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Shakul Awasthi

As seen in: Nature, PLOS
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Articles

Stochastic intracellular calcium dynamics show preserved structures identified by deep learning classification

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By Jaesung P. Choi, Athokpam Langlen Chanu, Shakul Awasthi
| PLOS
Loading metrics Open Access Peer-reviewed Research Article ? This is an uncorrected proof. Citation: Choi J, Chanu AL, Awasthi S (2026) Stochastic intracellular calcium dynamics show preserved structures identified by deep learning classification. PLoS Comput Biol 22(4): e1014240. https://doi.org/10.1371/journal.pcbi.1014240 Editor: Lingchong You, Duke University, UNITED STATES OF AMERICA Received: September 9, 2025; Accepted: April 15, 2026; Published: April 29, 2026 Copyright: © 2026 Choi et al.
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Thermodynamic anomalies in overdamped systems with time-dependent temperature - Communications Physics

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By Hyunggyu Park, Jae Lee, Shakul Awasthi
| Nature Verified
Abstract One of the objectives in investigating small stochastic systems is the development of micrometer-sized engines and the understanding of their thermodynamics. However, the main mathematical tool used for this purpose, the overdamped approximation, has a critical limitation: it fails to capture the thermodynamics when the temperature varies over time.
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