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researcher

M. Gauch

7 papers hereh-index 162.2k citations46 works total

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

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • physics.ao-ph1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedRainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

283 citations · 563 across the 7 of their papers we have counts for

collaborators
Showing physics.geo-phShow all

1 paper · 1 filter

physics.geo-ph2020

Uncertainty Estimation with Deep Learning for Rainfall-Runoff Modelling

Daniel Klotz, Frederik Kratzert, Martin Gauch +4

Deep Learning is becoming an increasingly important way to produce accurate hydrological predictions across a wide range of spatial and temporal scales. Uncertainty estimations are…

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