Alexander Daniels

Alexander Daniels

Ph.D. student (Complex Systems & Data Science)

Affiliated with the LSD
Affiliated with the CDL

My goal is to understand the mathematical methods employed in the analysis of complex, interdisciplinary, and non-linear problems. By doing so, I hope to sharpen and deepen my intuitive understanding of the processes that govern strongly interacting systems of many bodies. Finally, I hope to become a skilled teacher as I share the quantitative beauty of science both inside and outside of the academic community.

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Publications

2024 |
article

Network compression with configuration models and the minimum description length

L. Hébert-Dufresne, J.-G. Young, A. Kirkley, A. Daniels, and A. Allard
Phys. Rev. E 110, 034305
2022 |
preprint

Network Onion Divergence: Network representation and comparison using nested configuration models with fixed connectivity, correlation and centrality patterns

L. Hébert-Dufresne, J.-G. Young, A. Daniels, and A. Allard
2020 |
article
Open access

Network comparison and the within-ensemble graph distance

H. Hartle, B. Klein, S. McCabe, A. Daniels, G. St-Onge, C. Murphy, and L. Hébert-Dufresne
Proc. R. Soc. Lond. A 476, 2243
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