192 citations · 193 across the 3 of their papers we have counts for
3 papers
cs.LG2020
A robust low data solution: dimension prediction of semiconductor nanorods
Xiaoli Liu, Yang Xu, Jiali Li +4
Precise control over dimension of nanocrystals is critical to tune the properties for various applications. However, the traditional control through experimental optimization is sl…
physics.comp-ph2020★ 192 cited
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
Zekun Ren, Siyu Isaac Parker Tian, Juhwan Noh +14
Realizing general inverse design could greatly accelerate the discovery of new materials with user-defined properties. However, state-of-the-art generative models tend to be limite…
physics.comp-ph2018★ 1 cited
Deep Learning Accelerated Gold Nanocluster Synthesis
Jiali Li, Tiankai Chen, Kaizhuo Lim +4
The understanding of inorganic reactions, especially those far from the equilibrium state, is relatively limited due to their inherent complexity. Poor understandings on the underl…