A Reduced Order Model for Joint Assemblies by Hyper-Reduction and Model-Driven Sampling. - Ahmed Amr Morsy; Mariella Kast; Paolo Tiso (CoRR, 2022)

Positional embeddings for solving PDEs with evolutional deep neural networks. - Mariella Kast; Jan S. Hesthaven (J. Comput. Phys., 2024)

Leveraging Contrast Agent Kinetics for Robust Reflectance Mode Fluorescence Tomography. - Mariella Kast; Mykhaylo Zayats; Shayan Shafiee; Sergiy Zhuk; Jan S. Hesthaven; Amit Joshi (ISBI, 2025)

Galerkin neural network-POD for acoustic and electromagnetic wave propagation in parametric domains. - Philipp Weder; Mariella Kast; Fernando Henríquez; Jan S. Hesthaven (Adv. Comput. Math., 2025)