Saviz Mowlavi

Saviz Mowlavi
  • MERL Publications

    •  Mowlavi, S., Benosman, M., Nabi, S., "Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems", International Conference on Learning Representations (ICLR) Workshop, April 2022.
      BibTeX TR2022-042 PDF
      • @inproceedings{Mowlavi2022apr,
      • author = {Mowlavi, Saviz and Benosman, Mouhacine and Nabi, Saleh},
      • title = {Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems},
      • booktitle = {International Conference on Learning Representations (ICLR) Workshop},
      • year = 2022,
      • month = apr,
      • url = {https://www.merl.com/publications/TR2022-042}
      • }
    •  Mowlavi, S., Nabi, S., "Optimal control of PDEs using physics-informed neural networks", arXiv, November 2021.
      BibTeX arXiv
      • @article{Mowlavi2021nov,
      • author = {Mowlavi, Saviz and Nabi, Saleh},
      • title = {Optimal control of PDEs using physics-informed neural networks},
      • journal = {arXiv},
      • year = 2021,
      • month = nov,
      • url = {https://arxiv.org/abs/2111.09880}
      • }
  • Other Publications

    •  Saviz Mowlavi, Mattia Serra, Enrico Maiorino and L Mahadevan, "Detecting Lagrangian coherent structures from sparse and noisy trajectory data", Journal of Fluid Mechanics, Vol. 948, pp. A4, 2022.
      BibTeX
      • @Article{mowlavi2022detecting,
      • author = {Mowlavi, Saviz and Serra, Mattia and Maiorino, Enrico and Mahadevan, L},
      • title = {Detecting Lagrangian coherent structures from sparse and noisy trajectory data},
      • journal = {Journal of Fluid Mechanics},
      • year = 2022,
      • volume = 948,
      • pages = {A4},
      • publisher = {Cambridge University Press}
      • }
    •  Saviz Mowlavi and Ken Kamrin, "Contact model for elastically anisotropic bodies and efficient implementation into the discrete element method", Granular Matter, Vol. 23, No. 2, pp. 1-29, 2021.
      BibTeX
      • @Article{mowlavi2021contact,
      • author = {Mowlavi, Saviz and Kamrin, Ken},
      • title = {Contact model for elastically anisotropic bodies and efficient implementation into the discrete element method},
      • journal = {Granular Matter},
      • year = 2021,
      • volume = 23,
      • number = 2,
      • pages = {1--29},
      • publisher = {Springer}
      • }
    •  Saviz Mowlavi and Ken Kamrin, "Interplay between hysteresis and nonlocality during onset and arrest of flow in granular materials", Soft Matter, Vol. 17, No. 31, pp. 7359-7375, 2021.
      BibTeX
      • @Article{mowlavi2021interplay,
      • author = {Mowlavi, Saviz and Kamrin, Ken},
      • title = {Interplay between hysteresis and nonlocality during onset and arrest of flow in granular materials},
      • journal = {Soft Matter},
      • year = 2021,
      • volume = 17,
      • number = 31,
      • pages = {7359--7375},
      • publisher = {Royal Society of Chemistry}
      • }
    •  Isha Shukla, Fan Wang, Saviz Mowlavi, Amy Guyomard, Xiangdong Liang, Steven G Johnson and J-C Nave, "Reduced model for capillary breakup with thermal gradients: Predictions and computational validation", Physics of Fluids, Vol. 33, No. 12, pp. 122003, 2021.
      BibTeX
      • @Article{shukla2021reduced,
      • author = {Shukla, Isha and Wang, Fan and Mowlavi, Saviz and Guyomard, Amy and Liang, Xiangdong and Johnson, Steven G and Nave, J-C},
      • title = {Reduced model for capillary breakup with thermal gradients: Predictions and computational validation},
      • journal = {Physics of Fluids},
      • year = 2021,
      • volume = 33,
      • number = 12,
      • pages = 122003,
      • publisher = {AIP Publishing LLC}
      • }
    •  Antoine Blanchard, Saviz Mowlavi and Themistoklis P Sapsis, "Control of linear instabilities by dynamically consistent order reduction on optimally time-dependent modes", Nonlinear Dynamics, Vol. 95, No. 4, pp. 2745-2764, 2019.
      BibTeX
      • @Article{blanchard2019control,
      • author = {Blanchard, Antoine and Mowlavi, Saviz and Sapsis, Themistoklis P},
      • title = {Control of linear instabilities by dynamically consistent order reduction on optimally time-dependent modes},
      • journal = {Nonlinear Dynamics},
      • year = 2019,
      • volume = 95,
      • number = 4,
      • pages = {2745--2764},
      • publisher = {Springer}
      • }
    •  Saviz Mowlavi, Isha Shukla, P-T Brun and François Gallaire, "Particle size selection in capillary instability of locally heated coaxial fiber", Physical Review Fluids, Vol. 4, No. 6, pp. 064003, 2019.
      BibTeX
      • @Article{mowlavi2019particle,
      • author = {Mowlavi, Saviz and Shukla, Isha and Brun, P-T and Gallaire, Fran{\c{c}}ois},
      • title = {Particle size selection in capillary instability of locally heated coaxial fiber},
      • journal = {Physical Review Fluids},
      • year = 2019,
      • volume = 4,
      • number = 6,
      • pages = 064003,
      • publisher = {APS}
      • }
    •  Cristóbal Arratia, Saviz Mowlavi and François Gallaire, "Absolute/convective secondary instabilities and the role of confinement in free shear layers", Physical Review Fluids, Vol. 3, No. 5, pp. 053901, 2018.
      BibTeX
      • @Article{arratia2018absolute,
      • author = {Arratia, Crist{\'o}bal and Mowlavi, Saviz and Gallaire, Fran{\c{c}}ois},
      • title = {Absolute/convective secondary instabilities and the role of confinement in free shear layers},
      • journal = {Physical Review Fluids},
      • year = 2018,
      • volume = 3,
      • number = 5,
      • pages = 053901,
      • publisher = {APS}
      • }
    •  Saviz Mowlavi and Themistoklis P Sapsis, "Model order reduction for stochastic dynamical systems with continuous symmetries", SIAM Journal on Scientific Computing, Vol. 40, No. 3, pp. A1669-A1695, 2018.
      BibTeX
      • @Article{mowlavi2018model,
      • author = {Mowlavi, Saviz and Sapsis, Themistoklis P},
      • title = {Model order reduction for stochastic dynamical systems with continuous symmetries},
      • journal = {SIAM Journal on Scientific Computing},
      • year = 2018,
      • volume = 40,
      • number = 3,
      • pages = {A1669--A1695},
      • publisher = {SIAM}
      • }
    •  Saviz Mowlavi, Cristóbal Arratia and François Gallaire, "Spatio-temporal stability of the Kármán vortex street and the effect of confinement", Journal of Fluid Mechanics, Vol. 795, pp. 187-209, 2016.
      BibTeX
      • @Article{mowlavi2016spatio,
      • author = {Mowlavi, Saviz and Arratia, Crist{\'o}bal and Gallaire, Fran{\c{c}}ois},
      • title = {Spatio-temporal stability of the Kármán vortex street and the effect of confinement},
      • journal = {Journal of Fluid Mechanics},
      • year = 2016,
      • volume = 795,
      • pages = {187--209},
      • publisher = {Cambridge University Press}
      • }
    •  S Mowlavi, J Engmann, A Burbidge, R Lloyd, P Hayoun, B Le Reverend and M Ramaioli, "In vivo observations and in vitro experiments on the oral phase of swallowing of Newtonian and shear-thinning liquids", Journal of Biomechanics, Vol. 49, No. 16, pp. 3788-3795, 2016.
      BibTeX
      • @Article{mowlavi2016vivo,
      • author = {Mowlavi, S and Engmann, J and Burbidge, A and Lloyd, R and Hayoun, P and Le Reverend, B and Ramaioli, M},
      • title = {In vivo observations and in vitro experiments on the oral phase of swallowing of Newtonian and shear-thinning liquids},
      • journal = {Journal of Biomechanics},
      • year = 2016,
      • volume = 49,
      • number = 16,
      • pages = {3788--3795},
      • publisher = {Elsevier}
      • }
    •  P Hayoun, J Engmann, S Mowlavi, B Le Reverend, A Burbidge and M Ramaioli, "A model experiment to understand the oral phase of swallowing of Newtonian liquids", Journal of biomechanics, Vol. 48, No. 14, pp. 3922-3928, 2015.
      BibTeX
      • @Article{hayoun2015model,
      • author = {Hayoun, P and Engmann, J and Mowlavi, S and Le Reverend, B and Burbidge, A and Ramaioli, M},
      • title = {A model experiment to understand the oral phase of swallowing of Newtonian liquids},
      • journal = {Journal of biomechanics},
      • year = 2015,
      • volume = 48,
      • number = 14,
      • pages = {3922--3928},
      • publisher = {Elsevier}
      • }