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L. Catherine Brinson
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2020 – today
- 2024
- [c3]Ghazal Khalighinejad, Defne Circi, L. Catherine Brinson, Bhuwan Dhingra:
Extracting Polymer Nanocomposite Samples from Full-Length Documents. ACL (Findings) 2024: 13163-13175 - [i9]Ghazal Khalighinejad, Defne Circi, L. Catherine Brinson, Bhuwan Dhingra:
Extracting Polymer Nanocomposite Samples from Full-Length Documents. CoRR abs/2403.00260 (2024) - [i8]Mary Bastawrous, Zhi Chen, Alexander C. Ogren, Chiara Daraio, Cynthia Rudin, L. Catherine Brinson:
Phononic materials with effectively scale-separated hierarchical features using interpretable machine learning. CoRR abs/2408.08428 (2024) - [i7]Yoel Zimmermann, Adib Bazgir, Zartashia Afzal, Fariha Agbere, Qianxiang Ai, Nawaf Alampara, Alexander Al-Feghali, Mehrad Ansari, Dmytro Antypov, Amro Aswad, Jiaru Bai, Viktoriia Baibakova, Devi Dutta Biswajeet, Erik Bitzek, Joshua D. Bocarsly, Anna S. Borisova, Andres M. Bran, L. Catherine Brinson, Marcel Moran Calderon, Alessandro Canalicchio, Victor Chen, Yuan Chiang, Defne Circi, Benjamin Charmes, Vikrant Chaudhary, Zizhang Chen, Min-Hsueh Chiu, Judith Clymo, Kedar Dabhadkar, Nathan Daelman, Archit Datar, Matthew L. Evans, Maryam Ghazizade Fard, Giuseppe Fisicaro, Abhijeet Sadashiv Gangan, Janine George, Jose D. Cojal Gonzalez, Michael Götte, Ankur K. Gupta, Hassan Harb, Pengyu Hong, Abdelrahman Ibrahim, Ahmed Ilyas, Alishba Imran, Kevin Ishimwe, Ramsey Issa, Kevin Maik Jablonka, Colin Jones, Tyler R. Josephson, Greg Juhasz, Sarthak Kapoor, Rongda Kang, Ghazal Khalighinejad, Sartaaj Khan, Sascha Klawohn, Suneel Kuman, Alvin Noe Ladines, Sarom Leang, Magdalena Lederbauer, Sheng-Lun Mark Liao, Hao Liu, Xuefeng Liu, Stanley Lo, Sandeep Madireddy, Piyush Ranjan Maharana, Shagun Maheshwari, Soroush Mahjoubi, José A. Márquez, Rob Mills, Trupti Mohanty, Bernadette Mohr, Seyed Mohamad Moosavi, Alexander Moßhammer, Amirhossein D. Naghdi, Aakash Naik, Oleksandr Narykov, Hampus Näsström, Xuan Vu Nguyen, Xinyi Ni, Dana O'Connor, Teslim Olayiwola, Federico Ottomano, Aleyna Beste Ozhan, Sebastian Pagel, Chiku Parida, Jaehee Park, Vraj Patel, Elena Patyukova, Martin Hoffmann Petersen, Luis Pinto, José M. Pizarro, Dieter Plessers, Tapashree Pradhan, Utkarsh Pratiush, Charishma Puli, Andrew Qin, Mahyar Rajabi, Francesco Ricci, Elliot Risch, Martiño Ríos-García:
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry. CoRR abs/2411.15221 (2024) - 2023
- [i6]Kevin Maik Jablonka, Qianxiang Ai, Alexander Al-Feghali, Shruti Badhwar
, Joshua D. Bocarsly, Andres M. Bran, Stefan Bringuier, L. Catherine Brinson, Kamal Choudhary, Defne Circi
, Sam Cox, Wibe A. de Jong, Matthew L. Evans, Nicolas Gastellu, Jerome Genzling, María Victoria Gil, Ankur K. Gupta, Zhi Hong, Alishba Imran, Sabine Kruschwitz, Anne Labarre, Jakub Lála, Tao Liu, Steven Ma, Sauradeep Majumdar
, Garrett W. Merz, Nicolas Moitessier, Elias Moubarak, Beatriz Mouriño, Brenden Pelkie, Michael Pieler, Mayk Caldas Ramos, Bojana Rankovic, Samuel G. Rodriques, Jacob N. Sanders, Philippe Schwaller, Marcus Schwarting, Jiale Shi, Berend Smit, Ben E. Smith, Joren Van Heck, Christoph Völker, Logan T. Ward, Sean Warren, Benjamin Weiser
, Sylvester Zhang, Xiaoqi Zhang, Ghezal Ahmad Zia, Aristana Scourtas, K. J. Schmidt, Ian T. Foster, Andrew D. White, Ben Blaiszik:
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon. CoRR abs/2306.06283 (2023) - [i5]Han Zhang, Rayehe Karimi Mahabadi, Cynthia Rudin, Johann Guilleminot, L. Catherine Brinson:
Uncertainty Quantification of Bandgaps in Acoustic Metamaterials with Stochastic Geometric Defects and Material Properties. CoRR abs/2310.12869 (2023) - 2022
- [i4]Eliu A. Huerta, Ben Blaiszik, L. Catherine Brinson, Kristofer E. Bouchard, Daniel Diaz, Caterina Doglioni, Javier M. Duarte, Murali Emani, Ian T. Foster, Geoffrey C. Fox, Philip C. Harris, Lukas Heinrich, Shantenu Jha
, Daniel S. Katz, Volodymyr V. Kindratenko, Christine R. Kirkpatrick, Kati Lassila-Perini, Ravi K. Madduri
, Mark S. Neubauer, Fotis E. Psomopoulos, Avik Roy, Oliver Rübel, Zhizhen Zhao, Ruike Zhu:
FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective. CoRR abs/2210.08973 (2022) - 2021
- [j2]Bingyin Hu
, Anqi Lin
, L. Catherine Brinson
:
ChemProps: A RESTful API enabled database for composite polymer name standardization. J. Cheminformatics 13(1): 22 (2021) - [d1]Alexander C. Ogren, Zhi Chen, L. Catherine Brinson, Mary Bastawrous, Cynthia Rudin, Chiara Daraio:
2D elastodynamic metamaterials. UCI Machine Learning Repository, 2021 - [i3]Zhi Chen, Alexander C. Ogren, Chiara Daraio, L. Catherine Brinson, Cynthia Rudin:
How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning. CoRR abs/2111.05949 (2021) - 2020
- [c2]Jamie P. McCusker
, Neha Keshan
, Sabbir M. Rashid
, Michael Deagen
, L. Catherine Brinson
, Deborah L. McGuinness
:
NanoMine: A Knowledge Graph for Nanocomposite Materials Science. ISWC (2) 2020: 144-159
2010 – 2019
- 2019
- [i2]Akshay Iyer, Yichi Zhang, Aditya Prasad, Siyu Tao, Yixing Wang, Linda Schadler, L. Catherine Brinson, Wei Chen:
Data-Centric Mixed-Variable Bayesian Optimization For Materials Design. CoRR abs/1907.02577 (2019) - 2018
- [i1]Xiaolin Li, Yichi Zhang, He Zhao, Craig Burkhart
, L. Catherine Brinson, Wei Chen:
A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions. CoRR abs/1805.02784 (2018) - 2017
- [c1]Vipula Rawte, Jamie P. McCusker
, He Zhao, L. Catherine Brinson, Wei Chen, Linda Schadler
, Deborah L. McGuinness
:
An Ontology for a Polymer Nanocomposite Community Data Resource. WebSci 2017: 411-412 - 2014
- [j1]Zhiwei Cui, L. Catherine Brinson:
A combination optimisation method for the estimation of material parameters for viscoelastic solids. Int. J. Comput. Sci. Math. 5(4): 325-335 (2014)
Coauthor Index
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