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L

L. Catherine Brinson

duke university

72H-index
321Paper Count
2.5WCitation Count
Published Papers 117
Publication Date
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Challenges and Vision for Standardization of Biopolymer Data Sets for Machine Learning
errBiomacromolecules
IF5.4
err2026-06-10
err0
errOAAI
errJessica N. Lalonde; Defne Circi; Babetta L. Marrone; Stefan Zauscher; L. Catherine Brinson
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A Computational Framework to design 3D stiffness gradient acoustic metamaterials for impedance matching
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-21
err0
PREAI
errRayehe Karimi Mahabadi; Doksoo Lee; Alexander C. Ogren; Chiara Daraio; Wei Chen; Cynthia Rudin; L. Catherine Brinson
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errSave
From biomatter to bioplastics: A perspective on modeling, structure, and data-driven design
errMRS Bulletin
IF4.9
err2025-11-11
err0
PREAI
errEleftheria Roumeli; Sourena Azidhak; Ana F. Costa; Anlan Chen; Io Saito; Yiyang Sun; L. Cate Brinson; Cynthia Rudin; Linda S. Schadler; Kayla Sprenger
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errSave
Process-structure–property relation for elastoplastic behavior of polymer nanocomposites with agglomerates and interfacial gradients
errComposites Science and Technology
IF9.8
err2025-11-06
err0
PREAI
errPrajakta Prabhune; Anlan Chen; Yigitcan Comlek; Wei Chen; L. Catherine Brinson
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errSave
Interpretable machine learning on a curated dataset identifies chemical descriptors governing 2D perovskite solar cell performance
errSolar Energy
IF6.6
err2025-10-31
err0
PREAI
errMigon Choi; Aiden Sable; Nicolas Ramos; Richard Sheridan; Olivier Delaire; Hai Li; David B. Mitzi; L.Catherine Brinson
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errSave
A framework for supervised and unsupervised segmentation and classification of materials microstructure images
errActa Materialia
IF9.3
err2025-09-30
err0
PREAI
errKungang Zhang; Wei Chen; Wing K. Liu; L. Catherine Brinson; Daniel W. Apley
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errSave
32 examples of LLM applications in materials science and chemistry: towards automation; assistants; agents; and accelerated scientific discovery
errMachine Learning: Science and Technology
IF0
err2025-09-29
err0
errOAAI
errYoel Zimmermann; Adib Bazgir; Alexander Al-Feghali; Mehrad Ansari; Joshua Bocarsly; L Catherine Brinson; Yuan Chiang; Defne Circi; Min-Hsueh Chiu; Nathan Daelman; Matthew L Evans; Abhijeet S Gangan; Janine George; Hassan Harb; Ghazal Khalighinejad; Sartaaj Takrim Khan; Sascha Klawohn; Magdalena Lederbauer; Soroush Mahjoubi; Bernadette Mohr; Seyed Mohamad Moosavi; Aakash Naik; Aleyna Beste Ozhan; Dieter Plessers; Aritra Roy; Fabian Schöppach; Philippe Schwaller; Carla Terboven; Katharina Ueltzen; Yue Wu; Shang Zhu; Jan Janssen; Calvin Li; Ian Foster; Ben Blaiszik
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A multiscale design method using interpretable machine learning for phononic materials with closely interacting scales
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-05-01
err1
PREAI
errBastawrous, Mary, V; Chen, Zhi; Ogren, Alexander C.; Daraio, Chiara; Rudin, Cynthia; Brinson, L. Catherine
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errSave
MaRDA FAIR materials microscopy and LIMS data working groups' community recommendations
errMRS BULLETIN
IF4.9
err2025-04-01
err0
errOAAI
errTaillon, Joshua A.; Barnard, Edward S.; Bartolo, Laura M.; Chan, Maria K. Y.; Stach, Eric A.; Taheri, Mitra L.; Brinson, L. Catherine; Voorhees, Peter W.
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errSave
ViscoNet: A lightweight FEA surrogate model for polymer nanocomposites viscoelastic response prediction
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2025-01-01
err0
PREAI
errLin, Anqi; Sheridan, Richard J.; Hu, Bingyin; Brinson, L. Catherine
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errSave
Uncertainty quantification of acoustic metamaterial bandgaps with stochastic material properties and geometric defects
errCOMPUTERS & STRUCTURES
IF4.8
err2024-12-01
err0
PREAI
errZhang, Han; Mahabadi, Rayehe Karimi; Rudin, Cynthia; Guilleminot, Johann; Brinson, L. Catherine
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errSave
Pushing AFM to the Boundaries: Interphase Mechanical Property Measurements near a Rigid Body
errMACROMOLECULES
IF5.2
err2024-11-15
err0
PREAI
errSaito, Io; Sheridan, Richard J.; Zauscher, Stefan; Brinson, L. Catherine
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errSave
Partnerships and collaboration drive innovative graduate training in materials informatics
errSCIENCE ADVANCES
IF12.5
err2024-05-03
err0
errOAAI
errSlates, Angela M.; L. McAlexander, Shana; Nolan, Jennifer; de Pablo, Juan; Chen, Junhong; Johnson, Harley T.; Brinson, L. Catherine
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errSave
Design of Polymer Nanodielectrics for Capacitive Energy Storage
errNANOMATERIALS
IF4.3
err2023-08-22
err6
errOAAI
errPrabhune, Prajakta; Comlek, Yigitcan; Shandilya, Abhishek; Sundararaman, Ravishankar; Schadler, Linda S.; Brinson, Lynda Catherine; Chen, Wei
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errSave
Applied machine learning as a driver for polymeric biomaterials design
errNATURE COMMUNICATIONS
IF15.7
err2023-08-10
err38
errOAAI
errMcDonald, Samantha M.; Augustine, Emily K.; Lanners, Quinn; Rudin, Cynthia; Catherine Brinson, L.; Becker, Matthew L.
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errSave
Prediction of tensile performance for 3D printed photopolymer gyroid lattices using structural porosity, base material properties, and machine learning
errMATERIALS & DESIGN
IF7.9
err2023-08-01
err8
errOAAI
errPeloquin, Jacob; Kirillova, Alina; Rudin, Cynthia; Brinson, L. C.; Gall, Ken
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errSave
Machine-Learning-Assisted Understanding of Polymer Nanocomposites Composition-Property Relationship: A Case Study of NanoMine Database
errMACROMOLECULES
IF5.2
err2023-05-23
err9
errOAAI
errMa, Boran; Finan, Nicholas J.; Jany, David; Deagen, Michael E.; Schadler, Linda S.; Brinson, L. Catherine
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errSave
Community action on FAIR data will fuel a revolution in materials research
errMRS BULLETIN
IF4.9
err2023-03-29
err18
errOAAI
errBrinson, L. Catherine; Bartolo, Laura M. M.; Blaiszik, Ben; Elbert, David; Foster, Ian; Strachan, Alejandro; Voorhees, Peter W. W.
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14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
errDigital Discovery
IF5.6
err2023-01-01
err55
errOAAI
errJablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; Bran, Andres M.; Bringuier, Stefan; Brinson, L. Catherine; Choudhary, Kamal; Circi, Defne; Cox, Sam; de Jong, Wibe A.; Evans, Matthew L.; Gastellu, Nicolas; Genzling, Jerome; Gil, Maria Victoria; Gupta, Ankur K.; Hong, Zhi; Imran, Alishba; Kruschwitz, Sabine; Labarre, Anne; Lala, Jakub; Liu, Tao; Ma, Steven; Majumdar, Sauradeep; Merz, Garrett W.; Moitessier, Nicolas; Moubarak, Elias; Mourino, Beatriz; Pelkie, Brenden; Pieler, Michael; Ramos, Mayk Caldas; Rankovic, Bojana; Rodriques, Samuel G.; Sanders, Jacob N.; Schwaller, Philippe; Schwarting, Marcus; Shi, Jiale; Smit, Berend; Smith, Ben E.; Van Herck, Joren; Voelker, Christoph; Ward, Logan; Warren, Sean; Weiser, Benjamin; Zhang, Sylvester; Zhang, Xiaoqi; Zia, Ghezal Ahmad; Scourtas, Aristana; Schmidt, K. J.; Foster, Ian; White, Andrew D.; Blaiszik, Ben
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Hierarchically structured bioinspired nanocomposites
errNATURE MATERIALS
IF38.5
err2022-11-28
err229
PREAI
errNepal, Dhriti; Kang, Saewon; Adstedt, Katarina M.; Kanhaiya, Krishan; Bockstaller, Michael R.; Brinson, L. Catherine; Buehler, Markus J.; Coveney, Peter, V; Dayal, Kaushik; El-Awady, Jaafar A.; Henderson, Luke C.; Kaplan, David L.; Keten, Sinan; Kotov, Nicholas A.; Schatz, George C.; Vignolini, Silvia; Vollrath, Fritz; Wang, Yusu; Yakobson, Boris, I; Tsukruk, Vladimir V.; Heinz, Hendrik
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Research Directions

No research directions
Co-authors
Cooperation Journals
D
David L. Kaplan
H-index: 194 · Papers: 2.4K
K
Khalil Amine
H-index: 180 · Papers: 1.2K
R
Rodney S. Ruoff
H-index: 172 · Papers: 809
G
George C. Schatz
H-index: 156 · Papers: 1.7K
N
Nicholas A. Kotov
H-index: 146 · Papers: 757
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