Publications

Publications by members of BiSECT Group

2024

  1. Electrical Safety and Power Management in Scaled-down Electric Vehicles
    Subhadeep Kumar, Ramkrishna Pasumarthy, and Nirav P Bhatt
    Authorea Preprints, 2024
  2. Semi-supervised machine learning approach for reaction stoichiometry and kinetic model identification using spectral data from flow reactors
    Manokaran Veeramani, Sreeja Shanmuga Doss, Sridharakumar Narasimhan, and Nirav Bhatt
    Reaction Chemistry & Engineering, 2024
  3. Data-driven Model Predictive Control of Nanoparticle Production in Modular Reactors
    Rohan Saswade, Ganapavarapu Sai Tarun, Nirav Bhatt, and Sridharakumar Narasimhan
    In 2024 European Control Conference (ECC), 2024
  4. DEFT-A Scaled Electric Vehicle Platform for Testing Autonomous Driving Algorithm
    Subhadeep Kumar, Ramkrishna Pasumarthy, and Nirav P Bhatt
    Authorea Preprints, 2024
  5. Sparse Identification of Chemical Reaction Networks from Concentration-time Series
    Nirav Bhatt, and Bayu Jayawardhana
    In 26th International Symposium on Mathematical Theory of Networks and Systems, 2024

2023

  1. End-to-end Autonomous Driving in Heterogeneous Traffic Scenario Using Deep Reinforcement Learning
    Soumyajit Chakraborty , Subhadeep Kumar, Nirav Bhatt, and Ramkrishna Pasumarthy
    In 2023 European Control Conference (ECC), 2023
  2. SINDy-CRN: Sparse Identification of Chemical Reaction Networks from Data
    Nirav Bhatt, Bayu Jayawardhana, and Santiago Sánchez-Escalonilla Plaza
    In 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
  3. Reproductive rate of the Red-headed Falcon (Falco chicquera) in Surendranagar district, Gujarat, India
    Nirav Bhatt
    Journal of Raptor Research, 2023
  4. A reactive species reactions module for integration into genome-scale metabolic models for improved insights: Application to cancer
    Subasree Sridhar, Prerna Bhalla, Justin Kullu, Sriya Veerapaneni, Swagatika Sahoo, Nirav Bhatt, and GK Suraishkumar
    Metabolic Engineering, 2023
  5. A Noise Mitigation Approach for Improving Position Estimate in Indoor Vehicle Navigation Using Inertial Measurement Unit
    R Vasumathi , Subhadeep Kumar, Ramkrishna Pasumarthy, and Nirav Bhatt
    In 2023 Ninth Indian Control Conference (ICC), 2023
  6. Safe Q-Learning Approaches for Human-in-Loop Reinforcement Learning
    Swathi Veerabathraswamy, and Nirav Bhatt
    In 2023 Ninth Indian Control Conference (ICC), 2023
  7. Localgini: A method for harnessing inequality in gene expression to improve the quality of context-specific models
    S Pavan Kumar, and Nirav Pravinbhai Bhatt
    bioRxiv, 2023
  8. Unraveling variant-to-function relationships by integrating SNP-specific gene expression networks and metabolic models
    Srijith Sasikumar, S Pavan Kumar, Nirav Bhatt, and Himanshu Sinha
    bioRxiv, 2023
  9. Genome-scale metabolic modelling reveals functional effects of quantitative trait variant combinations
    S Sasikumar, S PK, N Bhatt, and H Sinha
    2023
  10. GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts
    Returaj Burnwal, Anirban Santara, Nirav P Bhatt, Balaraman Ravindran, and Gaurav Aggarwal
    arXiv preprint arXiv:2305.19111, 2023
  11. Shape–Constrained Moving Horizon Estimators for Reaction Systems
    Avinash Tiwari, and Nirav Bhatt
    IFAC-PapersOnLine, 2023
  12. Chemically Interpretable Molecular Representation for Property Prediction
    MSB Roshan, and Nirav Pravinbhai Bhatt
    In Third Conference on Deployable AI, 2023

2022

  1. Verification and rectification of error in topology of conserved networks
    Arsh Bawa, Nirav Bhatt, and  others
    IFAC-PapersOnLine, 2022
  2. An Aggregated Dynamic Model of an Electronically Actuated ICE Powertrain
    Subhadeep Kumar, Ramkrishna Pasumarthy, and Nirav P Bhatt
    IEEE Access, 2022
  3. Chemistry inspired molecular representation for property prediction
    Guna Sekhar Gedela, Joe Bobby, and Nirav Bhatt
    In Proceedings of the 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), 2022
  4. Asymptotic Observers for Heterogeneous Reaction Systems using the Concepts of Reaction and Mass-transfer Extents
    Nirav Bhatt
    In 2022 Eighth Indian Control Conference (ICC), 2022
  5. A Rational Approach to Design Bioreactors for Large-Scale Plant Cell Cultivations
    M Vidya Muthulakshmi, Kameswararao Anupindi, Nirav Bhatt, and Smita Srivastava
    In 15th International Conference on Gas-Liquid & Gas-Liquid-Solid Reactor Engineering GLS 2022, 2022
  6. Modeling Reactive Species Metabolism in Colorectal Cancer for Identifying Metabolic Targets and Devising Therapeutics
    Prerna Bhalla, Subasree Sridhar, Justin Kullu, Sriya Veerapaneni, Swagatika Sahoo, Nirav Bhatt, and GK Suraishkumar
    bioRxiv, 2022
  7. Incremental Model Identification of Bio-processes from Data: Application to Microbial Production of Hyaluronic Acid
    C Kamakshi, Guhan Jayaraman, and Nirav P Bhatt
    IFAC-PapersOnLine, 2022

2021

  1. Sequential recovery of metals from waste printed circuit boards using a zero-discharge hydrometallurgical process
    Vamsi Vikram Gande, Shilpa Vats, Nirav Bhatt, and S Pushpavanam
    Cleaner Engineering and Technology, 2021
  2. Aided selection of sampling methods for imbalanced data classification
    Deep Sahni, Satya Jayadev Pappu, and Nirav Bhatt
    In Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), 2021
  3. Mechanistic insights into ureolysis mediated calcite precipitation
    Subasree Sridhar, Nirav Bhatt, and GK Suraishkumar
    Biochemical Engineering Journal, 2021
  4. Unraveling reaction pathways for tuning bimetallic nanoparticle structures: role of reactant addition sequence
    Krishna V Kinhal, Nirav Bhatt, and S Pushpavanam
    Journal of Nanoparticle Research, 2021
  5. Predicting unknown directed links of conserved networks from flow data
    Satya Jayadev Pappu, Ramkrishna Pasumarthy, and Nirav Bhatt
    Journal of Complex Networks, 2021
  6. Cleaner Engineering and Technology
    Vamsi Vikram Gande, Shilpa Vats, Nirav Bhatt, and S Pushpavanam
    2021

2020

  1. Simultaneous synthesis and separation of nanoparticles using aqueous two-phase systems
    Krishna V Kinhal, Shashwata Sinha, Aishwarya Ravisankar, Nirav P Bhatt, and Subramaniam Pushpavanam
    ACS Sustainable Chemistry & Engineering, 2020
  2. Thermodynamically consistent estimation of Gibbs free energy from data: data reconciliation approach
    Saman Salike, and Nirav Bhatt
    Bioinformatics, 2020
  3. Process control fundamentals: analysis, design, assessment, and diagnosis
    Raghunathan Rengaswamy, Babji Srinivasan, and Nirav Pravinbhai Bhatt
    2020
  4. State Estimation for Non–linear Fully-implicit, Index-1 Differential Algebraic Equation Systems
    Neeraja Srinivasan, Nirav Bhatt, and Sridharakumar Narasimhan
    In 2020 American Control Conference (ACC), 2020

2019

  1. Dissolution of nuclear materials in aqueous acid solutions
    Narasimhan Desigan, Nirav Bhatt, Madhuri A Shetty, Gopala Krishna Pillai Sreekumar, Niranjan Kumar Pandey, Uthandi Kamachi Mudali, Rajamani Natarajan, and Jyeshtharaj B Joshi
    Reviews in Chemical Engineering, 2019
  2. A priori parameter identifiability in models with non-rational functions
    Rishabh Jain, Sridharakumar Narasimhan, and Nirav P Bhatt
    Automatica, 2019
  3. Extraction of Pure Species Spectra from Labeled Mixture Spectral Data
    Abhishek Baikadi, Nirav Bhatt , and Shankar Narasimhan
    Industrial & Engineering Chemistry Research, 2019
  4. Analysis of experimental conditions, measurement strategies, and model identification approaches on parameter estimation in plug flow reactors
    V Manokaran, Tirthankar Sengupta, Sridharakumar Narasimhan, and Nirav Bhatt
    Ind. Eng. Chem. Res., 2019
  5. Learning Conserved Networks from Flows
    Shankar Narasimhan, Nirav Bhatt, and  others
    arXiv preprint arXiv:1905.08716, 2019
  6. Synthesis and Separation of Metallic Nanoparticles in Aqueous Two Phase System
    Krishna Vadiraj Kinhal, Shashwata Sinha, R Aishwarya, Nirav Bhatt, and S Pushpavanam
    In 2019 AIChE Annual Meeting, 2019
  7. A Game Theoretic Formulation of Path Selection in Urban Transportation Networks
    Subhadeep Kumar, Ramkrishna Pasumarthy, and Nirav P Bhatt
    In 2019 Fifth Indian Control Conference (ICC), 2019

2018

  1. Transport and kinetic effects on the morphology of silver nanoparticles in a millifluidic system
    Krishna V Kinhal, Nirav Bhatt, and Pushpavanam Subramaniam
    Industrial & Engineering Chemistry Research, 2018
  2. Detection of model-plant mismatch and model update for reaction systems using concept of extents
    DM Darsha Kumar , Shankar Narasimhan, and Nirav Bhatt
    Journal of Process Control, 2018
  3. A priori parameter identifiability in complex reaction networks
    Arun Varghese, Sridharakumar Narasimhan, and Nirav Bhatt
    IFAC-PapersOnLine, 2018
  4. Identification of reaction systems using spectroscopic measurements and micro-reactors
    Manokaran Veeramani, Sridharakumar Narasimhan, and Nirav Bhatt
    In Computer Aided Chemical Engineering, 2018
  5. Optimal selection of reference components and measurements in reaction systems
    Bala Shyamala Balaji, Nirav Bhatt, and Sridharakumar Narasimhan
    Industrial & Engineering Chemistry Research, 2018
  6. An Algorithm for Integer Least-squares with Equality, Sparsity and Rank Constraints
    Arun Ayyar, and Nirav Bhatt
    arXiv preprint arXiv:1811.01383, 2018

2017

  1. Identifying topology of low voltage distribution networks based on smart meter data
    Satya Jayadev Pappu, Nirav Bhatt, Ramkrishna Pasumarthy, and Aravind Rajeswaran
    IEEE Transactions on Smart Grid, 2017
  2. Mechanism of dissolution of nuclear fuel in nitric acid relevant to nuclear fuel reprocessing
    N Desigan, Nirav P Bhatt, NK Pandey, U Kamachi Mudali, R Natarajan, and JB Joshi
    Journal of Radioanalytical and Nuclear Chemistry, 2017
  3. Improving the accuracy of hyaluronic acid molecular weight estimation by conventional size exclusion chromatography
    Sreeja Shanmuga Doss, Nirav Pravinbhai Bhatt, and Guhan Jayaraman
    Journal of Chromatography B, 2017
  4. Incremental model identification of reaction systems
    Diogo Rodrigues, Sriniketh Srinivasan, Nirav Bhatt, Julien Billeter, Michael Amrhein, and Dominique Bonvin
    In Universidade de Santiago de Compostela (USC), 2017
  5. Effect of sequential addition of precursor in synthesis of Ag-Cu nanoparticles
    Krishna V Kinhal, Nirav P Bhatt, and S Pushpavanam
    In 2017 IEEE 12th Nanotechnology Materials and Devices Conference (NMDC), 2017
  6. A novel vehicle model for longitudinal motion analysis
    Subhadeep Kumar, Nirav Bhatt, and Ramkrishna Pasumarthy
    In 2017 25th Mediterranean Conference on Control and Automation (MED), 2017

2016

  1. A novel approach for phase identification in smart grids using Graph Theory and Principal Component Analysis
    Satya P Jayadev, Aravind Rajeswaran, Nirav P Bhatt, and Ramkrishna Pasumarthy
    In 2016 American Control Conference (ACC), 2016
  2. Identification and multivariable gain-scheduling control for cloud computing systems
    Penamakuri Sesha Saikrishna, Ramkrishna Pasumarthy, and Nirav P Bhatt
    IEEE Transactions on Control Systems Technology, 2016
  3. Identifying topology of power distribution networks based on smart meter data
    Jayadev P Satya, Nirav Bhatt, Ramkrishna Pasumarthy, and Aravind Rajeswaran
    arXiv preprint arXiv:1609.02678, 2016
  4. Diagnosis and rectification of model-process mismatch in chemical reaction systems
    DM Darsha Kumar , Shankar Narasimhan, and Nirav Bhatt
    In 2016 Indian Control Conference (ICC), 2016
  5. Online Approach for Diagnosis and Rectification of Model–Plant Mismatch in Open Reaction Systems using Incremental Framework
    DM Darsha Kumar , Shankar Narasimhan, and Nirav Bhatt
    In Computer Aided Chemical Engineering, 2016

2015

  1. Deconstructing principal component analysis using a data reconciliation perspective
    Shankar Narasimhan, and Nirav Bhatt
    Computers & Chemical Engineering, 2015
  2. Incremental kinetic identification based on experimental data from steady-state plug flow reactors
    Nirav Bhatt, and Srividhya Visvanathan
    In Computer Aided Chemical Engineering, 2015
  3. An LPV approach to performance modeling of a Web server on a private cloud
    PS Saikrishna, Nirav P Bhatt, and Ramkrishna Pasumarthy
    In 2015 American Control Conference (ACC), 2015
  4. Monotonous (semi-) nonnegative matrix factorization
    Nirav Bhatt, and Arun Ayyar
    In Proceedings of the 2nd ACM IKDD Conference on Data Sciences, 2015
  5. Dissolution kinetics of UO2 in nitric acid–effect of mixing
    N Desigan, Nirav P Bhatt, NK Pandey, U Kamachi Mudali, R Natarajan, and JB Joshi
    In Proceedings of the twelfth DAE-BRNS national symposium on nuclear and radiochemistry, 2015
  6. On Cooperative Behavior of Open Homogeneous Chemical Reaction Systems in the Extent Domain
    Nirav Bhatt, and Sriniketh Srinivasan
    arXiv preprint arXiv:1511.06477, 2015

2014

  1. Recent developments in identification of kinetic and transport models from experimental data. Contributed Paper IT-08
    Nirav P Bhatt, and  others
    2014

2013

  1. Analysis of PCA based compression and denoising of smart grid data under normal and fault conditions
    Rachit Mehra, Nirav Bhatt, Faruk Kazi, and NM Singh
    In 2013 IEEE International Conference on Electronics, Computing and Communication Technologies, 2013
  2. CHEMCON 2013
    N Desigan, Elizabeth Augustine, Remya Murali, NK Pandey, U Kamachi Mudali, R Natarajan, Nirav Bhatt, JB Joshi, and SS Cladded
    2013

2012

  1. Incremental identification of reaction systems—A comparison between rate-based and extent-based approaches
    Nirav Bhatt, Nimet Kerimoglu, Michael Amrhein, Wolfgang Marquardt, and Dominique Bonvin
    Chemical engineering science, 2012
  2. Minimal state representation for open fluid-fluid reaction systems
    Nirav Bhatt, Michael Amrhein, Bala Srinivasan, Philippe Müllhaupt, and Dominique Bonvin
    In 2012 American Control Conference (ACC), 2012

2011

  1. Incremental identification of reaction and mass–transfer kinetics using the concept of extents
    Nirav Bhatt, Michael Amrhein, and Dominique Bonvin
    Industrial & engineering chemistry research, 2011
  2. Extents of reaction and mass transfer in the analysis of chemical reaction systems
    Nirav Pravinbhai Bhatt
    2011
  3. Incremental identification of reaction and mass-transfer rates in gas-liquid reaction systems using tendency modeling
    Nirav Bhatt, Christos Georgakis, and Dominique Bonvin
    In 2011 AIChE Annual Meeting, 2011
  4. Incremental model identification for homogeneous systems–A comparison
    Nirav Bhatt, Nimet Kerimoglu, Michael Amrhein, Wolfgang Marquardt, and Dominique Bonvin
    In 7th In. t Workshop on Mathematics in Chemical Kinetics and Engineering 2011, 2011

2010

  1. Extents of reaction and flow for homogeneous reaction systems with inlet and outlet streams
    Michael Amrhein, Nirav Bhatt, Balasubrahmanyan Srinivasan, and Dominique Bonvin
    AIChE journal, 2010
  2. Extents of reaction, mass transfer and flow for gas- liquid reaction systems
    Nirav Bhatt, Michael Amrhein, and Dominique Bonvin
    Industrial & Engineering Chemistry Research, 2010
  3. Minimal state representation for homogeneous reaction systems
    Nirav Bhatt, Michael Amrhein, and Dominique Bonvin
    ESCAPE-20, 2010
  4. Identification of reaction and mass-transfer rates in gas-liquid reaction systems
    Nirav Bhatt, Michael Amrhein, and Dominique Bonvin
    REACH 2010 proceedings, 2010

2009

  1. Multivariate calibration of non-replicated measurements for the factored noise model
    Nirav Bhatt , and Shankar Narasimhan
    Chemometrics and Intelligent Laboratory Systems, 2009

2008

  1. Rank analysis of spectral reaction data for factor-analytical methods
    Michael Amrhein, Nirav Bhatt, and Dominique Bonvin
    In 11th Conference on Chemometrics in Analytical Chemistry, 2008
  2. Rank augmentation of spectral reaction data using calorimetric and gas consumption data
    Nirav Bhatt, Michael Amrhein, and Dominique Bonvin
    In 11th Conference on Chemometrics in Analytical Chemistry, 2008

2007

  1. Multivariate calibration of non-replicated measurements for heteroscedastic errors
    Nirav P Bhatt, Amit Mitna , and Shankar Narasimhan
    Chemometrics and intelligent laboratory systems, 2007