| Untargeted, targeted and universal adversarial attacks and defenses on time series P Rathore, A Basak, SH Nistala, V Runkana 2020 international joint conference on neural networks (IJCNN), 1-8, 2020 | 38 | 2020 |
| Method and system for data-based optimization of performance indicators in process and manufacturing industries V Runkana, R Pandya, R Kumar, A Panda, M Mynam, SH Nistala, ... US Patent 10,636,007, 2020 | 25 | 2020 |
| Optimization based conceptual design of reactive distillation for selectivity engineering V Amte, SH Nistala, SM Mahajani, RK Malik Computers & Chemical Engineering 48, 209-217, 2013 | 21 | 2013 |
| Anomaly detection and diagnosis in manufacturing systems: A comparative study of statistical, machine learning and deep learning techniques K Zope, K Singh, S Nistala, A Basak, P Rathore, V Runkana Annu. Conf. PHM Soc 11, 2019 | 19 | 2019 |
| Study of generation of sinter return fines during transportation S Harsha Nistala, M Sinha, M Kumar Choudhary, G Bose, S Sinha Ironmaking & Steelmaking 42 (3), 226-232, 2015 | 17 | 2015 |
| Attainable regions of reactive distillation—Part III. Complex reaction scheme: Van de Vusse reaction V Amte, S Nistala, R Malik, S Mahajani Chemical engineering science 66 (11), 2285-2297, 2011 | 16 | 2011 |
| Thermodynamic study of evolution of sinter phases at different alumina level M Sinha, SH Nistala, S Chandra, TR Mankhand Ironmaking & Steelmaking 44 (2), 92-99, 2017 | 12 | 2017 |
| Mineralogy of iron ores of different alumina levels from Singhbhum belt and their implication on sintering process M Sinha, SH Nistala, S Chandra, TR Mankhand Journal of Minerals and Materials Characterization and Engineering 3 (03), 180, 2015 | 12 | 2015 |
| Multi-objective optimization of integrated iron ore sintering process using machine learning and evolutionary algorithms K Singh, P Vakkantham, SH Nistala, V Runkana Transactions of the Indian Institute of Metals 73, 2033-2039, 2020 | 9 | 2020 |
| Concurrent estimation of remaining useful life for multiple faults in an ion etch mill: a data-driven approach K Singh, B Selvanathan, K Zope, SH Nistala, V Runkana Annual conference of the PHM society 10, 2018 | 7 | 2018 |
| Method and system for adaptive learning of models for manufacturing systems SH Nistala, R Kumar, J Biswas, C Jadhav, A Baikadi, V Runkana, ... US Patent App. 17/595,434, 2022 | 5 | 2022 |
| Universal adversarial attack on deep learning based prognostics A Basak, P Rathore, SH Nistala, S Srinivas, V Runkana 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 5 | 2021 |
| Method and system for optimization of agglomeration of ores K Singh, SH Nistala, V Runkana, P Vakkantham US Patent App. 17/632,215, 2022 | 4 | 2022 |
| Transfer entropy-based automated fault traversal and root cause identification in complex nonlinear industrial processes K Zope, T Singhal, SH Nistala, V Runkana Industrial & Engineering Chemistry Research 62 (9), 4002-4018, 2023 | 3 | 2023 |
| Optimization based conceptual design of reactive distillation for selectivity engineering V Amte, S Nistala, SM Mahajani, RK Malik Computer Aided Chemical Engineering 28, 1237-1242, 2010 | 3 | 2010 |
| Virtual Sinter®: Digital Twin for Integrated Sinter Plants SH Nistala, K Singh, P Vakkantham, A Pareek, V Masampally, R Kumar, ... Transactions of the Indian National Academy of Engineering 7 (3), 943-955, 2022 | 2 | 2022 |
| System and method for real-time monitoring and optimizing operation of connected oil and gas wells SH Nistala, T Singhal, V Runkana US Patent App. 17/647,299, 2022 | 2 | 2022 |
| Method and system for anomaly detection and diagnosis in industrial processes and equipment KB Zope, SH Nistala, V Runkana US Patent 11,860,615, 2024 | 1 | 2024 |
| System and method for development and deployment of self-organizing cyber-physical systems for manufacturing industries S Subramanian, V Runkana, SP Parameswaran, N Shah, S Maiti, ... US Patent App. 17/926,244, 2023 | 1 | 2023 |
| Method and system for diagnosing anomaly in a manufacturing plant A Basak, P Rathore, SH Nistala, V Runkana US Patent 11,625,032, 2023 | 1 | 2023 |
Venkataramana RunkanaChief Scientist, Tata Consultancy Services, Research and Innovation for Manufacturing & EngineeringVerified email at tcs.com
