Concepedia

Michael G. Kapteyn

MG

Statistics

Publications

6

Citations

471

H-Index

6

Active since

2020

Affiliations

The University of Texas at Austin(Current)

Massachusetts Institute of Technology

Michael G. Kapteyn is an author at The University of Texas at Austin specializing in digital twin modeling, digital twins, and digital twin design.

Publications per year

2020–2023

6

Publications

6

Data‐driven physics‐based digital twins via a library of component‐based reduced‐order models

Michael G. Kapteyn, David J. Knezevic, D.B.P. Huynh et al. · International Journal for Numerical Methods in Engineering · 2020 · 220 citations · Full text

Engineering, Aerospace Engineering, Systems Engineering +17

Toward predictive digital twins via component-based reduced-order models and interpretable machine learning

Michael G. Kapteyn, David J. Knezevic, Karen Willcox · AIAA Scitech 2020 Forum · 2020 · 117 citations

Computing, Aerospace Engineering, Systems Engineering +17

Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas

Anirban Chaudhuri, Graham Pash, David A. Hormuth et al. · Frontiers in Artificial Intelligence · 2023 · 87 citations · Full text

Medicine, Oncology, Radiation Oncology +17

Design of Digital Twin Sensing Strategies Via Predictive Modeling and Interpretable Machine Learning

Michael G. Kapteyn, Karen Willcox · Journal of Mechanical Design · 2022 · 20 citations · Full text

Computing, Aerospace Engineering, Computer Science +16

A probabilistic graphical model foundation for enabling predictive digital twins at scale

Michael G. Kapteyn, Jacob V. R. Pretorius, Karen Willcox · Nature Computational Science · 2021 · 14 citations · Full text

Engineering, Aerospace Engineering, Systems Engineering +17

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