Laser &Photonics Reviews, EarlyView.Neural networks can accelerate modeling and inverse design of electromagnetic devices by several orders of magnitude, but usually require large amounts of data to train. This work demonstrates that integrating knowledge about quasinormal modes into the network architecture reduces the required amount of training data significantly, while simultaneously
Viktor A. Lilja +3 more
wiley +1 more source
Inverse-designed nanophotonic neural network accelerators for ultra-compact optical computing. [PDF]
Nat CommunSved J +5 more
europepmc +1 more source
Rigorous Electromagnetic Quasinormal‐Mode Method Made Easy for Users
Laser &Photonics Reviews, EarlyView.We present a method that combines numerical techniques with accurate approximations to enable simple and ultrafast computations of the scattered field based on quasinormal modes expansions. The method is made available in the open‐source package MANlite (https://doi.org/10.5281/zenodo.18708748), implemented within COMSOL.
Tong Wu, Philippe Lalanne
wiley +1 more source
Design and Tracking Control Experimental Study of a Hybrid Reluctance-Actuated Fast Steering Mirror with an Integrated Sensing Unit. [PDF]
Sensors (Basel)Zhou J +5 more
europepmc +1 more source
Data‐Driven Engineering of Thermostable Collagen‐Mimetic Peptoid Triple Helices
Macromolecular Rapid Communications, EarlyView.Data‐driven active learning discovery of collagen‐mimetic peptoids capable of forming a thermostable collagen‐like triple helix using computational screening followed by experimental validation. ABSTRACT Collagen‐mimetic peptides (CMPs) are engineered molecules designed to replicate the triple‐helical structure of natural collagen.
Alex Berlaga +6 more
wiley +1 more source
Broadband light absorption in cadmium telluride thin-film solar cells <i>via</i> composite light trapping techniques. [PDF]
Nanoscale AdvSuny AA +4 more
europepmc +1 more source
Self Dilution of Model Polystyrene Pom‐Poms and Combs by Unentangled Side Arms
Macromolecular Rapid Communications, EarlyView.This study uses experimental rheological data of 4 model polystyrene pom‐poms and 2 model polystyrene combs, all with unentangled arms, and constitutive modelling using Enhanced Relaxation of Stretch (ERS) model to show that the elongational rheology of the branched polymers is equivalent to that of polymer melts consisting of long linear chains ...
Max G. Schußmann +3 more
wiley +1 more source
Design and numerical analysis of high contrast ratio and ultra-compact all-optical 2-bit reversible comparator. [PDF]
HeliyonVeisi E, Seifouri M, Olyaee S.
europepmc +1 more source
Extension of Maxwell's equations for non-stationary magnetic fluids using gauss's divergence theorem
Mohammed Bouzidi +7 more
openalex +1 more source