Agnese Marcato

According to our database, Agnese Marcato authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Deep learning for modeling the evolution of droplet size distribution in liquid-liquid dispersed systems.

Mazhar Bayazidi, Daniele L. Marchisio, Agnese Marcato, Antonio Buffo

Eng. Comput., June, 2026

2025

A Foundation Model for Material Fracture Prediction.

Agnese Marcato, Aleksandra Pachalieva, Ryley G. Hill, Kai Gao, Xiaoyu Wang, Esteban Rougier, Zhou Lei, Vinamra Agrawal, Janel Chua, Qinjun Kang, Jeffrey D. Hyman, Abigail Hunter, Nathan DeBardeleben, Earl Lawrence, Hari S. Viswanathan, Daniel O'Malley, Javier E. Santos

CoRR, July, 2025

Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling.

Javier E. Santos, Agnese Marcato, Roman Colman, Nicholas Lubbers, Yen Ting Lin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Learning a general model of single phase flow in complex 3D porous media.

Javier E. Santos, Agnese Marcato, Qinjun Kang, Mohamed Mehana, Daniel O'Malley, Hari S. Viswanathan, Nicholas Lubbers

Mach. Learn. Sci. Technol., 2024

Journey over destination: dynamic sensor placement enhances generalization.

Agnese Marcato, Eric Guiltinan, Hari S. Viswanathan, Daniel O'Malley, Nicholas Lubbers, Javier E. Santos

Mach. Learn. Sci. Technol., 2024

Machine learned reconstruction of tsunami dynamics from sparse observations.

Edward McDugald, Arvind T. Mohan, Darren Engwirda, Agnese Marcato, Javier E. Santos

CoRR, 2024

2023

Reconstruction of Fields from Sparse Sensing: Differentiable Sensor Placement Enhances Generalization.

Agnese Marcato, Daniel O'Malley, Hari S. Viswanathan, Eric Guiltinan, Javier E. Santos

CoRR, 2023