Coupling non-conforming discretizations of PDEs by spectral approximation of the Lagrange multiplier space. - Simone Deparis; Luca Pegolotti (CoRR, 2018)

Model order reduction of flow based on a modular geometrical approximation of blood vessels. - Luca Pegolotti; Martin R. Pfaller; Alison L. Marsden; Simone Deparis (CoRR, 2020)

Data driven approximation of parametrized PDEs by reduced basis and neural networks. - Niccolò Dal Santo; Simone Deparis; Luca Pegolotti (J. Comput. Phys., 2020)

A Novel LSTM and Graph Neural Networks Approach for Cardiovascular Simulations. - Angelica Iacovelli; Luca Pegolotti; Matteo Salvador; Edoardo Stoppa; Marco D. Santambrogio; Alison L. Marsden (BHI, 2024)

Bayesian Windkessel calibration using optimized 0D surrogate models. - Jakob Richter; Jonas Nitzler; Luca Pegolotti; Karthik Menon; Jonas Biehler; Wolfgang A. Wall; Daniele E. Schiavazzi; Alison L. Marsden; Martin R. Pfaller (CoRR, 2024)

Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers. - Laura Manduchi; Antoine Wehenkel; Jens Behrmann; Luca Pegolotti; Andy C. Miller; Ozan Sener; Marco Cuturi; Guillermo Sapiro; Jörn-Henrik Jacobsen (CoRR, 2024)

Learning reduced-order models for cardiovascular simulations with graph neural networks. - Luca Pegolotti; Martin R. Pfaller; Natalia L. Rubio; Ke Ding; Rita Brugarolas Brufau; Eric Darve; Alison L. Marsden (Comput. Biol. Medicine, 2024)

Hybrid physics-based and data-driven modeling of vascular bifurcation pressure differences. - Natalia L. Rubio; Luca Pegolotti; Martin R. Pfaller; Eric F. Darve; Alison L. Marsden (Comput. Biol. Medicine, 2025)

Red teaming ChatGPT in medicine to yield real-world insights on model behavior. - Crystal T. Chang; Hodan Farah; Haiwen Gui; Shawheen Justin Rezaei; Charbel Bou-Khalil; Ye-Jean Park; Akshay Swaminathan; Jesutofunmi A. Omiye; Akaash Kolluri; Akash Chaurasia; Alejandro Lozano; Alice Heiman; et al. (npj Digit. Medicine, 2025)

Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs. - Riccardo Tenderini; Luca Pegolotti; Fanwei Kong; Stefano Pagani; Francesco Regazzoni 002; Alison L. Marsden; Simone Deparis (CoRR, 2025)