Publications

18 / 3,171 publications found.


  •  Leonard, E., Qiao, H., Nabi, S., "A Comparison of Interpolation Methods in Fast Fluid Dynamics", International High Performance Buildings Conference, September 2021.
    BibTeX TR2021-118 PDF
    • @inproceedings{Leonard2021sep,
    • author = {Leonard, Eric and Qiao, Hongtao and Nabi, Saleh},
    • title = {A Comparison of Interpolation Methods in Fast Fluid Dynamics},
    • booktitle = {International High Performance Buildings Conference},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-118}
    • }
  •  Tanaka, R., Nabi, S., Nonaka, M., "Airflow Optimization for Room Air Conditioners", Building Simulation 2021 Conference, September 2021.
    BibTeX TR2021-106 PDF
    • @inproceedings{Tanaka2021sep,
    • author = {Tanaka, Ryuta and Nabi, Saleh and Nonaka, Mio},
    • title = {Airflow Optimization for Room Air Conditioners},
    • booktitle = {Building Simulation 2021 Conference},
    • year = 2021,
    • month = sep,
    • url = {https://www.merl.com/publications/TR2021-106}
    • }
  •  Kalur, A., Nabi, S., Benosman, M., "Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations", American Control Conference (ACC), DOI: 10.23919/​ACC50511.2021.9483319, May 2021, pp. 4497-4502.
    BibTeX TR2021-059 PDF
    • @inproceedings{Kalur2021may,
    • author = {Kalur, Aniketh and Nabi, Saleh and Benosman, Mouhacine},
    • title = {Robust Adaptive Dynamic Mode Decomposition for Reduce Order Modelling of Partial Differential Equations},
    • booktitle = {American Control Conference (ACC)},
    • year = 2021,
    • pages = {4497--4502},
    • month = may,
    • publisher = {IEEE},
    • doi = {10.23919/ACC50511.2021.9483319},
    • issn = {2378-5861},
    • isbn = {978-1-7281-9704-3},
    • url = {https://www.merl.com/publications/TR2021-059}
    • }
  •  Kalur, A., Benosman, M., Nabi, S., "Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control", American Physical Society, Division of Fluid Dynamics, December 2020.
    BibTeX
    • @inproceedings{Kalur2020dec,
    • author = {Kalur, Aniketh and Benosman, Mouhacine and Nabi, Saleh},
    • title = {Adaptive-Robust Dynamic Mode Decomposition for Reduced-Order Modeling and Control},
    • booktitle = {American Physical Society, Division of Fluid Dynamics},
    • year = 2020,
    • month = dec
    • }
  •  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}
    • }
  •  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}
    • }
  •  Qiao, H., Nabi, S., Laughman, C.R., "Performance Evaluation of HVAC Systems via Coupled Simulation between Modelica and OpenFOAM", International Conference on Compressor and Refrigeration, July 2019.
    BibTeX TR2019-073 PDF Video
    • @inproceedings{Hongtao2019jul,
    • author = {Qiao, Hongtao and Nabi, Saleh and Laughman, Christopher R.},
    • title = {Performance Evaluation of HVAC Systems via Coupled Simulation between Modelica and OpenFOAM},
    • booktitle = {International Conference on Compressor and Refrigeration},
    • year = 2019,
    • month = jul,
    • url = {https://www.merl.com/publications/TR2019-073}
    • }
  •  Qiao, H., Nabi, S., Han, X., Laughman, C.R., "Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment", International Modelica Conference, March 2019.
    BibTeX TR2018-211 PDF
    • @inproceedings{Hongtao2019mar,
    • author = {Qiao, Hongtao and Nabi, Saleh and Han, Xu and Laughman, Christopher R.},
    • title = {Coupled Simulation of a Room Air-conditioner with CFD Models for Indoor Environment},
    • booktitle = {International Modelica Conference},
    • year = 2019,
    • month = mar,
    • url = {https://www.merl.com/publications/TR2018-211}
    • }
  •  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}
    • }
  •  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}
    • }
  •  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}
    • }
  •  Farahmand, A.-M., Nabi, S., Nikovski, D.N., "Deep Reinforcement Learning for Partial Differential Equation Control", American Control Conference (ACC), DOI: 10.23919/​ACC.2017.7963427, May 2017.
    BibTeX TR2017-063 PDF
    • @inproceedings{Farahmand2017may,
    • author = {Farahmand, Amir-massoud and Nabi, Saleh and Nikovski, Daniel N.},
    • title = {Deep Reinforcement Learning for Partial Differential Equation Control},
    • booktitle = {American Control Conference (ACC)},
    • year = 2017,
    • month = may,
    • doi = {10.23919/ACC.2017.7963427},
    • url = {https://www.merl.com/publications/TR2017-063}
    • }
  •  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}
    • }
  •  Laughman, C.R., Nabi, S., Grover, P., "A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces", ASHRAE Winter Conference, January 2016.
    BibTeX TR2016-018 PDF
    • @inproceedings{Laughman2016jan,
    • author = {Laughman, Christopher R. and Nabi, Saleh and Grover, Piyush},
    • title = {A Numerical Study of Refrigerant Dispersion in Single and Multiple Connected Spaces},
    • booktitle = {ASHRAE Winter Conference},
    • year = 2016,
    • month = jan,
    • url = {https://www.merl.com/publications/TR2016-018}
    • }
  •  Laughman, C.R., Grover, P., Nabi, S., "A Study of Refrigerant Dispersion in Occupied Spaces Under Parametric Variation", ASHRAE Annual Conference, June 2015, vol. 121.
    BibTeX TR2015-081 PDF
    • @inproceedings{Laughman2015jun2,
    • author = {Laughman, C.R. and Grover, P. and Nabi, S.},
    • title = {A Study of Refrigerant Dispersion in Occupied Spaces Under Parametric Variation},
    • booktitle = {ASHRAE Annual Conference},
    • year = 2015,
    • volume = 121,
    • month = jun,
    • url = {https://www.merl.com/publications/TR2015-081}
    • }