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ORCIDNirav Pravinbhai Bhatt
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2020 – today
- 2025
[i11]Kamran Chitsaz, Roshan Balaji, Quentin Fournier, Nirav Pravinbhai Bhatt, Sarath Chandar:
NovoMolGen: Rethinking Molecular Language Model Pretraining. CoRR abs/2508.13408 (2025)- [i10]Roshan Balaji, Joe Bobby, Nirav Pravinbhai Bhatt:
Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction. CoRR abs/2509.09619 (2025) - [i9]Returaj Burnwal, Hriday Mehta, Nirav Pravinbhai Bhatt, Balaraman Ravindran:
Learning from Observation: A Survey of Recent Advances. CoRR abs/2509.19379 (2025) - [i8]Aarush Sinha, Pavan Kumar S, Roshan Balaji, Nirav Pravinbhai Bhatt:
BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives. CoRR abs/2511.08029 (2025) - [i7]Returaj Burnwal, Nirav Pravinbhai Bhatt, Balaraman Ravindran:
SafeMIL: Learning Offline Safe Imitation Policy from Non-Preferred Trajectories. CoRR abs/2511.08136 (2025) - 2024
- [c8]Rohan Saswade, Ganapavarapu Sai Tarun, Nirav Pravinbhai Bhatt, Sridharakumar Narasimhan:
Data-driven Model Predictive Control of Nanoparticle Production in Modular Reactors. ECC 2024: 2035-2040 - 2023
- [c7]Soumyajit Chakraborty, Subhadeep Kumar
, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy:
End-to-end Autonomous Driving in Heterogeneous Traffic Scenario Using Deep Reinforcement Learning. ECC 2023: 1-6 - [i6]Returaj Burnwal, Anirban Santara, Nirav Pravinbhai Bhatt, Balaraman Ravindran, Gaurav Aggarwal:
GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts. CoRR abs/2305.19111 (2023) - 2022
- [j6]Subhadeep Kumar, Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt:
An Aggregated Dynamic Model of an Electronically Actuated ICE Powertrain. IEEE Access 10: 60306-60329 (2022) - 2021
- [j5]Satya Jayadev P., Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt:
Predicting unknown directed links of conserved networks from flow data. J. Complex Networks 9(6) (2021) - [c6]Deep Sahni, Satya Jayadev Pappu, Nirav Pravinbhai Bhatt:
Aided Selection of Sampling Methods for Imbalanced Data Classification. COMAD/CODS 2021: 198-202 - 2020
- [c5]Neeraja Srinivasan, Nirav Pravinbhai Bhatt, Sridharakumar Narasimhan:
State Estimation for Non-linear Fully-implicit, Index-1 Differential Algebraic Equation Systems. ACC 2020: 743-748
2010 – 2019
- 2019
- [j4]Rishabh Jain, Sridharakumar Narasimhan, Nirav Pravinbhai Bhatt:
A priori parameter identifiability in models with non-rational functions. Autom. 109 (2019) - [i5]Satya Jayadev P., Shankar Narasimhan, Nirav Pravinbhai Bhatt:
Learning Conserved Networks from Flows. CoRR abs/1905.08716 (2019) - 2018
- [j3]Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy, Aravind Rajeswaran:
Identifying Topology of Low Voltage Distribution Networks Based on Smart Meter Data. IEEE Trans. Smart Grid 9(5): 5113-5122 (2018) - 2017
- [j2]Penamakuri Sesha Saikrishna, Ramkrishna Pasumarthy, Nirav Pravinbhai Bhatt:
Identification and Multivariable Gain-Scheduling Control for Cloud Computing Systems. IEEE Trans. Control. Syst. Technol. 25(3): 792-807 (2017) - [c4]Subhadeep Kumar, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy:
A novel vehicle model for longitudinal motion analysis. MED 2017: 743-748 - 2016
- [c3]Satya Jayadev P., Aravind Rajeswaran, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy:
A novel approach for phase identification in smart grids using Graph Theory and Principal Component Analysis. ACC 2016: 5026-5031 - [i4]Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy, Aravind Rajeswaran:
Identifying Topology of Power Distribution Networks Based on Smart Meter Data. CoRR abs/1609.02678 (2016) - 2015
- [j1]Shankar Narasimhan, Nirav Pravinbhai Bhatt:
Deconstructing principal component analysis using a data reconciliation perspective. Comput. Chem. Eng. 77: 74-84 (2015) - [c2]Saikrishna PS, Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy:
An LPV approach to performance modeling of a web server on a private cloud. ACC 2015: 1519-1524 - [i3]Shankar Narasimhan, Nirav Pravinbhai Bhatt:
Deconstructing Principal Component Analysis Using a Data Reconciliation Perspective. CoRR abs/1505.00314 (2015) - [i2]Satya Jayadev P., Nirav Pravinbhai Bhatt, Ramkrishna Pasumarthy:
A Novel Approach for Phase Identification in Smart Grids Using Graph Theory and Principal Component Analysis. CoRR abs/1511.06063 (2015) - [i1]Nirav Pravinbhai Bhatt, Sriniketh Srinivasan:
On Cooperative Behavior of Open Homogeneous Chemical Reaction Systems in the Extent Domain. CoRR abs/1511.06477 (2015) - 2012
- [c1]Nirav Pravinbhai Bhatt, Michael Amrhein, Bala Srinivasan, Philippe Müllhaupt, Dominique Bonvin:
Minimal state representation for open fluid-fluid reaction systems. ACC 2012: 3496-3502 - 2011
- [b1]Nirav Pravinbhai Bhatt:
Extents of Reaction and Mass Transfer in the Analysis of Chemical Reaction Systems. EPFL, Switzerland, 2011
Coauthor Index
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