Jérémie Donà
4 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
dynamical system
(3)
hybrid model
(2)
system identification
(1)
machine learning
(1)
disentangled representation
(1)
partial differential equation
(1)
prediction error
(1)
dynamics model
(1)
differential equation
(1)
data-driven model
(1)
spatio-temporal prediction
(1)
context vector
(1)
physical modeling
(1)
physical model
(1)
few-shot learning
(1)
separation of variable
(1)
domain adaptation
(1)
Papers
Constrained Physical-Statistics Models for Dynamical System Identification and Prediction
ICLR 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
ICML 2022
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting
ICLR 2021
PDE-Driven Spatiotemporal Disentanglement
ICLR 2021