Nanophotonics, Volume 14, Issue 23, Page 3977-3989, 02 November 2025.Abstract We present a photonic mode converter based on a grating structure, modeled and inversely designed by deep neural networks. The neural network maps the physical parameters of the grating to the grating responses, i.e., complex scattering parameters representing the reflected modes from the grating structure.
Ali Mohajer Hejazi, Vincent Ginis
wiley +1 more source
Mantle Structure Beneath the Greater Alpine Region From Teleseismic Full P‐Waveform Inversion
Journal of Geophysical Research: Solid Earth, Volume 130, Issue 11, November 2025.Abstract AlpArray data were employed to infer a new mantle model of the Alps from teleseismic full P‐waveform inversion. It features hybrid numerical forward modeling in the time domain, compression of wavefields by Fourier transform at selected frequencies, the use of frequency domain waveform sensitivity kernels and a multi‐scale approach by ...
W. Friederich +5 more
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Improving Dryland Depth to Water Table Estimate Using an Integrated Model With Three Submodels
Water Resources Research, Volume 61, Issue 10, October 2025.Abstract Investigating dryland phreatic water assets requires an in‐deep understanding of depth to water table (DWT). However, current DWT methods suffer from limited accuracy and demand refinement. Therefor, this study suggests one novel integrated model cascaded by twin, assimilation, and DWT submodels.
Shaohui Chen
wiley +1 more source
Improving neural ordinary differential equations via knowledge distillation
IET Computer Vision, Volume 18, Issue 2, Page 304-314, March 2024.A new training based on knowledge distillation is proposed to construct more powerful and robust Neural ODEs fitting image recognition tasks. Specially, the training of Neural ODEs is modelled into a teacher‐student learning process, in which ResNets is proposed as the teacher model to provide richer supervised information.
Haoyu Chu +3 more
wiley +1 more source
Nanophotonics, Volume 13, Issue 7, Page 971-982, March 2024.Abstract Recent advances in nanotechnology have led to the emergence of metamaterials with unprecedented properties through precisely controlled topologies. To explore metamaterials with nanoscale topologies, interest in three‐dimensional nanofabrication methods has grown and led to rapid production of target nanostructures over large areas ...
Hwanseok Chang +3 more
wiley +1 more source
Concurrent Topology Optimization for Maximizing the Modal Loss Factor of Plates with Constrained Layer Damping Treatment. [PDF]
Materials (Basel), 2022 Fang Z, Yao L, Hou J, Xiao Y.
europepmc +1 more source
An SEQAIHR model to study COVID-19 transmission and optimal control strategies in Hong Kong, 2022. [PDF]
Nonlinear Dyn, 2023 Saha P, Biswas SK, Biswas MHA, Ghosh U.
europepmc +1 more source
Improved Image Quality for Static BLADE Magnetic Resonance Imaging Using the Total-Variation Regularized Least Absolute Deviation Solver. [PDF]
Tomography, 2021 Chen HC +9 more
europepmc +1 more source
Isotope-assisted metabolic flux analysis as an equality-constrained nonlinear program for improved scalability and robustness. [PDF]
PLoS Comput Biol, 2022 Lugar DJ, Sriram G.
europepmc +1 more source
Mortality containment vs. Economics Opening: Optimal policies in a SEIARD model. [PDF]
J Math Econ, 2021 Aspri A +3 more
europepmc +1 more source