters

Ultra-Microporous Triptycene-based Polyimide Membranes for High-Performance Gas Separation

(2014) Bader S. Ghanem et al.   ADVANCED MATERIALS

Influence of Diffusivity and Sorption on Helium and Hydrogen Separations in Hydrocarbon, Silicon, and Fluorocarbon-Based Polymers

(2014) Zachary P. Smith et al.   MACROMOLECULES

Gas Separation Membrane Materials: A Perspective

(2014) Richard W. Baker et al.   MACROMOLECULES

Correlation of Gas Permeability and Diffusivity with Selectivity: Orientations of the Clouds of the Data Points and the Effects of Temperature

(2013) Alexandre Alentiev et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Air Separation by Polymer-based Membrane Technology

(2013) R. Surya Murali et al.   SEPARATION AND PURIFICATION REVIEWS

High CO2/N2/O2/CO separation in a chemically robust porous coordination polymer with low binding energy

(2013) Jingui Duan et al.   Chemical Science

Polymeric Gas Separation Membranes

(2012) Yuri Yampolskii   MACROMOLECULES

Carbon Dioxide Capture: Prospects for New Materials

(2010) Deanna M. D'Alessandro et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Highly permeable polymers for gas separation membranes

(2010) Peter M. Budd et al.   Polymer Chemistry

Membrane Gas Separation: A Review/State of the Art

(2009) P. Bernardo et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

The upper bound revisited

(2008) Lloyd M. Robeson   JOURNAL OF MEMBRANE SCIENCE

Polymers of Intrinsic Microporosity Containing Trifluoromethyl and Phenylsulfone Groups as Materials for Membrane Gas Separation†

(2008) Naiying Du et al.   MACROMOLECULES