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Siddharth Rout — most-cited papers & profile · Time Series
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Siddharth Rout
4
papers ·
1
citations
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Most-cited papers
Probabilistic Forecasting for Dynamical Systems with Missing or Imperfect Data
2025 · 1 citations
Learning to Advect: A Neural Semi-Lagrangian Architecture for Weather Forecasting
2026
Fast and Flexible Probabilistic Forecasting of Dynamical Systems using Flow Matching and Physical Perturbation
2025
Advection Augmented Convolutional Neural Networks
2024
Top co-authors
Eldad Haber
· 4
St\'ephane Gaudreault
· 2
Carlos A. Pereira
· 1
Christopher Subich
· 1
David Millard
· 1
Emilia Diaconescu
· 1
Moshe Eliasof
· 1
Niloufar Zakariaei
· 1
Raymond J. Spiteri
· 1
Sasa Zhang
· 1
Shoyon Panday
· 1
Siqi Wei
· 1
Topics
cs.LG
physics.comp-ph
math.DS
physics.ao-ph