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Pantelis R. Vlachas — most-cited papers & profile · Time Series
← authors
·
overview
Pantelis R. Vlachas
4
papers ·
539
citations ·
8
h-index
ETH Zurich
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks
2018 · 538 citations
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts
2023 · 1 citations
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
2025
RefreshNet: Learning Multiscale Dynamics through Hierarchical Refreshing
2024
Top co-authors
Petros Koumoutsakos
· 2
Danish Rafiq
· 1
Eleni Chatzi
· 1
Junaid Farooq
· 1
Konstantinos Vlachas
· 1
Mohammad Abid Bazaz
· 1
Themistoklis P. Sapsis
· 1
Wonmin Byeon
· 1
Zhong Y. Wan
· 1
Topics
cs.LG
nlin.CD
physics.comp-ph
Domain — Energy/Weather
Probabilistic
physics.flu-dyn
cs.AI