14 citations · 33 across the 8 of their papers we have counts for
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physics.comp-ph2025★ 1 cited
Node pruning reveals compact and optimal substructures within large networks
Manish Yadav, Merten Stender
The structural complexity of reservoir networks poses a significant challenge, often leading to excessive computational costs and suboptimal performance. In this study, we introduc…
cs.LG2025★ 4 cited
Denoising and Reconstruction of Nonlinear Dynamics using Truncated Reservoir Computing
Omid Sedehi, Manish Yadav, Merten Stender +1
Measurements acquired from distributed physical systems are often sparse and noisy. Therefore, signal processing and system identification tools are required to mitigate noise effe…