BibTeX records: Hessam Babaee

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@article{DBLP:journals/corr/abs-2401-04249,
  author       = {Behzad Ghahremani and
                  Hessam Babaee},
  title        = {A {DEIM} Tucker Tensor Cross Algorithm and its Application to Dynamical
                  Low-Rank Approximation},
  journal      = {CoRR},
  volume       = {abs/2401.04249},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.04249},
  doi          = {10.48550/ARXIV.2401.04249},
  eprinttype    = {arXiv},
  eprint       = {2401.04249},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-04249.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PatilB23,
  author       = {Prerna Patil and
                  Hessam Babaee},
  title        = {Reduced-Order Modeling with Time-Dependent Bases for PDEs with Stochastic
                  Boundary Conditions},
  journal      = {{SIAM/ASA} J. Uncertain. Quantification},
  volume       = {11},
  number       = {3},
  pages        = {727--756},
  year         = {2023},
  url          = {https://doi.org/10.1137/21m1468097},
  doi          = {10.1137/21M1468097},
  timestamp    = {Tue, 02 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/juq/PatilB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12645,
  author       = {Somdatta Goswami and
                  Ameya D. Jagtap and
                  Hessam Babaee and
                  Bryan T. Susi and
                  George Em Karniadakis},
  title        = {Learning stiff chemical kinetics using extended deep neural operators},
  journal      = {CoRR},
  volume       = {abs/2302.12645},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.12645},
  doi          = {10.48550/ARXIV.2302.12645},
  eprinttype    = {arXiv},
  eprint       = {2302.12645},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-12645.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04291,
  author       = {Michael Donello and
                  G. Palkar and
                  Mohammad Hossein Naderi and
                  David C. Del Rey Fern{\'{a}}ndez and
                  Hessam Babaee},
  title        = {{CUR} Decomposition for Scalable Rank-Adaptive Reduced-Order Modeling
                  of Nonlinear Stochastic PDEs with Time-Dependent Bases},
  journal      = {CoRR},
  volume       = {abs/2305.04291},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.04291},
  doi          = {10.48550/ARXIV.2305.04291},
  eprinttype    = {arXiv},
  eprint       = {2305.04291},
  timestamp    = {Fri, 12 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-04291.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00790,
  author       = {Alireza Amiri{-}Margavi and
                  Hessam Babaee},
  title        = {Low-Rank Solution Operator for Forced Linearized Dynamics with Unsteady
                  Base Flows},
  journal      = {CoRR},
  volume       = {abs/2312.00790},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.00790},
  doi          = {10.48550/ARXIV.2312.00790},
  eprinttype    = {arXiv},
  eprint       = {2312.00790},
  timestamp    = {Tue, 02 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-00790.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/AshtianiMB22,
  author       = {Shaghayegh Zamani Ashtiani and
                  Mujeeb R. Malik and
                  Hessam Babaee},
  title        = {Scalable \emph{in situ} compression of transient simulation data using
                  time-dependent bases},
  journal      = {J. Comput. Phys.},
  volume       = {468},
  pages        = {111457},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.jcp.2022.111457},
  doi          = {10.1016/J.JCP.2022.111457},
  timestamp    = {Sat, 10 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/AshtianiMB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/DonelloCB22,
  author       = {Michael Donello and
                  Mark H. Carpenter and
                  Hessam Babaee},
  title        = {Computing Sensitivities in Evolutionary Systems: {A} Real-Time Reduced
                  Order Modeling Strategy},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {44},
  number       = {1},
  pages        = {128},
  year         = {2022},
  url          = {https://doi.org/10.1137/20m1388565},
  doi          = {10.1137/20M1388565},
  timestamp    = {Thu, 30 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/DonelloCB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SarabianBL22,
  author       = {Mohammad Sarabian and
                  Hessam Babaee and
                  Kaveh Laksari},
  title        = {Physics-Informed Neural Networks for Brain Hemodynamic Predictions
                  Using Medical Imaging},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {41},
  number       = {9},
  pages        = {2285--2303},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMI.2022.3161653},
  doi          = {10.1109/TMI.2022.3161653},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/SarabianBL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06958,
  author       = {Shaghayegh Zamani Ashtiani and
                  Mujeeb R. Malik and
                  Hessam Babaee},
  title        = {Scalable In Situ Compression of Transient Simulation Data Using Time-Dependent
                  Bases},
  journal      = {CoRR},
  volume       = {abs/2201.06958},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.06958},
  eprinttype    = {arXiv},
  eprint       = {2201.06958},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-06958.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10656,
  author       = {Mohammad Hossein Naderi and
                  Hessam Babaee},
  title        = {Adaptive sparse interpolation for accelerating nonlinear stochastic
                  reduced-order modeling with time-dependent bases},
  journal      = {CoRR},
  volume       = {abs/2207.10656},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.10656},
  doi          = {10.48550/ARXIV.2207.10656},
  eprinttype    = {arXiv},
  eprint       = {2207.10656},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-10656.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/MengBK21,
  author       = {Xuhui Meng and
                  Hessam Babaee and
                  George Em Karniadakis},
  title        = {Multi-fidelity Bayesian neural networks: Algorithms and applications},
  journal      = {J. Comput. Phys.},
  volume       = {438},
  pages        = {110361},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.jcp.2021.110361},
  doi          = {10.1016/J.JCP.2021.110361},
  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/MengBK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03847,
  author       = {Donya Ramezanian and
                  Arash G. Nouri and
                  Hessam Babaee},
  title        = {On-the-fly Reduced Order Modeling of Passive and Reactive Species
                  via Time-Dependent Manifolds},
  journal      = {CoRR},
  volume       = {abs/2101.03847},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.03847},
  eprinttype    = {arXiv},
  eprint       = {2101.03847},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-03847.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11498,
  author       = {Mohammad Sarabian and
                  Hessam Babaee and
                  Kaveh Laksari},
  title        = {Physics-informed neural networks for improving cerebral hemodynamics
                  predictions},
  journal      = {CoRR},
  volume       = {abs/2108.11498},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.11498},
  eprinttype    = {arXiv},
  eprint       = {2108.11498},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-11498.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14326,
  author       = {Prerna Patil and
                  Hessam Babaee},
  title        = {Reduced order modeling with time-dependent bases for PDEs with stochastic
                  boundary conditions},
  journal      = {CoRR},
  volume       = {abs/2112.14326},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.14326},
  eprinttype    = {arXiv},
  eprint       = {2112.14326},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-14326.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/PatilB20,
  author       = {Prerna Patil and
                  Hessam Babaee},
  title        = {Real-time reduced-order modeling of stochastic partial differential
                  equations via time-dependent subspaces},
  journal      = {J. Comput. Phys.},
  volume       = {415},
  pages        = {109511},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.jcp.2020.109511},
  doi          = {10.1016/J.JCP.2020.109511},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/PatilB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13294,
  author       = {Xuhui Meng and
                  Hessam Babaee and
                  George Em Karniadakis},
  title        = {Multi-fidelity Bayesian Neural Networks: Algorithms and Applications},
  journal      = {CoRR},
  volume       = {abs/2012.13294},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.13294},
  eprinttype    = {arXiv},
  eprint       = {2012.13294},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-13294.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/ZhangBK18,
  author       = {Dongkun Zhang and
                  Hessam Babaee and
                  George E. Karniadakis},
  title        = {Stochastic Domain Decomposition via Moment Minimization},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {40},
  number       = {4},
  pages        = {A2152--A2173},
  year         = {2018},
  url          = {https://doi.org/10.1137/17M1160756},
  doi          = {10.1137/17M1160756},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/ZhangBK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07095,
  author       = {Maziar Raissi and
                  Hessam Babaee and
                  Peyman Givi},
  title        = {Deep Learning of Turbulent Scalar Mixing},
  journal      = {CoRR},
  volume       = {abs/1811.07095},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.07095},
  eprinttype    = {arXiv},
  eprint       = {1811.07095},
  timestamp    = {Mon, 26 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-07095.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BabaeeCSK17,
  author       = {Hessam Babaee and
                  Minseok Choi and
                  Themistoklis P. Sapsis and
                  George E. Karniadakis},
  title        = {A robust bi-orthogonal/dynamically-orthogonal method using the covariance
                  pseudo-inverse with application to stochastic flow problems},
  journal      = {J. Comput. Phys.},
  volume       = {344},
  pages        = {303--319},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.jcp.2017.04.057},
  doi          = {10.1016/J.JCP.2017.04.057},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/BabaeeCSK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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