Real-time Rescheduling in Distributed Railway Network: An Agent-Based Approach. - Poulami Dalapati; Piyush Agarwal; Animesh Dutta; Swapan Bhattacharya (CoRR, 2016)

Reconstruction of causal graphs for multivariate processes in the presence of missing data. - Piyush Agarwal; Arun K. Tangirala (CoDIT, 2017)

Indian EmoSpeech Command Dataset: A dataset for emotion based speech recognition in the wild. - Subham Banga; Ujjwal Upadhyay; Piyush Agarwal; Aniket Sharma; Prerana Mukherjee (CoRR, 2019)

Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis. - Piyush Agarwal; Jorge Ivan Mireles Gonzalez; Ali Elkamel; Hector M. Budman (CoRR, 2020)

Explainability: Relevance based dynamic deep learning algorithm for fault detection and diagnosis in chemical processes. - Piyush Agarwal; Melih Tamer; Hector M. Budman (Comput. Chem. Eng., 2021)

Application of Deep Learning in Chemical Processes: Explainability, Monitoring and Observability. - Piyush Agarwal (2021)

A novel unsupervised approach for batch process monitoring using deep learning. - Piyush Agarwal; Mohammad Aghaee; Melih Tamer; Hector M. Budman (Comput. Chem. Eng., 2022)