Michael G. Kapteyn

According to our database, Michael G. Kapteyn authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Anirban Chaudhuri, Graham Pash, David A. Hormuth, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox

Frontiers Artif. Intell., February, 2023

2021

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

Michael G. Kapteyn, Jacob V. R. Pretorius, Karen E. Willcox

Nat. Comput. Sci., 2021

2020

From Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning.

Michael G. Kapteyn, Karen E. Willcox

CoRR, 2020

A Hardware Testbed for Dynamic Data-Driven Aerospace Digital Twins.

Stefanie J. Salinger, Michael G. Kapteyn, Cory Kays, Jacob V. R. Pretorius, Karen E. Willcox

Proceedings of the Dynamic Data Driven Applications Systems, 2020

Predictive Digital Twins: Where Dynamic Data-Driven Learning Meets Physics-Based Modeling.

Michael G. Kapteyn, Karen E. Willcox

Proceedings of the Dynamic Data Driven Applications Systems, 2020