Alzheimer's disease diagnosis via multimodal feature fusion. - Yue Tu; Shukuan Lin; Jianzhong Qiao; Yilin Zhuang; Peng Zhang (Comput. Biol. Medicine, 2022)

A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant. - Yilin Zhuang; Yixuan Liu; Akhil Ahmed; Zhengang Zhong; Ehecatl Antonio del Rio-Chanona; Colin P. Hale; Mehmet Mercangöz (Comput. Ind., 2022)

Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors. - Yilin Zhuang; Zhuobin Zhou; Burak Alakent; Mehmet Mercangöz (CoRR, 2022)

Semi-supervised Variational Autoencoders for Regression: Application to Soft Sensors. - Yilin Zhuang; Zhuobin Zhou; Burak Alakent; Mehmet Mercangöz (INDIN, 2023)

Alleviating over-smoothing via graph sparsification based on vertex feature similarity. - Gongce Wu; Shukuan Lin; Yilin Zhuang; Jianzhong Qiao (Appl. Intell., 2023)

Multimodal fusion diagnosis of Alzheimer's disease based on FDG-PET generation. - Yue Tu; Shukuan Lin; Jianzhong Qiao; Yilin Zhuang; Zhiqi Wang; Dai Wang (Biomed. Signal Process. Control., 2024)

Spatially-Aware Diffusion Models with Cross-Attention for Global Field Reconstruction with Sparse Observations. - Yilin Zhuang; Sibo Cheng; Karthik Duraisamy (CoRR, 2024)

A novel dual-branch Alzheimer's disease diagnostic model based on distinguishing atrophic patch localization. - Yue Tu; Shukuan Lin; Jianzhong Qiao; Kuankuan Hao; Yilin Zhuang (Appl. Intell., 2024)

CoCoGen: Physically Consistent and Conditioned Score-Based Generative Models for Forward and Inverse Problems. - Christian Jacobsen; Yilin Zhuang; Karthik Duraisamy (SIAM J. Sci. Comput., 2025)

LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather Forecasting. - Yilin Zhuang; Karthik Duraisamy (CoRR, 2025)