190 citations · 205 across the 4 of their papers we have counts for
4 papers
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…
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…
Designing thermal radiation metamaterials via hybrid adversarial autoencoder and Bayesian optimization
Dezhao Zhu, Jiang Guo, Gang Yu +3
Designing thermal radiation metamaterials is challenging especially for problems with high degrees of freedom and complex objective. In this letter, we have developed a hybrid mate…
Expanding the horizon of automated metamaterials discovery via quantum annealing
Koki Kitai, Jiang Guo, Shenghong Ju +4
Complexity of materials designed by machine learning is currently limited by the inefficiency of classical computers. We show how quantum annealing can be incorporated into automat…