Announcements
Photo of Dr. Nirav Bhatt

Dr. Nirav Bhatt

Program Chair - MTech in DS & AI

Faculty - School of Engg. & Science

niravbhatt@iitmz.ac.in

website

Educational Qualifications

PhD 2011

Doctoral School of Computer and Communication Sciences

EPFL, Switzerland

MTech 2005

Chemical Engineering

IIT, Madras

BE 2003

Chemical Engineering

The M S University of Baroda

Awards

  • Best YRS Poster Award

    The 5th Joint International Conference on Data Science and Management of Data

  • Best Experimental Paper Award

    Indian Control Conference 2022

  • Faculty Fellowship

    INSPIRE

  • PhD Fellowship

    Swiss National Science Foundation

Research Interests

In my research, I explore biological and disease networks using multi-sensor and multi-scale data. I focus on modeling, control, optimization, and integration of (Bio-)process Manufacturing to enhance efficiency. I also investigate bioprocess control and process analytical technology for quality assurance. Additionally, I study complex man-made networks through data-driven learning and control approaches. My goal is to advance understanding and management of these networks.

Relevant Courses Taught

  • Mathematical Foundations of Data Science, Bioprocess Control
  • Data-driven Modeling and Optimization of Bioprocesses
  • Data Analysis for Modeling and Monitoring of Reaction Systems
  • Big data in Network Biology

Selected Papers

2023

End-to-end Autonomous Driving in Heterogeneous Traffic Scenario Using Deep Reinforcement Learning

Chakraborty, S.

Kumar, S.

Bhatt, N.

Pasumarthy, R.

European Control Conference

2022

Chemistry Inspired Molecular Representation for Property Prediction.

Gedela, G. S.

Bobby, J.

Bhatt, N.

5th Joint International Conference on Data Science & Management of Data

2022

Verification and Rectification of Error in Topology of Conserved Networks

Bawa, A.

Pappu Jayaved S.

Bhatt, N.

IFAC-PapersOnLine

2022

Incremental Model Identification of Bio-processes from Data: Application to Microbial Production of Hyaluronic Acid

Kamakshi, C.

Jayaraman, G.

Bhatt, N.P.

IFAC-PapersOnLine

2021

Aided Selection of Sampling Methods for Imbalanced Data Classification.

Sahni, D.

Pappu, S. J.

Bhatt, N.

8th ACM IKDD CODS & 26th COMAD

2020

Thermodynamically consistent estimation of Gibbs free energy from data: data reconciliation approach.

Salike, S.

Bhatt, N.

Bioinformatics

2019

Aided Selection of Sampling Methods for Imbalanced Data Classification.

Jain, R.

Narasimhan, S.

Bhatt, N. P.

Automatica

2019

Analysis of experimental conditions, measurement strategies, and model identification approaches on parameter estimation in plug flow reactors.

Manokaran, V.

Sengupta, T.

Narasimhan, S.

Bhatt, N.

Ind Eng Chem Res

2017

Identifying topology of low voltage distribution networks based on smart meter data.

Pappu, S. J.

Bhatt, N.

Pasumarthy, R.

Rajeswaran

EEE Transactions on Smart Grid

Books Published

  • Book Cover of Process Control Fundamentals

    Process Control Fundamentals

    CRC Press

    2020
Apply NowInformation BrochureBS Sample QuestionsMTech Sample Questions