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BibTeX records: Hessam Babaee
@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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