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D

Debra J. Audus

national institute of standards & technology (nist) - usa

20H-index
75Paper Count
1.8KCitation Count
Published Papers 18
Publication Date
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MacroSimGNN: Efficient and Accurate Prediction of Macromolecule Pairwise Similarity via A Graph Neural Network
errMacromolecules
IF5.2
err2026-02-01
err0
PREAI
errShi, Jiale; Wang, Runzhong; Rebello, Nathan J.; Lu, Jiarui; Olsen, Bradley D.; Audus, Debra J.
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Predicting Properties from Near-Infrared Spectra with Machine Learning for Improved Polyolefin Differentiation
errACS Polymers Au
IF6.9
err2026-01-29
err0
errOAAI
errShuaijun Li; Robert J. S. Ivancic; Bradley P. Sutliff; Derek Huang; Enrique Blázquez-Blázquez; Tyler B. Martin; Kalman B. Migler; Debra J. Audus; Sara V. Orski
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The Block Copolymer Phase Behavior Database
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-08-10
err1
errOAAI
errRebello, Nathan J.; Arora, Akash; Mochigase, Hidenobu; Lin, Tzyy-Shyang; Shi, Jiale; Audus, Debra J.; Muckley, Eric S.; Osmani, Ardiana; Olsen, Bradley D.
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Predicting compatibilized polymer blend toughness
errSCIENCE ADVANCES
IF12.5
err2024-06-21
err1
errOAAI
errIvancic, Robert J. S.; Audus, Debra J.
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errSave
Correlating Near-Infrared Spectra to Bulk Properties in Polyolefins
errMACROMOLECULES
IF5.2
err2024-02-28
err4
PREAI
errSutliff, Bradley P.; Goyal, Shailja; Martin, Tyler B.; Beaucage, Peter A.; Audus, Debra J.; Orski, Sara V.
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Calculating Pairwise Similarity of Polymer Ensembles via Earth Mover's Distance
errACS POLYMERS AU
IF6.9
err2024-01-10
err1
errOAAI
errShi, Jiale; Walsh, Dylan; Zou, Weizhong; Rebello, Nathan J.; Deagen, Michael E.; Fransen, Katharina A.; Gao, Xian; Olsen, Bradley D.; Audus, Debra J.
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Sorting polyolefins with near-infrared spectroscopy: identification of optimal data analysis pipelines and machine learning classifiers
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err0
errOAAI
errSutliff, Bradley P.; Beaucage, Peter A.; Audus, Debra J.; Orski, Sara V.; Martin, Tyler B.
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errSave
Quantifying Pairwise Similarity for Complex Polymers
errMACROMOLECULES
IF5.2
err2023-09-06
err6
PREAI
errShi, Jiale; Rebello, Nathan J.; Walsh, Dylan; Zou, Weizhong; Deagen, Michael E.; Leao, Bruno Salomao; Audus, Debra J.; Olsen, Bradley D.
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errSave
Integrating theory with machine learning for predicting polymer solution phase behavior
errGIANT
IF4.9
err2023-08-01
err5
errOAAI
errEthier, Jeffrey G.; Audus, Debra J.; Ryan, Devin C.; Vaia, Richard A.
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errSave
Community Resource for Innovation in Polymer Technology (CRIPT): A Scalable Polymer Material Data Structure
errACS CENTRAL SCIENCE
IF10.4
err2023-02-20
err30
errOAAI
errWalsh, Dylan J.; Zou, Weizhong; Schneider, Ludwig; Mello, Reid; Deagen, Michael E.; Mysona, Joshua; Lin, Tzyy-Shyang; de Pablo, Juan J.; Jensen, Klavs F.; Audus, Debra J.; Olsen, Bradley D.
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errSave
Emerging Trends in Machine Learning: A Polymer Perspective
errACS POLYMERS AU
IF6.9
err2023-01-18
err58
errOAAI
errMartin, Tyler B.; Audus, Debra J.
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errSave
Networks and interfaces as catalysts for polymer materials innovation
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2022-11-01
err4
PREAI
errDeagen, Michael E.; Walsh, Dylan J.; Audus, Debra J.; Kroenlein, Kenneth; Pablo, Juan J. de; Aou, Kaoru; Chard, Kyle; Jensen, Klavs F.; Olsen, Bradley D.
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errSave
Structure-Dilute Solution Property Relationships of Comblike Macromolecules in a Good Solvent
errMACROMOLECULES
IF5.2
err2022-01-19
err8
errOAAI
errIvancic, Robert J. S.; Orski, Sara, V; Audus, Debra J.
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errSave
Rheology of crystallizing polymers: The role of spherulitic superstructures, gap height, and nucleation densities
errJOURNAL OF RHEOLOGY
IF3.2
err2019-11-11
err8
errOAAI
errRoy, Debjani; Audus, Debra J.; Migler, Kalman B.
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Coupling of isotropic and directional interactions and its effect on phase separation and self-assembly
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2016-02-16
err30
errOAAI
errAudus, Debra J.; Starr, Francis W.; Douglas, Jack F.
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A Facile Synthesis of Dynamic, Shape-Changing Polymer Particles
errANGEWANDTE CHEMIE-INTERNATIONAL EDITION
IF16.9
err2014-04-02
err228
errOAAI
errKlinger, Daniel; Wang, Cynthia X.; Connal, Luke A.; Audus, Debra J.; Jang, Se Gyu; Kraemer, Stephan; Killops, Kato L.; Fredrickson, Glenn H.; Kramer, Edward J.; Hawker, Craig J.
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Comparison of Pseudospectral Algorithms for Field-Theoretic Simulations of Polymers
errMACROMOLECULES
IF5.2
err2013-10-10
err32
PREAI
errAudus, Debra J.; Delaney, Kris T.; Ceniceros, Hector D.; Fredrickson, Glenn H.
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Striped, Ellipsoidal Particles by Controlled Assembly of Diblock Copolymers
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2013-04-17
err240
PREAI
errJang, Se Gyu; Audus, Debra J.; Klinger, Daniel; Krogstad, Daniel V.; Kim, Bumjoon J.; Cameron, Alexandre; Kim, Sang-Woo; Delaney, Kris T.; Hur, Su-Mi; Killops, Kato L.; Fredrickson, Glenn H.; Kramer, Edward J.; Hawker, Craig J.
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Craig J. Hawker
H-index: 151 · Papers: 973
K
Klavs F. Jensen
H-index: 126 · Papers: 813
S
Sang‐Woo Kim
H-index: 115 · Papers: 1.2K
J
Juan Pablo
H-index: 114 · Papers: 3.2K
E
Edward J. Krämer
H-index: 96 · Papers: 640
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