Nirav Pravinbhai Bhatt

According to our database, Nirav Pravinbhai Bhatt authored at least 26 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

OSIL: Learning Offline Safe Imitation Policies with Safety Inferred from Non-preferred Trajectories.

Returaj Burnwal, Nirav Pravinbhai Bhatt, Balaraman Ravindran

CoRR, February, 2026

Functional Groups Are All You Need for Chemically Interpretable Molecular Property Prediction.

Roshan Balaji, Joe Bobby, Nirav Pravinbhai Bhatt

J. Chem. Inf. Model., 2026

BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives.

Aarush Sinha, Pavan Kumar S, Roshan Balaji, Nirav Pravinbhai Bhatt

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

SafeMIL: Learning Offline Safe Imitation Policy from Non-Preferred Trajectories.

Returaj Burnwal, Nirav Pravinbhai Bhatt, Balaraman Ravindran

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Learning from Observation: A Survey of Recent Advances.

Returaj Burnwal, Hriday Mehta, Nirav Pravinbhai Bhatt, Balaraman Ravindran

CoRR, September, 2025

NovoMolGen: Rethinking Molecular Language Model Pretraining.

Kamran Chitsaz, Roshan Balaji, Quentin Fournier, Nirav Pravinbhai Bhatt, Sarath Chandar

CoRR, August, 2025

2024

Data-driven Model Predictive Control of Nanoparticle Production in Modular Reactors.

Rohan Saswade, Ganapavarapu Sai Tarun, Nirav Pravinbhai Bhatt, Sridharakumar Narasimhan

Proceedings of the European Control Conference, 2024

2023

GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts.

Returaj Burnwal, Anirban Santara, Nirav Pravinbhai Bhatt, Balaraman Ravindran, Gaurav Aggarwal

CoRR, 2023

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

Soumyajit Chakraborty, Subhadeep Kumar, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy

Proceedings of the European Control Conference, 2023

2022

An Aggregated Dynamic Model of an Electronically Actuated ICE Powertrain.

Subhadeep Kumar, Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt

IEEE Access, 2022

2021

Predicting unknown directed links of conserved networks from flow data.

Satya Jayadev P., Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt

J. Complex Networks, 2021

Aided Selection of Sampling Methods for Imbalanced Data Classification.

Deep Sahni, Satya Jayadev Pappu, Nirav Pravinbhai Bhatt

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

State Estimation for Non-linear Fully-implicit, Index-1 Differential Algebraic Equation Systems.

Neeraja Srinivasan, Nirav Pravinbhai Bhatt, Sridharakumar Narasimhan

Proceedings of the 2020 American Control Conference, 2020

2019

Learning Conserved Networks from Flows.

Satya Jayadev P., Shankar Narasimhan, Nirav Pravinbhai Bhatt

CoRR, 2019

A priori parameter identifiability in models with non-rational functions.

Rishabh Jain, Sridharakumar Narasimhan, Nirav Pravinbhai Bhatt

Autom., 2019

2018

Identifying Topology of Low Voltage Distribution Networks Based on Smart Meter Data.

Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy, Aravind Rajeswaran

IEEE Trans. Smart Grid, 2018

2017

Identification and Multivariable Gain-Scheduling Control for Cloud Computing Systems.

Penamakuri Sesha Saikrishna, Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt

IEEE Trans. Control. Syst. Technol., 2017

A novel vehicle model for longitudinal motion analysis.

Subhadeep Kumar, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy

Proceedings of the 25th Mediterranean Conference on Control and Automation, 2017

2016

Identifying Topology of Power Distribution Networks Based on Smart Meter Data.

Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy, Aravind Rajeswaran

CoRR, 2016

A novel approach for phase identification in smart grids using Graph Theory and Principal Component Analysis.

Satya Jayadev P., Aravind Rajeswaran, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy

Proceedings of the 2016 American Control Conference, 2016

2015

A Novel Approach for Phase Identification in Smart Grids Using Graph Theory and Principal Component Analysis.

Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy

CoRR, 2015

On Cooperative Behavior of Open Homogeneous Chemical Reaction Systems in the Extent Domain.

Nirav Pravinbhai Bhatt, Sriniketh Srinivasan

CoRR, 2015

Deconstructing principal component analysis using a data reconciliation perspective.

Shankar Narasimhan, Nirav Pravinbhai Bhatt

Comput. Chem. Eng., 2015

An LPV approach to performance modeling of a web server on a private cloud.

Saikrishna PS, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy

Proceedings of the American Control Conference, 2015

2012

Minimal state representation for open fluid-fluid reaction systems.

Nirav Pravinbhai Bhatt, Michael Amrhein, Bala Srinivasan, Philippe Müllhaupt, Dominique Bonvin

Proceedings of the American Control Conference, 2012

2011

Extents of Reaction and Mass Transfer in the Analysis of Chemical Reaction Systems.

Nirav Pravinbhai Bhatt

PhD thesis, 2011