348 citations · 1k across the 41 of their papers we have counts for
4 papers · 1 filter
WyCryst: Wyckoff Inorganic Crystal Generator Framework
Ruiming Zhu, Wei Nong, Shuya Yamazaki +1
Generative design marks a significant data-driven advancement in the exploration of novel inorganic materials, which entails learning the symmetry equivalent to the crystal structu…
Constructing Custom Thermodynamics Using Deep Learning
Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi +5
One of the most exciting applications of artificial intelligence (AI) is automated scientific discovery based on previously amassed data, coupled with restrictions provided by know…
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers
Ji Wei Yoon, Adithya Kumar, Pawan Kumar +3
The combination of high-throughput experimentation techniques and machine learning (ML) has recently ushered in a new era of accelerated material discovery, enabling the identifica…
Automated Electrokinetic Stretcher for Manipulating Nanomaterials
Beatrice W. Soh, Zi-En Ooi, Eleonore Vissol-Gaudin +2
In this work, we present an automated platform for trapping and stretching individual micro- and nanoscale objects in solution using electrokinetic forces. The platform can trap ob…