activity
20192025
most citedDeep neural networks for the evaluation and design of photonic devices

549 citations · 647 across the 9 of their papers we have counts for

collaborators

9 papers

eess.SY2025★ 1 cited

Scale Up Analysis of Inductively Heated Metamaterial Reactors

Chenghao Wan, Conner Cremers, Ariana B. Höfelmann +8

Inductively heated metamaterial reactors, which utilize an open cell lattice baffle structure as a heating susceptor for magnetic induction, are promising candidates for scaled ele…

cond-mat.mtrl-sci2025

Hydrogel-to-Aerogel Transitions in Polymer-Particle Hydrogels Expand the Wildfire Defense Window

Changxin Dong, Samya Sen, Zhennan Ru +4

The 2025 Los Angeles wildfires caused widespread urban destruction and displacement, and severe economic losses, highlighting the urgent need for better fire retardants. Current fi…

physics.optics2022

Ultrahigh quality infrared polaritonic resonators based on bottom-up-synthesized van der Waals nanoribbons

Shang-Jie Yu, Yue Jiang, John A. Roberts +8

van der Waals nanomaterials supporting phonon polariton quasiparticles possess unprecedented light confinement capabilities, making them ideal systems for molecular sensing, therma…

physics.optics2022★ 14 cited

Electrically Driven Hyperbolic Nanophotonic Resonators as High Speed, Spectrally Selective Thermal Radiators

John Andris Roberts, Po-Hsun Ho, Shang-Jie Yu +1

We introduce and experimentally demonstrate a new class of electrically driven thermal emitter based on globally aligned carbon nanotube metamaterials patterned as nanoscale ribbon…

physics.app-ph2020★ 1 cited

Design space reparameterization enforces hard geometric constraints in inverse-designed nanophotonic devices

Mingkun Chen, Jiaqi Jiang, Jonathan Fan

Inverse design algorithms are the basis for realizing high-performance, freeform nanophotonic devices. Current methods to enforce geometric constraints, such as practical fabricati…

physics.optics2020★ 23 cited

Multiple Tunable Hyperbolic Resonances in Broadband Infrared Carbon-Nanotube Metamaterials

John Andris Roberts, Po-Hsun Ho, Shang-Jie Yu +5

Aligned, densely-packed carbon nanotube metamaterials prepared using vacuum filtration are an emerging infrared nanophotonic material. We report multiple hyperbolic plasmon resonan…

eess.IV2020★ 549 cited

Deep neural networks for the evaluation and design of photonic devices

Jiaqi Jiang, Mingkun Chen, Jonathan A. Fan

The data sciences revolution is poised to transform the way photonic systems are simulated and designed. Photonics are in many ways an ideal substrate for machine learning: the obj…

physics.optics2020★ 59 cited

MetaNet: A new paradigm for data sharing in photonics research

Jiaqi Jiang, Robert Lupoiu, Evan W. Wang +4

Optimization methods are playing an increasingly important role in all facets of photonics engineering, from integrated photonics to free space diffractive optics. However, efforts…

physics.optics2019

Tunable Hyperbolic Metamaterials Based on Self-Assembled Carbon Nanotubes

John Andris Roberts, Shang-Jie Yu, Po-Hsun Ho +3

We show that packed, horizontally aligned films of single-walled carbon nanotubes are hyperbolic metamaterials with ultra-subwavelength unit cells and dynamic tunability. Using Mue…