activity
20152022
most citedPhysics-informed neural networks with hard constraints for inverse design

49 citations · 121 across the 6 of their papers we have counts for

collaborators

6 papers

physics.optics2022★ 11 cited

Designing Structures that Maximize Spatially Averaged Surface-Enhanced Raman Spectra

Wenjie Yao, Francesc Verdugo, Henry O. Everitt +2

We present a general framework for inverse design of nanopatterned surfaces that maximize spatially averaged surface-enhanced Raman (SERS) spectra from molecules distributed random…

physics.optics2021★ 20 cited

Trace formulation for photonic inverse design with incoherent sources

Wenjie Yao, Francesc Verdugo, Rasmus E. Christiansen +1

Spatially incoherent light sources, such as spontaneously emitting atoms, naively require Maxwell's equations to be solved many times to obtain the total emission, which becomes co…

physics.comp-ph2021★ 49 cited

Physics-informed neural networks with hard constraints for inverse design

Lu Lu, Raphael Pestourie, Wenjie Yao +3

Inverse design arises in a variety of areas in engineering such as acoustic, mechanics, thermal/electronic transport, electromagnetism, and optics. Topology optimization is a major…

physics.optics2020★ 7 cited

Approaching the upper limits of the local density of states via optimized metallic cavities

Wenjie Yao, Mohammed Benzaouia, Owen D. Miller +1

By computational optimization of air-void cavities in metallic substrates, we show that the local density of states (LDOS) can reach within a factor of of recent theor…

physics.optics2019★ 30 cited

Limits to surface-enhanced Raman scattering near arbitrary-shape scatterers

Jérôme Michon, Mohammed Benzaouia, Wenjie Yao +2

The low efficiency of Raman spectroscopy can be overcome by placing the active molecules in the vicinity of scatterers, typically rough surfaces or nanostructures with various shap…

physics.optics2015★ 4 cited

Controlling Surface-plasmon-polariton Launching with Hot Spot Cylindrical Waves in a Metallic Slit Structure

Wenjie Yao, Chengwei Sun, Jianjun Chen +1

Plasmonic nanostructures, which are used to generate surface plasmon polaritions (SPPs), always involve sharp corners where the charges can accumulate. This can result in strong lo…