16 citations · 19 across the 2 of their papers we have counts for
4 papers
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification
Alireza Nasiri, Jianjun Hu
Environmental Sound Classification (ESC) is a challenging field of research in non-speech audio processing. Most of current research in ESC focuses on designing deep models with sp…
Active learning based generative design for the discovery of wide bandgap materials
Rui Xin, Edirisuriya M. D. Siriwardane, Yuqi Song +4
Active learning has been increasingly applied to screening functional materials from existing materials databases with desired properties. However, the number of known materials de…
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction
Steph-Yves Louis, Yong Zhao, Alireza Nasiri +4
Machine learning (ML) methods have gained increasing popularity in exploring and developing new materials. More specifically, graph neural network (GNN) has been applied in predict…
Machine Learning based prediction of noncentrosymmetric crystal materials
Yuqi Song, Joseph Lindsay, Yong Zhao +5
Noncentrosymmetric materials play a critical role in many important applications such as laser technology, communication systems,quantum computing, cybersecurity, and etc. However,…