activity
20202026
most citedPotentials and challenges of polymer informatics: exploiting machine learning for polymer design

20 citations · 21 across the 3 of their papers we have counts for

collaborators

5 papers

cond-mat.mes-hall2026

Orientation-selective microwave heating of laser-graphitized diamond at 2.45 GHz

Massimiliano Zamengo, Meguya Ryu, Haoran Mu +6

Pristine diamond couples negligibly to a 2.45 GHz field. We show that femtosecond-laser inscription of a buried graphitic (sp2) architecture makes a 4 x 4 x 2 mm^3 N-doped (100 ppm…

cond-mat.mes-hall2026

Heating of black-Si by microwaves at 2.45 GHz: effect of nano-needle orientation

Massimiliano Zamengo, Haoran Mu, Hsin-Hui Huang +4

Silicon, which is highly reflective and has negligible absorption at the microwave 2.45 GHz range, can be heated when it is turned into black-Si with a surface texture of nano-need…

cond-mat.mtrl-sci2026

Oxidation of Tantalum Nano-Film by Microwave Exposure

Massimiliano Zamengo, Lina Grineviciute, Hsin-Hui Huang +4

Oxidation and ablation of 200 nm tantalum films were carried out by three routes: (i) femtosecond (fs-)laser direct write, (ii) high-temperature annealing (HTA) in a tube furnace,…

physics.chem-ph2025★ 1 cited

Omics-scale polymer computational database transferable to real-world artificial intelligence applications

Ryo Yoshida, Yoshihiro Hayashi, Hidemine Furuya +103

Developing large-scale foundational datasets is a critical milestone in advancing artificial intelligence (AI)-driven scientific innovation. However, unlike AI-mature fields such a…

cond-mat.soft2020★ 20 cited

Potentials and challenges of polymer informatics: exploiting machine learning for polymer design

Stephen Wu, Hironao Yamada, Yoshihiro Hayashi +2

There has been rapidly growing demand of polymeric materials coming from different aspects of modern life because of the highly diverse physical and chemical properties of polymers…