Journal Publications

1. Jilberto, J., Choi, C. H., Hwang, J., Reed, A. K., Hu, Z., Yang, W., & Marsden, A. L. (2026). Digital Twin Frameworks for Treatment Planning in Congenital Heart Disease. Submitted to Current Treatment Options in Cardiovascular Medicine.

   BIB

   @article{jilberto2026digitaltwins,
     title = {Digital Twin Frameworks for Treatment Planning in Congenital Heart Disease},
     author = {Jilberto, Jilberto and Choi, Chloe H and Hwang, Junhyuk and Reed, Alex K and Hu, Zinan and Yang, Weiguang and Marsden, Alison L},
     journal = {Submitted to Current Treatment Options in Cardiovascular Medicine},
     year = {2026}
   }
   

2. Choi, C. H., Marsden, A. L., & Schiavazzi, D. E. (2026). FalconBC: Flow matching for Amortized inference of Latent-CONditioned physiologic Boundary Conditions. ArXiv Preprint ArXiv:2603.19331.

   BIB

   @article{choi2026falconbc,
     title = {FalconBC: Flow matching for Amortized inference of Latent-CONditioned physiologic Boundary Conditions},
     author = {Choi, Chloe H and Marsden, Alison L and Schiavazzi, Daniele E},
     journal = {arXiv preprint arXiv:2603.19331},
     year = {2026}
   }
   

3. Choi, C. H., Zanoni, A., Schiavazzi, D. E., & Marsden, A. L. (2026). On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions. Computers in Biology and Medicine, 200, 111389.

   DOI BIB

   @article{choi2026performance,
     title = {On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions},
     author = {Choi, Chloe H and Zanoni, Andrea and Schiavazzi, Daniele E and Marsden, Alison L},
     journal = {Computers in Biology and Medicine},
     volume = {200},
     pages = {111389},
     year = {2026},
     publisher = {Elsevier},
     doi = {10.1016/j.compbiomed.2025.111389}
   }
   

Book Chapters

1. Choi, C. H., Zanoni, A., Schiavazzi, D. E., & Marsden, A. L. (2026). A primer on uncertainty quantification for cardiovascular simulations. In Model Validation and Uncertainty Quantification in Biomechanics and Soft Tissues. Elsevier.

   @incollection{choi2026uq,
     title = {A primer on uncertainty quantification for cardiovascular simulations},
     author = {Choi, Chloe H and Zanoni, Andrea and Schiavazzi, Daniele E and Marsden, Alison L},
     booktitle = {Model Validation and Uncertainty Quantification in Biomechanics and Soft Tissues},
     pages = {},
     year = {2026},
     publisher = {Elsevier}
   }
   

2. Shaefer, F., Choi, C. H., Zanoni, A., Menon, K., Geraci, G., Marsden, A. L., & Schiavazzi, D. E. (2026). An introduction to multi-fidelity uncertainty propagation for applications in biomechanics. In Model Validation and Uncertainty Quantification in Biomechanics and Soft Tissues. Elsevier.

   @incollection{choi2026multifidelity,
     title = {An introduction to multi-fidelity uncertainty propagation for applications in biomechanics},
     author = {Shaefer, Friederike and Choi, Chloe H and Zanoni, Andrea and Menon, Karthik and Geraci, Gianluca and Marsden, Alison L and Schiavazzi, Daniele E},
     booktitle = {Model Validation and Uncertainty Quantification in Biomechanics and Soft Tissues},
     pages = {},
     year = {2026},
     publisher = {Elsevier}
   }