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Peter Rivera-Casillas
ORCID
Publication Activity (10 Years)
Years Active: 2021-2021
Publications (10 Years): 4
Top Topics
Kalman Filtering
Reduced Order
Dynamic Systems
Mathematical Modeling
Top Venues
CoRR
Softw. Impacts
AAAI Spring Symposium: MLPS
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Publications
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Sourav Dutta
,
Peter Rivera-Casillas
,
Matthew W. Farthing
Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics.
CoRR
(2021)
Sourav Dutta
,
Peter Rivera-Casillas
,
Orie M. Cecil
,
Matthew W. Farthing
pyNIROM - A suite of python modules for non-intrusive reduced order modeling of time-dependent problems.
Softw. Impacts
10 (2021)
Sourav Dutta
,
Peter Rivera-Casillas
,
Matthew W. Farthing
Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics.
AAAI Spring Symposium: MLPS
(2021)
Sourav Dutta
,
Peter Rivera-Casillas
,
Orie M. Cecil
,
Matthew W. Farthing
,
Emma Perracchione
,
Mario Putti
Data-driven reduced order modeling of environmental hydrodynamics using deep autoencoders and neural ODEs.
CoRR
(2021)