549 citations · 3.1k across the 55 of their papers we have counts for
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Recent advances in high-throughput superconductivity research
J. Yuan, V. Stanev, C. Gao +2
Superconducting materials find applications in a rapidly growing number of technological areas, and searching for novel superconductors continues to be a major scientific task. How…
Fatigue-resistant high-performance elastocaloric materials via additive manufacturing
Huilong Hou, Emrah Simsek, Tao Ma +15
Elastocaloric cooling, which exploits the latent heat released and absorbed as stress-induced phase transformations are reversibly cycled in shape memory alloys, has recently emerg…
Microwave Meissner Screening of Proximity coupled Topological Insulator / Superconductor Bilayers
Seokjin Bae, Seunghun Lee, Xiaohang Zhang +2
The proximity coupled topological insulator / superconductor (TI/SC) bilayer system is a representative system to realize topological superconductivity. In order to better understa…
Active learning for enumerating local minima based on Gaussian process derivatives
Yu Inatsu, Daisuke Sugita, Kazuaki Toyoura +1
We study active learning (AL) based on Gaussian Processes (GPs) for efficiently enumerating all of the local minimum solutions of a black-box function. This problem is challenging…
Materials development by interpretable machine learning
Yuma Iwasaki, Ryoto Sawada, Valentin Stanev +7
Machine learning technologies are expected to be great tools for scientific discoveries. In particular, materials development (which has brought a lot of innovation by finding new…