A Spatiotemporal exploration and 3D modeling of blood flow in healthy carotid artery bifurcation from two modalities: Ultrasound-Doppler and phase contrast MRI. - Arij Debbich; Asma Ben Abdallah; Mezri Maatouk; Badii Hmida; Monica Sigovan; Patrick Clarysse; Mohamed Hédi Bedoui (Comput. Biol. Medicine, 2020)

Influence of Morphometric and Mechanical Factors in Thoracic Aorta Finite Element Modeling. - Ruifen Zhang; Monica Sigovan; Patrick Clarysse (STACOM@MICCAI, 2021)

POD method for acceleration of blood flow reconstruction in a vessel with contrast enhanced X-ray CT. - Shusong Huang; Monica Sigovan; Bruno Sixou (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Curriculum learning-driven PIELMs for fluid flow simulations. - Vikas Dwivedi; Bruno Sixou; Monica Sigovan (Neurocomputing, 2025)

Kernel-Adaptive PI-ELMs for Forward and Inverse Problems in PDEs with Sharp Gradients. - Vikas Dwivedi; Balaji Srinivasan; Monica Sigovan; Bruno Sixou (CoRR, 2025)