Publications

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