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Arka Daw — most-cited papers & profile · AI for Science
← authors
·
overview
Arka Daw
5
papers ·
352
citations ·
7
h-index
Virginia Tech
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling
2017 · 316 citations
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
2022 · 35 citations
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling
2019 · 1 citations
Top co-authors
Anuj Karpatne
· 3
Alison P. Appling
· 1
and Vipin Kumar
· 1
Cayelan C. Carey
· 1
Jie Bu
· 1
Jordan Read
· 1
Jordan S. Read
· 1
Paris Perdikaris
· 1
R. Quinn Thomas
· 1
Sifan Wang
· 1
William Watkins
· 1
Topics
Physics ML
Climate & Weather
Ecology
Math & Equations