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D. Shea

5 papers hereh-index 5265 citations7 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • eess.SP2
  • cs.CE1
  • cs.LG1
  • math.NA1

identity via Semantic Scholar / OpenAlex

most citedSINDy-BVP: Sparse Identification of Nonlinear Dynamics for Boundary Value Problems

46 citations · 57 across the 5 of their papers we have counts for

collaborators
Showing cs.CEShow all

1 paper · 1 filter

cs.CE2020★ 46 cited

SINDy-BVP: Sparse Identification of Nonlinear Dynamics for Boundary Value Problems

Daniel E. Shea, Steven L. Brunton, J. Nathan Kutz

We develop a data-driven model discovery and system identification technique for spatially-dependent boundary value problems (BVPs). Specifically, we leverage the sparse identifica…

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