research
∙
05/03/2023
Shotgun crystal structure prediction using machine-learned formation energies
Stable or metastable crystal structures of assembled atoms can be predic...
share
research
∙
10/24/2022
Composition, Attention, or Both?
In this paper, we propose a novel architecture called Composition Attent...
research
∙
01/26/2022
Crystal structure prediction with machine learning-based element substitution
The prediction of energetically stable crystal structures formed by a gi...
research
∙
09/10/2021
Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars
In computational linguistics, it has been shown that hierarchical struct...
research
∙
06/02/2021
Lower Perplexity is Not Always Human-Like
In computational psycholinguistics, various language models have been ev...
research
∙
10/15/2020
Potentials and challenges of polymer informatics: exploiting machine learning for polymer design
There has been rapidly growing demand of polymeric materials coming from...
research
∙
03/06/2020
A Bayesian algorithm for retrosynthesis
The identification of synthetic routes that end with a desired product h...
research
∙
12/23/2019