Filament Depolymerization Can Explain Chromosome Pulling during Bacterial Mitosis. - Edward J. Banigan; Michael A. Gelbart; Zemer Gitai; Ned S. Wingreen; Andrea J. Liu (PLoS Comput. Biol., 2011)

Heterogeneous CD8+ T Cell Migration in the Lymph Node in the Absence of Inflammation Revealed by Quantitative Migration Analysis. - Edward J. Banigan; Tajie H. Harris; David A. Christian; Christopher A. Hunter; Andrea J. Liu (PLoS Comput. Biol., 2015)

Attractive vs. truncated repulsive supercooled liquids : dynamics is encoded in the pair correlation function. - François P. Landes; Giulio Biroli; Olivier Dauchot; Andrea J. Liu; David R. Reichman (CoRR, 2019)

Tilting the playing field: Dynamical loss functions for machine learning. - Miguel Ruiz-Garcia; Ge Zhang; Samuel S. Schoenholz; Andrea J. Liu (ICML, 2021)

Learning Without a Global Clock: Asynchronous Learning in a Physics-Driven Learning Network. - Jacob F. Wycoff; Sam Dillavou; Menachem Stern; Andrea J. Liu; Douglas J. Durian (CoRR, 2022)

Machine Learning Without a Processor: Emergent Learning in a Nonlinear Electronic Metamaterial. - Sam Dillavou; Benjamin D. Beyer; Menachem Stern; Marc Z. Miskin; Andrea J. Liu; Douglas J. Durian (CoRR, 2023)

Insight: A Multi-modal Diagnostic Pipeline Using LLMs for Ocular Surface Disease Diagnosis. - Chun-Hsiao Yeh; Jiayun Wang; Andrew D. Graham; Andrea J. Liu; Bo Tan; Yubei Chen; Yi Ma 001; Meng C. Lin (MICCAI (1), 2024)

Solving the compute crisis with physics-based ASICs. - Maxwell Aifer; Zach Belateche; Suraj Bramhavar; Kerem Yunus Çamsari; Patrick J. Coles; Gavin E. Crooks; Douglas J. Durian; Andrea J. Liu; Anastasia Marchenkova; Antonio J. Martinez; Peter L. McMahon; Faris M. Sbahi; et al. (CoRR, 2025)

Training of physical neural networks. - Ali Momeni 002; Babak Rahmani; Benjamin Scellier; Logan G. Wright; Peter L. McMahon; Clara C. Wanjura; Yuhang Li; Anas Skalli; Natalia G. Berloff; Tatsuhiro Onodera; Ilker Oguz; Francesco Morichetti; et al. (Nat., 2025)