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Michael G. Kapteyn
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 5
Top Topics
Driven Learning
Top Venues
CoRR
DDDAS
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Publications
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Anirban Chaudhuri
,
Graham Pash
,
David A. Hormuth II
,
Guillermo Lorenzo
,
Michael G. Kapteyn
,
Chengyue Wu
,
Ernesto A. B. F. Lima
,
Thomas E. Yankeelov
,
Karen Willcox
Predictive Digital Twin for Optimizing Patient-Specific Radiotherapy Regimens under Uncertainty in High-Grade Gliomas.
CoRR
(2023)
Michael G. Kapteyn
,
Jacob V. R. Pretorius
,
Karen E. Willcox
A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale.
CoRR
(2020)
Michael G. Kapteyn
,
Karen E. Willcox
Predictive Digital Twins: Where Dynamic Data-Driven Learning Meets Physics-Based Modeling.
DDDAS
(2020)
Michael G. Kapteyn
,
Karen E. Willcox
From Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning.
CoRR
(2020)
Stefanie J. Salinger
,
Michael G. Kapteyn
,
Cory Kays
,
Jacob V. R. Pretorius
,
Karen E. Willcox
A Hardware Testbed for Dynamic Data-Driven Aerospace Digital Twins.
DDDAS
(2020)