Publications

14 / 2,868 publications found.


  •  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 Download PDFAbout TR2019-151
    • @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, November 2019.
    BibTeX Download PDFAbout TR2019-152
    • @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,
    • month = nov,
    • 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, October 2019.
    BibTeX Download PDFAbout TR2019-130
    • @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,
    • 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 Download PDFAbout TR2019-073
    • @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 Download PDFAbout TR2018-211
    • @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 Download PDFAbout TR2018-170
    • @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 Download PDFAbout TR2018-101
    • @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}
    • }
  •  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," Tech. Rep. TR2018-028, arXiv, February 2018.
    BibTeX Download PDFAbout TR2018-028
    • @techreport{Pan2018feb,
    • 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},
    • journal = {arXiv},
    • year = 2018,
    • month = feb,
    • url = {https://www.merl.com/publications/TR2018-028}
    • }
  •  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 Download PDFAbout TR2017-076
    • @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 Download PDFAbout TR2017-086
    • @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,
    • 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 Download PDFAbout TR2017-063
    • @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 Download PDFAbout TR2016-145
    • @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 Download PDFAbout TR2016-018
    • @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 Download PDFAbout TR2015-081
    • @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}
    • }