3 papers
cond-mat.dis-nn2026
Learning Nonlinear Heterogeneity in Physical Kolmogorov-Arnold Networks
Fabiana Taglietti, Andrea Pulici, Maxwell Roxburgh +10
Physical neural networks typically train linear synaptic weights while treating device nonlinearities as fixed. We show the opposite - by training the synaptic nonlinearity itself,…
cond-mat.mes-hall2026
Interface effects and dielectric mismatch in ultrathin silicon on insulator films
Andrea Pulici, Gabriele Seguini, Fabiana Taglietti +6
The role of interface states and dielectric mismatch is studied in ultrathin P-doped silicon-on-insulator (SOI) films with thickness of the device layer () varying from 30…
cond-mat.soft2026
Thermodynamic and ordering kinetics in asymmetric PS-b-PMMA block copolymer thin films
Gabriele Seguini, Fabio Zanenga, Gianluca Cannetti +1
The ordering kinetics of standing cylinder-forming polystyrene-block-poly (methyl methacrylate) block copolymers (molecular weight: 39 kg/mol) close to the order-disorder transitio…