Campus Reitor João David Ferreira Lima
Bairro Trindade
FLORIANOPOLIS, Santa Catarina 88040
Brazil
Federal University of Santa Catarina (UFSC)
Physics-informed neural networks, deep learning, nonlinear model predictive control
Physics-Informed Neural Networks, PINC, Model Predictive Control, Real-time optimization, Flow Control, PDEs
Physics-Informed Neural Networks, Parameterized PINNs, Multiphase Flow Systems, Inverse Problems, Differential-Algebraic Equations, Uncertainty Quantification
physics-informed neural networks, gas-lifted oil well, skip connections, hierarchical architecture
Scheduling, Dantzig-Wolfe Decomposition, Branch-and-Price, Nanosatellite, Constellation, Quality of Service
ReLU Neural Networks, Surrogate Models, Mixed-Integer Linear Programming, Smart Training
