8 citations · 21 across the 9 of their papers we have counts for
5 papers · 1 filter
Prediction of superconducting properties of materials based on machine learning models
Jie Hu, Yongquan Jiang, Yang Yan +1
The application of superconducting materials is becoming more and more widespread. Traditionally, the discovery of new superconducting materials relies on the experience of experts…
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction
Yan Yang, Md Zakir Hossain, Eric A Stone +1
Spatial transcriptomics (ST) is essential for understanding diseases and developing novel treatments. It measures gene expression of each fine-grained area (i.e., different windows…
Less is More: Facial Landmarks can Recognize a Spontaneous Smile
Md. Tahrim Faroque, Yan Yang, Md Zakir Hossain +3
Smile veracity classification is a task of interpreting social interactions. Broadly, it distinguishes between spontaneous and posed smiles. Previous approaches used hand-engineere…
Hardness prediction of age-hardening aluminum alloy based on ensemble learning
Houchen Zuo, Yongquan Jiang, Yan Yang +2
With the rapid development of artificial intelligence, the combination of material database and machine learning has driven the progress of material informatics. Because aluminum a…
DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers
Yan Yang, Zakir Hossain, Khandaker Asif +3
De novo peptide sequencing aims to recover amino acid sequences of a peptide from tandem mass spectrometry (MS) data. Existing approaches for de novo analysis enumerate MS evidence…