1. A novel approach for benchmarking and assessing the performance of state estimators. (September 2018) Authors: Das, Laya; Kumar, Gaurav; Rengaswamy, Raghunathan; Srinivasan, Babji Journal: ISA transactions Issue: Volume 80(2018) Page Start: 137 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A novel approach to evaluate state estimation approaches for anaerobic digester units under modeling uncertainties: Application to an industrial dairy unit. Issue 4 (August 2017) Authors: Das, Laya; Kumar, Gaurav; Rani, Mallavarapu Deepika; Srinivasan, Babji Journal: Journal of environmental chemical engineering Issue: Volume 5:Issue 4(2017:Dec.) Page Start: 4004 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A novel framework for integrating data mining with control loop performance assessment. Issue 1 (30th September 2015) Authors: Das, Laya; Srinivasan, Babji; Rengaswamy, Raghunathan Journal: AIChE journal Issue: Volume 62:Issue 1(2016) Page Start: 146 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A unified theory of emergent equilibrium phenomena in active and passive matter. (August 2022) Authors: Venkatasubramanian, Venkat; Sivaram, Abhishek; Das, Laya Journal: Computers & chemical engineering Issue: Volume 164(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Data mining and control loop performance assessment: The multivariate case. Issue 8 (9th March 2017) Authors: Das, Laya; Rengaswamy, Raghunathan; Srinivasan, Babji Journal: AIChE journal Issue: Volume 63:Issue 8(2017) Page Start: 3311 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Hidden representations in deep neural networks: Part 1. Classification problems. (4th March 2020) Authors: Sivaram, Abhishek; Das, Laya; Venkatasubramanian, Venkat Journal: Computers & chemical engineering Issue: Volume 134(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Hidden representations in deep neural networks: Part 2. Regression problems. (4th August 2020) Authors: Das, Laya; Sivaram, Abhishek; Venkatasubramanian, Venkat Journal: Computers & chemical engineering Issue: Volume 139(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Measuring smart grid resilience: Methods, challenges and opportunities. (September 2020) Authors: Das, Laya; Munikoti, Sai; Natarajan, Balasubramaniam; Srinivasan, Babji Journal: Renewable & sustainable energy reviews Issue: Volume 130(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. NeuralCompression: A machine learning approach to compress high frequency measurements in smart grid. (1st January 2020) Authors: Das, Laya; Garg, Dinesh; Srinivasan, Babji Journal: Applied energy Issue: Volume 257(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. On developing a framework for detection of oscillations in data. (June 2019) Authors: Ullah, Mohd Faheem; Das, Laya; Parmar, Sweta; Rengaswamy, Raghunathan; Srinivasan, Babji Journal: ISA transactions Issue: Volume 89(2019) Page Start: 96 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗