18 citations · 18 across the 3 of their papers we have counts for
4 papers
Physics-integrated neural network modeling of heat and mass transfer in cryogenic liquid storage under static and dynamic conditions
Pedro Afonso Marques, Samuel Akatchi Ahizi, Miguel Alfonso Mendez
Accurate system-level prediction of cryogenic liquid storage remains challenging because reduced-order models rely on regime-dependent closures for unresolved heat and mass transfe…
Experimental Characterization of Non-Isothermal Sloshing in Microgravity
Francisco Monteiro, Pedro Marques, Alessia Simonini +2
Sloshing of cryogenic liquid propellants can significantly impact a spacecraft's mission safety and performance by unpredictably altering the center of mass and producing large pre…
Reinforcement Twinning: from digital twins to model-based reinforcement learning
Lorenzo Schena, Pedro Marques, Romain Poletti +3
Digital twins promise to revolutionize engineering by offering new avenues for optimization, control, and predictive maintenance. We propose a novel framework for simultaneously tr…
Real-time data assimilation for the thermodynamic modeling of cryogenic storage tanks
Pedro Afonso Marques, Samuel Ahizi, Miguel Alfonso Mendez
The thermal management of cryogenic storage tanks requires advanced control strategies to minimize the boil-off losses produced by heat leakages and sloshing-enhanced heat and mass…