3 papers
physics.optics2025
Inverse Design of Metamaterials with Manufacturing-Guiding Spectrum-to-Structure Conditional Diffusion Model
Jiawen Li, Jiang Guo, Yuanzhe Li +9
Metamaterials are artificially engineered structures that manipulate electromagnetic waves, having optical properties absent in natural materials. Recently, machine learning for th…
physics.comp-ph2025
Human-AI collaboration for modeling heat conduction in nanostructures
Wenyang Ding, Jiang Guo, Meng An +2
In recent years, materials informatics, which combines data science and artificial intelligence (AI), has garnered significant attention owing to its ability to accelerate material…
cond-mat.mtrl-sci2024
Boosting the quality factor of Tamm structures to millions by quantum inspired classical annealer with factorization machine
Jiang Guo, Koki Kitai, Hideyuki Jippo +1
The Tamm structures show high quality (Q) factor property with simple photonic Bragg reflectors composed of alternative high/low refractive index layers and metal reflectors. Howev…