Publications

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Daniels, Bryan C., William S.Ryu, and Ilya Nemenman. Automated, predictive, and interpretable inference of C. elegans escape dynamics., 2018.
Daniels, Bryan C., Jessica C. Flack, and David C. Krakauer. "Dual Coding Theory Explains Biphasic Collective Computation in Neural Decision-Making." Frontiers in Neuroscience 11 (2017): 313.
Daniels, Bryan C., Dirk Fey, Maciej Dobrzyński, B. Munsky, W. Hlavacek, and L. Tsimring. "Parameter Estimation, Sloppiness, and Model Identifiability." In In Quantitative Biology: Theory, Computational Methods, and Models. MIT Press, 2018.
Daniels, Bryan C., and Pawel Romanczuk. "Quantifying the impact of network structure on speed and accuracy in collective decision-making." (2019).
Daniels, Bryan C., and Ilya Nemenman. "Automated adaptive inference of phenomenological dynamical models." 6 (2015): 8133 EP -.
Daniels, Bryan C., William S. Ryu, and Ilya Nemenman. "Automated, predictive, and interpretable inference of Caenorhabditis elegans escape dynamics." PNAS 116, no. 7226 (2019).
Daniels, Bryan C., Christopher J. Ellison, David C. Krakauer, and Jessica C. Flack. "Quantifying collectivity." Current Opinion in Neurobiology 37 (2016): 106-113.
Daniels, Bryan C., Hyunju Kim, Douglas Moore, Siyu Zhou, Harrison B. Smith, Bradley Karas, Stuart A. Kauffman, and Sara I. Walker. "Criticality Distinguishes the Ensemble of Biological Regulatory Networks." Phys. Rev. Lett. 121, no. 13 (2018).
Daniels, Bryan C., David C. Krakauer, and Jessica C. Flack. "Control of finite critical behaviour in a small-scale social system." Nature Communications 8 (2017).