679 citations · 1.2k across the 17 of their papers we have counts for
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physics.ao-ph2020★ 53 cited
Detecting climate teleconnections with Granger causality
Filipi N Silva, Didier A. Vega-Oliveros, Xiaoran Yan +5
Climate system teleconnections are crucial for improving climate predictability, but difficult to quantify. Standard approaches to identify teleconnections are often based on corre…
cs.SI2020★ 2 cited
Efficient network navigation with partial information
Xiaoran Yan, Olaf Sporns, Andrea Avena-Koenigsberger
We propose a information theoretical framework to capture transition and information costs of network navigation models. Based on the minimum description length principle and the M…