Siamese Neural Network-Based Supervised Slow Feature Extraction for Soft Sensor Application. - Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Electron., 2021)

Reinforcement Learning With Constrained Uncertain Reward Function Through Particle Filtering. - Oguzhan Dogru; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Electron., 2022)

Physics-informed probabilistic slow feature analysis. - Vamsi Krishna Puli; Ranjith Chiplunkar; Biao Huang 001 (Autom., 2024)

Reinforcement Learning in Process Industries: Review and Perspective. - Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Fajar Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang 001 (IEEE CAA J. Autom. Sinica, 2024)

Skew Filtering for Online State Estimation and Control. - Oguzhan Dogru; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Informatics, 2024)

A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications. - Wenxin Sun; Weili Xiong; Hongtian Chen; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Informatics, 2024)

Sparse Robust Dynamic Feature Extraction Using Bayesian Inference. - Vamsi Krishna Puli; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans. Ind. Electron., 2024)

Sequential Image Restoration and Segmentation for Interface Detection in Primary Separation Cells. - Amir Mohseni; Yousef Salehi; Ranjith Chiplunkar; Biao Huang 001 (IEEE Trans Autom. Sci. Eng., 2025)