383 citations · 410 across the 4 of their papers we have counts for
4 papers
Machine Learning for a Sustainable Energy Future
Zhenpeng Yao, Yanwei Lum, Andrew Johnston +6
Transitioning from fossil fuels to renewable energy sources is a critical global challenge; it demands advances at the levels of materials, devices, and systems for the efficient h…
Accelerated chemical space search using a quantum-inspired cluster expansion approach
Hitarth Choubisa, Jehad Abed, Douglas Mendoza +5
To enable the accelerated discovery of materials with desirable properties, it is critical to develop accurate and efficient search algorithms. Quantum annealers and similar quantu…
On scientific understanding with artificial intelligence
Mario Krenn, Robert Pollice, Si Yue Guo +9
Imagine an oracle that correctly predicts the outcome of every particle physics experiment, the products of every chemical reaction, or the function of every protein. Such an oracl…
Cubine, a superconducting 2-dimensional copper-bismuth nano sheet
Maximilian Amsler, Zhenpeng Yao, Chris Wolverton
We report on the discovery of a 2-dimensional copper-bismuth nano sheet from \textit{ab initio} calculations, which we call cubine. According to our predictions, single layers of c…