Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Debra J. Audus"'
Autor:
Jiale Shi, Dylan Walsh, Weizhong Zou, Nathan J. Rebello, Michael E. Deagen, Katharina A. Fransen, Xian Gao, Bradley D. Olsen, Debra J. Audus
Publikováno v:
ACS Polymers Au, Vol 4, Iss 1, Pp 66-76 (2024)
Externí odkaz:
https://doaj.org/article/4c8a21592178437fa22bda1de0bf94c5
Publikováno v:
Giant, Vol 15, Iss , Pp 100171- (2023)
Flory-Huggins (FH) theory is foundational to understanding macro-phase separation in polymer solutions; however, its predictions often quantitatively disagree with experiment. Recent machine-learning (ML) methods have generated predictive models of p
Externí odkaz:
https://doaj.org/article/7647cce5ea8e4c84911804e67535031f
Autor:
Tyler B. Martin, Debra J. Audus
Publikováno v:
ACS Polymers Au, Vol 3, Iss 3, Pp 239-258 (2023)
Externí odkaz:
https://doaj.org/article/557446423a844c7cad9409417f494a7b
Autor:
Dylan J. Walsh, Weizhong Zou, Ludwig Schneider, Reid Mello, Michael E. Deagen, Joshua Mysona, Tzyy-Shyang Lin, Juan J. de Pablo, Klavs F. Jensen, Debra J. Audus, Bradley D. Olsen
Publikováno v:
ACS Central Science. 9:330-338
Publikováno v:
ACS Macro Letters. 11:1117-1122
The application of machine learning to the materials domain has traditionally struggled with two major challenges: a lack of large, curated data sets and the need to understand the physics behind the machine-learning prediction. The former problem is
Autor:
Debra J. Audus, Kamal Choudhary, Brian L. DeCost, A. Gilad Kusne, Francesca Tavazza, James A. Warren
Publikováno v:
Artificial Intelligence for Science ISBN: 9789811265662
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::663f29bc190da6dc82027fc2a4014e01
https://doi.org/10.1142/9789811265679_0023
https://doi.org/10.1142/9789811265679_0023
Publikováno v:
Macromolecules
The structural characterization of branched polymers still poses experimental challenges despite their technological potential. This lack of clarity is egregious in linear low-density polyethylene (LLDPE), a common industrial plastic. Here, we design
Autor:
Michael E. Deagen, Dylan J. Walsh, Debra J. Audus, Kenneth Kroenlein, Juan J. de Pablo, Kaoru Aou, Kyle Chard, Klavs F. Jensen, Bradley D. Olsen
Publikováno v:
Cell Reports Physical Science. 3:101126
Publikováno v:
Macromolecules; Oct2013, Vol. 46 Issue 20, p8383-8391, 9p