Publications

32 / 3,802 publications found.


  •  Nabi, Saleh, Grover, Piyush, Caulfield, Colm-cille, "Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows", Tech. Rep. TR2022-031, Mitsubishi Electric Research Laboratories, Cambridge, MA, March 2022.
    BibTeX TR2022-031 PDF
    • @techreport{MERL_TR2022-031,
    • author = {Nabi, Saleh; Grover, Piyush; Caulfield, Colm-cille},
    • title = {Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows},
    • institution = {MERL - Mitsubishi Electric Research Laboratories},
    • address = {Cambridge, MA 02139},
    • number = {TR2022-031},
    • month = mar,
    • year = 2022,
    • url = {https://www.merl.com/publications/TR2022-031/}
    • }
  •  Nabi, S., Grover, P., Caulfield, C.-C., "Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows", Computers & Fluids, DOI: 10.1016/​j.compfluid.2022.105390, Vol. 238, pp. 105390, March 2022.
    BibTeX
    • @article{Nabi2022mar,
    • author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm-cille},
    • title = {{Robust preconditioned one-shot methods and direct-adjoint-looping for optimising Reynolds-averaged turbulent flows}},
    • journal = {Computers \& Fluids},
    • year = 2022,
    • volume = 238,
    • pages = 105390,
    • month = mar,
    • doi = {10.1016/j.compfluid.2022.105390}
    • }
  •  Vijayshankar, S., Chakrabarty, A., Grover, P., Nabi, S., "Co-Design of Reduced-Order Models and Observers from Thermo-Fluid Data", IFAC Journal of Systems and Control, DOI: 10.1016/​j.ifacsc.2021.100181, Vol. 19, pp. 100181, January 2022.
    BibTeX TR2022-009 PDF
    • @article{Vijayshankar2022jan,
    • author = {Vijayshankar, Sanjana and Chakrabarty, Ankush and Grover, Piyush and Nabi, Saleh},
    • title = {{Co-Design of Reduced-Order Models and Observers from Thermo-Fluid Data}},
    • journal = {IFAC Journal of Systems and Control},
    • year = 2022,
    • volume = 19,
    • pages = 100181,
    • month = jan,
    • doi = {10.1016/j.ifacsc.2021.100181},
    • url = {https://www.merl.com/publications/TR2022-009}
    • }
  •  Vijayshankar, S., Nabi, S., Chakrabarty, A., Grover, P., Benosman, M., "Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow", American Control Conference (ACC), DOI: 10.23919/​ACC45564.2020.9147823, July 2020, pp. 2351-2356.
    BibTeX TR2020-091 PDF
    • @inproceedings{Vijayshankar2020jul,
    • author = {Vijayshankar, Sanjana and Nabi, Saleh and Chakrabarty, Ankush and Grover, Piyush and Benosman, Mouhacine},
    • title = {{Dynamic Mode Decomposition and Robust Estimation: Case Study of a 2D Turbulent Boussinesq Flow}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2020,
    • pages = {2351--2356},
    • month = jul,
    • publisher = {IEEE},
    • doi = {10.23919/ACC45564.2020.9147823},
    • issn = {2378-5861},
    • isbn = {978-1-5386-8266-1},
    • url = {https://www.merl.com/publications/TR2020-091}
    • }
  •  Kalabic, U., Grover, P., Aeron, S., "Optimization-based incentivization and control scheme for autonomous traffic", IEEE Intelligent Vehicle Symposium, DOI: 10.1109/​IV47402.2020.9304641, June 2020.
    BibTeX TR2020-079 PDF
    • @inproceedings{Kalabic2020jun,
    • author = {Kalabic, Uros and Grover, Piyush and Aeron, Shuchin},
    • title = {{Optimization-based incentivization and control scheme for autonomous traffic}},
    • booktitle = {IEEE Intelligent Vehicle Symposium},
    • year = 2020,
    • month = jun,
    • doi = {10.1109/IV47402.2020.9304641},
    • url = {https://www.merl.com/publications/TR2020-079}
    • }
  •  Nabi, S., Grover, P., Caulfield, C., "Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment", Journal of Computers and Fluids, DOI: 10.1016/​j.compfluid.2019.104313, Vol. 194, No. 104313, December 2019.
    BibTeX TR2019-151 PDF
    • @article{Nabi2019dec,
    • author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm},
    • title = {{Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment}},
    • journal = {Journal of Computers and Fluids},
    • year = 2019,
    • volume = 194,
    • number = 104313,
    • month = dec,
    • doi = {10.1016/j.compfluid.2019.104313},
    • url = {https://www.merl.com/publications/TR2019-151}
    • }
  •  Nabi, S., Nishio, N., Grover, P., Matai, R., Kajiyama, Y., Kotake, N., Kameyama, S., Yoshiki, W., Iida, M., "Improving LiDAR performance on complex terrain using CFD-based correction and direct-adjoint-loop optimization", Journal of physics, DOI: 10.1088/​1742-6596/​1452/​1/​012082, Vol. 1452, November 2019.
    BibTeX TR2019-152 PDF
    • @article{Nabi2019nov,
    • author = {Nabi, S. and Nishio, N. and Grover, P. and Matai, R. and Kajiyama, Y. and Kotake, N. and Kameyama, S. and Yoshiki, W. and Iida, M.},
    • title = {{Improving LiDAR performance on complex terrain using CFD-based correction and direct-adjoint-loop optimization}},
    • journal = {Journal of physics},
    • year = 2019,
    • volume = 1452,
    • month = nov,
    • doi = {10.1088/1742-6596/1452/1/012082},
    • url = {https://www.merl.com/publications/TR2019-152}
    • }
  •  Nabi, S., Grover, P., "Improving LiDAR performance on a complex terrain using CFD-based correction and direct-adjoint-loop optimization", NAWEA/WindTech Conference, DOI: 10.1088/​1742-6596/​1452/​1/​012082, October 2019.
    BibTeX TR2019-130 PDF
    • @inproceedings{Nabi2019oct,
    • author = {Nabi, Saleh and Grover, Piyush},
    • title = {{Improving LiDAR performance on a complex terrain using CFD-based correction and direct-adjoint-loop optimization}},
    • booktitle = {NAWEA/WindTech Conference},
    • year = 2019,
    • month = oct,
    • doi = {10.1088/1742-6596/1452/1/012082},
    • url = {https://www.merl.com/publications/TR2019-130}
    • }
  •  Lin, C., Wang, Y., Kolesov, G., Kalabić, U., "Application of Pontryagin's Minimum Principle to Grover's Quantum Search Problem", Physical Review, DOI: 10.1103/​PhysRevA.100.022327, Vol. 100, No. 2, August 2019.
    BibTeX TR2019-087 PDF
    • @article{Lin2019aug,
    • author = {Lin, Chungwei and Wang, Yebin and Kolesov, Grigory and Kalabić, Uroš},
    • title = {{Application of Pontryagin's Minimum Principle to Grover's Quantum Search Problem}},
    • journal = {Physical Review},
    • year = 2019,
    • volume = 100,
    • number = 2,
    • month = aug,
    • doi = {10.1103/PhysRevA.100.022327},
    • url = {https://www.merl.com/publications/TR2019-087}
    • }
  •  Bakshi, K., Grover, P., Theodorou, E., "On Mean Field Games for Agents with Langevin Dynamics", IEEE Transactions on Control of Network Systems, DOI: 10.1109/​TCNS.2019.2896975, March 2019.
    BibTeX TR2018-200 PDF
    • @article{Bakshi2019mar,
    • author = {Bakshi, Kaivalya and Grover, Piyush and Theodorou, Evangelos},
    • title = {{On Mean Field Games for Agents with Langevin Dynamics}},
    • journal = {IEEE Transactions on Control of Network Systems},
    • year = 2019,
    • month = mar,
    • doi = {10.1109/TCNS.2019.2896975},
    • url = {https://www.merl.com/publications/TR2018-200}
    • }
  •  Kuang, A., Cao, N., Creely, A., Dennett, C., Hecla, J., LaBombard, B., Tinguely, A., Tolman, E., Hoffman, H., Major, M., Ruiz, J., Brunner, D., Grover, P., Laughman, C.R., Sorborn, B., Whyte, D., "Conceptual design study for heat exhaust management in the ARC fusion pilot plant", Fusion Engineering and Design, DOI: 10.1016/​j.fusengdes.2018.09.007, Vol. 137, pp. 221-242, January 2019.
    BibTeX TR2018-186 PDF
    • @article{Kuang2019jan,
    • author = {Kuang, A. and Cao, N. and Creely, A. and Dennett, C. and Hecla, J. and LaBombard, B. and Tinguely, A. and Tolman, E. and Hoffman, H. and Major, M. and Ruiz, J. and Brunner, D. and Grover, Piyush and Laughman, Christopher R. and Sorborn, B. and Whyte, D.},
    • title = {{Conceptual design study for heat exhaust management in the ARC fusion pilot plant}},
    • journal = {Fusion Engineering and Design},
    • year = 2019,
    • volume = 137,
    • pages = {221--242},
    • month = jan,
    • doi = {10.1016/j.fusengdes.2018.09.007},
    • url = {https://www.merl.com/publications/TR2018-186}
    • }
  •  Khodkar, A., Hassanzadeh, P., Nabi, S., Grover, P., "Reduced-order modeling of fully turbulent buoyancy-driven flows using the Green's function method", Physical Review Fluids, DOI: 10.1103/​PhysRevFluids.4.013801, Vol. 4, No. 1, December 2018.
    BibTeX TR2018-170 PDF
    • @article{Khodkar2018dec,
    • author = {Khodkar, Amin and Hassanzadeh, Pedram and Nabi, Saleh and Grover, Piyush},
    • title = {{Reduced-order modeling of fully turbulent buoyancy-driven flows using the Green's function method}},
    • journal = {Physical Review Fluids},
    • year = 2018,
    • volume = 4,
    • number = 1,
    • month = dec,
    • doi = {10.1103/PhysRevFluids.4.013801},
    • url = {https://www.merl.com/publications/TR2018-170}
    • }
  •  Nilsson, G., Grover, P., Kalabić, U., "Assignment and Control of Two-Tiered Vehicle Traffic", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2018.8619411, December 2018.
    BibTeX TR2018-171 PDF
    • @inproceedings{Nilsson2018dec,
    • author = {Nilsson, Gustav and Grover, Piyush and Kalabić, Uroš},
    • title = {{Assignment and Control of Two-Tiered Vehicle Traffic}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2018,
    • month = dec,
    • doi = {10.1109/CDC.2018.8619411},
    • url = {https://www.merl.com/publications/TR2018-171}
    • }
  •  Kalabić, U., Weiss, A., Grover, P., "Low-thrust GTO-to-GEO trajectory optimization and tracking", AIAA/AAS Astrodynamics Specialist Conference, August 2018.
    BibTeX TR2018-117 PDF
    • @inproceedings{Kalabic2018aug,
    • author = {Kalabić, Uroš and Weiss, Avishai and Grover, Piyush},
    • title = {{Low-thrust GTO-to-GEO trajectory optimization and tracking}},
    • booktitle = {AIAA/AAS Astrodynamics Specialist Conference},
    • year = 2018,
    • month = aug,
    • url = {https://www.merl.com/publications/TR2018-117}
    • }
  •  Elamvazhuthi, K., Grover, P., "Optimal Transport Over Nonlinear Systems via Infinitesimal Generators on Graphs", Journal of Computational Dynamics, DOI: 10.3934/​jcd.2018001, Vol. 5, No. 1\&2, pp. 1-32, August 2018.
    BibTeX TR2018-115 PDF
    • @article{Elamvazhuthi2018aug,
    • author = {Elamvazhuthi, Karthik and Grover, Piyush},
    • title = {{Optimal Transport Over Nonlinear Systems via Infinitesimal Generators on Graphs}},
    • journal = {Journal of Computational Dynamics},
    • year = 2018,
    • volume = 5,
    • number = {1\&2},
    • pages = {1--32},
    • month = aug,
    • doi = {10.3934/jcd.2018001},
    • url = {https://www.merl.com/publications/TR2018-115}
    • }
  •  Elamvazhuthi, K., Grover, P., Berman, S., "Optimal Transport over Deterministic Discrete-time Nonlinear Systems using Stochastic Feedback Laws", IEEE Control Systems Letters, DOI: 10.1109/​LCSYS.2018.2855185, Vol. 3, No. 1, pp. 168-173, July 2018.
    BibTeX TR2018-111 PDF
    • @article{Elamvazhuthi2018jul,
    • author = {Elamvazhuthi, Karthik and Grover, Piyush and Berman, Spring},
    • title = {{Optimal Transport over Deterministic Discrete-time Nonlinear Systems using Stochastic Feedback Laws}},
    • journal = {IEEE Control Systems Letters},
    • year = 2018,
    • volume = 3,
    • number = 1,
    • pages = {168--173},
    • month = jul,
    • doi = {10.1109/LCSYS.2018.2855185},
    • url = {https://www.merl.com/publications/TR2018-111}
    • }
  •  Pan, Y., Farahmand, A.-M., White, M., Nabi, S., Grover, P., Nikovski, D.N., "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", International Conference on Machine Learning (ICML), July 2018.
    BibTeX TR2018-101 PDF
    • @inproceedings{Pan2018jul,
    • author = {Pan, Yangchen and Farahmand, Amir-massoud and White, Martha and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {{Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control}},
    • booktitle = {International Conference on Machine Learning (ICML)},
    • year = 2018,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2018-101}
    • }
  •  Grover, P., Bakshi, K., Theodorou, E., "A mean-field game model for homogenous flocking", Chaos: An Interdisciplinary Journal of Nonlinear Science, DOI: 10.1063/​1.5036663, Vol. 28, No. 6, June 2018.
    BibTeX TR2018-032 PDF
    • @article{Grover2018jun,
    • author = {Grover, Piyush and Bakshi, Kaivalya and Theodorou, Evangelos},
    • title = {{A mean-field game model for homogenous flocking}},
    • journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science},
    • year = 2018,
    • volume = 28,
    • number = 6,
    • month = jun,
    • doi = {10.1063/1.5036663},
    • url = {https://www.merl.com/publications/TR2018-032}
    • }
  •  Berntorp, K., Grover, P., "Feedback Particle Filter with Data-Driven Gain-Function Approximation", IEEE transactions on aerospace and electronic systems, DOI: 10.1109/​TAES.2018.2807559, February 2018.
    BibTeX TR2018-034 PDF
    • @article{Berntorp2018feb,
    • author = {Berntorp, Karl and Grover, Piyush},
    • title = {{Feedback Particle Filter with Data-Driven Gain-Function Approximation}},
    • journal = {IEEE transactions on aerospace and electronic systems},
    • year = 2018,
    • month = feb,
    • doi = {10.1109/TAES.2018.2807559},
    • url = {https://www.merl.com/publications/TR2018-034}
    • }
  •  Grover, P., Elamvazhuthi, K., "Optimal perturbations for nonlinear systems using graph-based optimal transport", Communications in Nonlinear Science and Numerical Simulation, DOI: 10.1016/​j.cnsns.2017.09.020, Vol. 59, pp. 197-215, October 2017.
    BibTeX TR2017-116 PDF
    • @article{Grover2017oct,
    • author = {Grover, Piyush and Elamvazhuthi, Karthik},
    • title = {{Optimal perturbations for nonlinear systems using graph-based optimal transport}},
    • journal = {Communications in Nonlinear Science and Numerical Simulation},
    • year = 2017,
    • volume = 59,
    • pages = {197--215},
    • month = oct,
    • publisher = {Elsevier},
    • doi = {10.1016/j.cnsns.2017.09.020},
    • url = {https://www.merl.com/publications/TR2017-116}
    • }
  •  Kramer, B., Grover, P., Boufounos, P.T., Benosman, M., Nabi, S., "Sparse sensing and DMD based identification of flow regimes and bifurcations in complex flows", SIAM Journal on Applied Dynamical Systems, DOI: 10.1137/​15M104565X, Vol. 16, No. 2, pp. 1164-1196, July 2017.
    BibTeX TR2017-076 PDF
    • @article{Kramer2017jul,
    • author = {Kramer, Boris and Grover, Piyush and Boufounos, Petros T. and Benosman, Mouhacine and Nabi, Saleh},
    • title = {{Sparse sensing and DMD based identification of flow regimes and bifurcations in complex flows}},
    • journal = {SIAM Journal on Applied Dynamical Systems},
    • year = 2017,
    • volume = 16,
    • number = 2,
    • pages = {1164--1196},
    • month = jul,
    • doi = {10.1137/15M104565X},
    • url = {https://www.merl.com/publications/TR2017-076}
    • }
  •  Nabi, S., Grover, P., Caulfield, C.C., "Adjoint-Based Optimization of Displacement Ventilation Flow", Building and Environment, DOI: 10.1016/​j.buildenv.2017.07.030, Vol. 124, pp. 342-356, July 2017.
    BibTeX TR2017-086 PDF
    • @article{Nabi2017jul,
    • author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm C.},
    • title = {{Adjoint-Based Optimization of Displacement Ventilation Flow}},
    • journal = {Building and Environment},
    • year = 2017,
    • volume = 124,
    • pages = {342--356},
    • month = jul,
    • publisher = {Elsevier},
    • doi = {10.1016/j.buildenv.2017.07.030},
    • url = {https://www.merl.com/publications/TR2017-086}
    • }
  •  Tripathi, A., Grover, P., Kalmar-Nagy, T., "On optimal performance of nonlinear energy sinks in multiple-degree-of-freedom systems", Journal of Sound and Vibration, DOI: 10.1016/​j.jsv.2016.10.025, Vol. 388, pp. 272-297, February 2017.
    BibTeX TR2017-003 PDF
    • @article{Tripathi2017feb,
    • author = {Tripathi, Astitva and Grover, Piyush and Kalmar-Nagy, Tamas},
    • title = {{On optimal performance of nonlinear energy sinks in multiple-degree-of-freedom systems}},
    • journal = {Journal of Sound and Vibration},
    • year = 2017,
    • volume = 388,
    • pages = {272--297},
    • month = feb,
    • doi = {10.1016/j.jsv.2016.10.025},
    • url = {https://www.merl.com/publications/TR2017-003}
    • }
  •  Farahmand, A.-M., Nabi, S., Grover, P., Nikovski, D.N., "Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/​CDC.2016.7798966, December 2016, pp. 4578-4585.
    BibTeX TR2016-145 PDF
    • @inproceedings{Farahmand2016dec,
    • author = {Farahmand, Amir-massoud and Nabi, Saleh and Grover, Piyush and Nikovski, Daniel N.},
    • title = {{Learning to Control Partial Differential Equations: Regularized Fitted Q-Iteration Approach}},
    • booktitle = {IEEE Conference on Decision and Control (CDC)},
    • year = 2016,
    • pages = {4578--4585},
    • month = dec,
    • doi = {10.1109/CDC.2016.7798966},
    • url = {https://www.merl.com/publications/TR2016-145}
    • }
  •  Benosman, M., Boufounos, P.T., Grover, P., Kramer, B., "Learning-based Reduced Order Model Stabilization for Partial Differential Equations: Application to the Coupled Burgers' Equation", American Control Conference (ACC), DOI: 10.1109/​ACC.2016.7525157, July 2016, pp. 1673-1678.
    BibTeX TR2016-056 PDF
    • @inproceedings{Benosman2016jul2,
    • author = {Benosman, Mouhacine and Boufounos, Petros T. and Grover, Piyush and Kramer, Boris},
    • title = {{Learning-based Reduced Order Model Stabilization for Partial Differential Equations: Application to the Coupled Burgers' Equation}},
    • booktitle = {American Control Conference (ACC)},
    • year = 2016,
    • pages = {1673--1678},
    • month = jul,
    • doi = {10.1109/ACC.2016.7525157},
    • url = {https://www.merl.com/publications/TR2016-056}
    • }