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researcher

M. Steinbach

17 papers hereh-index 4626.4k citations203 works total

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

author position
  • middle author17

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • physics.comp-ph2
  • cs.AI1
  • cs.DB1
  • cs.IR1
  • physics.geo-ph1
same name
  • M. Steinbach — 9 papers, h 21

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
20112024
most citedTheory-guided Data Science: A New Paradigm for Scientific Discovery from Data

1.7k citations · 1.9k across the 17 of their papers we have counts for

collaborators
Showing 2018 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2018★ 13 cited

Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles

Xiaowei Jia, Jared Willard, Anuj Karpatne +4

This paper proposes a physics-guided recurrent neural network model (PGRNN) that combines RNNs and physics-based models to leverage their complementary strengths and improve the mo…

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