15 citations · 15 across the 3 of their papers we have counts for
3 papers
cond-mat.mes-hall2026
An AI-driven robotic system for two-dimensional hetero-assemblies
Xiaoxi Li, Jinkun He, Haojie Liu +27
Nanomaterials stacked on-demand, such as rotationally assembled two-dimensional (2D) van der Waals (vdW) layered compounds, provides a versatile platform for quantum simulation and…
cond-mat.mtrl-sci2023★ 15 cited
Decoding Structure-Spectrum Relationships with Physically Organized Latent Spaces
Zhu Liang, Matthew R. Carbone, Wei Chen +5
A new semi-supervised machine learning method for the discovery of structure-spectrum relationships is developed and demonstrated using the specific example of interpreting X-ray a…
cond-mat.mtrl-sci2022
Uncertainty-aware predictions of molecular X-ray absorption spectra using neural network ensembles
Animesh Ghose, Mikhail Segal, Fanchen Meng +7
As machine learning (ML) methods continue to be applied to a broad scope of problems in the physical sciences, uncertainty quantification is becoming correspondingly more important…