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researcher

Kylen Solvik

3 papers hereh-index 111.2k citations29 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20202026
most cited4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Mapping small reservoirs across Brazil from 1984 to 2025

Kylen Solvik, Luis Gustavo Carvalho, Marcia N. Macedo

Water research in Brazil largely overlooks the widespread damming of small streams for agricultural uses including watering cattle, farm-scale hydropower, irrigation, and aquacultu…

cs.LG2024★ 1 cited

4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models

Kylen Solvik, Stephen G. Penny, Stephan Hoyer

Constraining a numerical weather prediction (NWP) model with observations via 4D variational (4D-Var) data assimilation is often difficult to implement in practice due to the need…

cs.LG2020

Predicting Playa Inundation Using a Long Short-Term Memory Neural Network

Kylen Solvik, Anne M. Bartuszevige, Meghan Bogaerts +1

In the Great Plains, playas are critical wetland habitats for migratory birds and a source of recharge for the agriculturally-important High Plains aquifer. The temporary wetlands…

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