Designing exceptional gas-separation polymer membranes using machine learning
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Designing exceptional gas-separation polymer membranes using machine learning
Authors
Keywords
-
Journal
Science Advances
Volume 6, Issue 20, Pages eaaz4301
Publisher
American Association for the Advancement of Science (AAAS)
Online
2020-05-16
DOI
10.1126/sciadv.aaz4301
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Neural networks for the prediction of polymer permeability to gases
- (2017) Hanaa Hasnaoui et al. JOURNAL OF MEMBRANE SCIENCE
- Polymer-Grafted Nanoparticle Membranes with Controllable Free Volume
- (2017) Connor R. Bilchak et al. MACROMOLECULES
- Materials for next-generation molecularly selective synthetic membranes
- (2017) William J. Koros et al. NATURE MATERIALS
- Maximizing the right stuff: The trade-off between membrane permeability and selectivity
- (2017) Ho Bum Park et al. SCIENCE
- Polymer Informatics: Opportunities and Challenges
- (2017) Debra J. Audus et al. ACS Macro Letters
- Comparison of transport properties of rubbery and glassy polymers and the relevance to the upper bound relationship
- (2015) Lloyd M. Robeson et al. JOURNAL OF MEMBRANE SCIENCE
- Molecular fingerprint similarity search in virtual screening
- (2015) Adrià Cereto-Massagué et al. METHODS
- Water vapor permeability and competitive sorption in thermally rearranged (TR) membranes
- (2014) Colin A. Scholes et al. JOURNAL OF MEMBRANE SCIENCE
- Influence of polyimide precursor synthesis route and ortho-position functional group on thermally rearranged (TR) polymer properties: Pure gas permeability and selectivity
- (2014) David F. Sanders et al. JOURNAL OF MEMBRANE SCIENCE
- Gas Separation Membrane Materials: A Perspective
- (2014) Richard W. Baker et al. MACROMOLECULES
- Energy-efficient polymeric gas separation membranes for a sustainable future: A review
- (2013) David F. Sanders et al. POLYMER
- Polymeric Gas Separation Membranes
- (2012) Yuri Yampolskii MACROMOLECULES
- SPEEK/Matrimid blend membranes for CO2 separation
- (2011) Asim Laeeq Khan et al. JOURNAL OF MEMBRANE SCIENCE
- NWChem: A comprehensive and scalable open-source solution for large scale molecular simulations
- (2010) M. Valiev et al. COMPUTER PHYSICS COMMUNICATIONS
- Battery materials for ultrafast charging and discharging
- (2009) Byoungwoo Kang et al. NATURE
- The upper bound revisited
- (2008) Lloyd M. Robeson JOURNAL OF MEMBRANE SCIENCE
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started