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researcher

S. Penny

8 papers hereh-index 251.9k citations71 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author7

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.NE2
  • physics.ao-ph1
  • physics.comp-ph1
same name
  • S. Penny — 39 papers, h 24
  • S. Penny — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedIntegrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation

55 citations · 113 across the 8 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2021★ 38 cited

Robust Forecasting using Predictive Generalized Synchronization in Reservoir Computing

Jason A. Platt, Adrian S. Wong, Randall Clark +2

Reservoir computers (RC) are a form of recurrent neural network (RNN) used for forecasting timeseries data. As with all RNNs, selecting the hyperparameters presents a challenge whe…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.