4   Artículos

 
en línea
Binghang Lu, Christian Moya and Guang Lin    
This paper presents NSGA-PINN, a multi-objective optimization framework for the effective training of physics-informed neural networks (PINNs). The proposed framework uses the non-dominated sorting genetic algorithm (NSGA-II) to enable traditional stocha... ver más
Revista: Algorithms    Formato: Electrónico

 
en línea
Christian Moya and Guang Lin    
The Deep Operator Network (DeepONet) framework is a different class of neural network architecture that one trains to learn nonlinear operators, i.e., mappings between infinite-dimensional spaces. Traditionally, DeepONets are trained using a centralized ... ver más
Revista: Algorithms    Formato: Electrónico

« Anterior     Página: 1 de 1     Siguiente »