Papers

Physics-informed neural networks

1) Stable adaptive training for physics-informed neural networks in acoustic wave propagation, M Marques, L Mendonça, A Bizzi, L Moreira, C Oliveira, D Oliveira, L Fernandez, V Balestro, J Pereira, D Yukimura, T Novello, P Petrov, L Nissenbaum, JASA Express Lett. 5, 112401

Random networks

1) Concentration and regularization of weighted random graphs by Panchenko's inequality, D Oliveira, R Oliveira, in preparation.

2) Counting communities in weighted stochastic block models via semidefinite programming, D Oliveira, A Cerqueira, R Oliveira, preprint.

Machine learning & statistical mechanics

1) Kernels, data & physics, F Cagnetta, D Oliveira, M Sabanayagam, N Tsilivis, J Kempe, Journal of Statistical Mechanics: Theory and Experiment 104013 

Open quantum systems

1) Transport in boundary-driven quantum spin systems: one-way street for the energy current, D Oliveira, E Pereira, HCF Lemos, Journal of Physics A: Mathematical and Theoretical 53 (37), 375007  

2) One-way street for the energy current: A ubiquitous phenomenon in boundary-driven quantum spin chains, D Oliveira, E Pereira, HCF Lemos, EPL (Europhysics Letters) 129 (1), 10001