Publications

Papers in Refereed Journals

1. Sudhakar Kathari and Arun K. Tangirala (2019). Scalar Correlation Functions for Model Structure Selection in High-Dimensional Time-Series Modelling. ISA Transactions, Volume 100, 275-288.

2. Sudhakar Kathari and Arun K. Tangirala (2019). Efficient Reconstruction of Granger-Causal Networks in Linear Multivariable Dynamical Processes. Industrial \& Engineering Chemistry Research, 58(26), 11275-11294.

3. Sudhakar Kathari and Arun K. Tangirala (2016). Estimation of network connectivity strengths in linear causal dynamic systems. IFAC-PapersOnLine, 49(1), 77-82.

Presentations in Conferences

1. Sudhakar Kathari and Arun K. Tangirala. A Novel Causality Method for Reconstruction of Process Topology in Multivariable LTI Dynamical Systems. SICE Annual Conference 2019 (SICE 2019), Hiroshima, Japan, September 10-13, 2019.

2. Sudhakar Kathari and Arun K. Tangirala. Causality Analysis of Deterministic Processes using Dynamic Iterative Principal Component Analysis. ChemPlus 2019, IIT Madras, Chennai, March 15-17, 2019.

3. Sudhakar Kathari and Arun K. Tangirala. Sparse Vector Auto-Regressive Modeling for Reconstruction of Causal Networks: A Critical Study. Canadian Chemical Engineering Conference 2017 (CSChE 2017), Edmonton, Canada, October 22-25, 2017.