Marco Ellero

1. On the Generalization of PINNs outside the training domain and the Hyperparameters influencing it
   2023/02/15 by Andrea Bonfanti, Bonfanti, Andrea, Roberto Santana +5 · 8 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
2. Smoothed Particle Hydrodynamics simulations of integral multi-mode and fractional viscoelastic models
   2023/11/22 by Luca Santelli, Santelli, Luca, Adolfo Vázquez-Quesada +3 · 2 citations
   Chemical Engineering · Engineering · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics Simulations and Interactions #Granular flow and fluidized beds #Rheology and Fluid Dynamics Studies
3. Integral fractional viscoelastic models in SPH: LAOS simulations versus experimental data
   2025/07/03 by Luca Santelli, Adolfo Vázquez-Quesada, Santelli, Luca +8 · 1 citation
   Chemical Engineering · Engineering · Materials Science · #FOS: Physical sciences #Fluid Dynamics Simulations and Interactions #Polymer crystallization and properties #Rheology and Fluid Dynamics Studies #Soft Condensed Matter (cond-mat.soft)
4. Microstructural Smoothed Particle Hydrodynamics Model and Simulations of Discontinuous Shear-Thickening Fluids
   2023/11/23 by Peter Angerman, Sagaya Prasanna Kumar, Angerman, Peter +7 · 1 citation
   Engineering · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics Simulations and Interactions #Granular flow and fluidized beds #Lattice Boltzmann Simulation Studies