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BibTeX records: Søren Taverniers
@article{DBLP:journals/jocs/MirjaliliTCBM23, author = {Shahab Mirjalili and S{\o}ren Taverniers and Henry Collis and Morad Behandish and Ali Mani}, title = {Inverse asymptotic treatment: Capturing discontinuities in fluid flows via equation modification}, journal = {J. Comput. Sci.}, volume = {73}, pages = {102141}, year = {2023}, url = {https://doi.org/10.1016/j.jocs.2023.102141}, doi = {10.1016/J.JOCS.2023.102141}, timestamp = {Mon, 13 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jocs/MirjaliliTCBM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-03665, author = {S{\o}ren Taverniers and Svyatoslav Korneev and Kyle M. Pietrzyk and Morad Behandish}, title = {Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning}, journal = {CoRR}, volume = {abs/2202.03665}, year = {2022}, url = {https://arxiv.org/abs/2202.03665}, eprinttype = {arXiv}, eprint = {2202.03665}, timestamp = {Thu, 10 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-03665.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/HallTKT21, author = {Eric Joseph Hall and S{\o}ren Taverniers and Markos A. Katsoulakis and Daniel M. Tartakovsky}, title = {GINNs: Graph-Informed Neural Networks for multiscale physics}, journal = {J. Comput. Phys.}, volume = {433}, pages = {110192}, year = {2021}, url = {https://doi.org/10.1016/j.jcp.2021.110192}, doi = {10.1016/J.JCP.2021.110192}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/HallTKT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersHKT21, author = {S{\o}ren Taverniers and Eric Joseph Hall and Markos A. Katsoulakis and Daniel M. Tartakovsky}, title = {Mutual information for explainable deep learning of multiscale systems}, journal = {J. Comput. Phys.}, volume = {444}, pages = {110551}, year = {2021}, url = {https://doi.org/10.1016/j.jcp.2021.110551}, doi = {10.1016/J.JCP.2021.110551}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersHKT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/TaverniersHKT21, author = {S{\o}ren Taverniers and Eric Joseph Hall and Markos A. Katsoulakis and Daniel M. Tartakovsky}, title = {Graph-Informed Neural Networks}, booktitle = {Proceedings of the {AAAI} 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021}, year = {2021}, crossref = {DBLP:conf/aaaiss/2021mlps}, url = {https://ceur-ws.org/Vol-2964/article\_86.pdf}, timestamp = {Wed, 12 Jun 2024 21:04:48 +0200}, biburl = {https://dblp.org/rec/conf/aaaiss/TaverniersHKT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersT20, author = {S{\o}ren Taverniers and Daniel M. Tartakovsky}, title = {Estimation of distributions via multilevel Monte Carlo with stratified sampling}, journal = {J. Comput. Phys.}, volume = {419}, pages = {109572}, year = {2020}, url = {https://doi.org/10.1016/j.jcp.2020.109572}, doi = {10.1016/J.JCP.2020.109572}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-14807, author = {Eric Joseph Hall and S{\o}ren Taverniers and Markos A. Katsoulakis and Daniel M. Tartakovsky}, title = {GINNs: Graph-Informed Neural Networks for Multiscale Physics}, journal = {CoRR}, volume = {abs/2006.14807}, year = {2020}, url = {https://arxiv.org/abs/2006.14807}, eprinttype = {arXiv}, eprint = {2006.14807}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-14807.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-04570, author = {S{\o}ren Taverniers and Eric Joseph Hall and Markos A. Katsoulakis and Daniel M. Tartakovsky}, title = {Mutual Information for Explainable Deep Learning of Multiscale Systems}, journal = {CoRR}, volume = {abs/2009.04570}, year = {2020}, url = {https://arxiv.org/abs/2009.04570}, eprinttype = {arXiv}, eprint = {2009.04570}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-04570.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersUJ19, author = {S{\o}ren Taverniers and H. S. Udaykumar and Gustaaf B. Jacobs}, title = {Two-way coupled Cloud-In-Cell modeling of non-isothermal particle-laden flows: {A} Subgrid Particle-Averaged Reynolds Stress-Equivalent {(SPARSE)} formulation}, journal = {J. Comput. Phys.}, volume = {390}, pages = {595--618}, year = {2019}, url = {https://doi.org/10.1016/j.jcp.2019.01.001}, doi = {10.1016/J.JCP.2019.01.001}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersUJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-00126, author = {S{\o}ren Taverniers and Daniel M. Tartakovsky}, title = {Estimation of distributions via multilevel Monte Carlo with stratified sampling}, journal = {CoRR}, volume = {abs/1906.00126}, year = {2019}, url = {http://arxiv.org/abs/1906.00126}, eprinttype = {arXiv}, eprint = {1906.00126}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-00126.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersT17, author = {S{\o}ren Taverniers and Daniel M. Tartakovsky}, title = {A tightly-coupled domain-decomposition approach for highly nonlinear stochastic multiphysics systems}, journal = {J. Comput. Phys.}, volume = {330}, pages = {884--901}, year = {2017}, url = {https://doi.org/10.1016/j.jcp.2016.10.052}, doi = {10.1016/J.JCP.2016.10.052}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersT17a, author = {S{\o}ren Taverniers and Daniel M. Tartakovsky}, title = {Impact of parametric uncertainty on estimation of the energy deposition into an irradiated brain tumor}, journal = {J. Comput. Phys.}, volume = {348}, pages = {139--150}, year = {2017}, url = {https://doi.org/10.1016/j.jcp.2017.07.008}, doi = {10.1016/J.JCP.2017.07.008}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersT17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersPT16, author = {S{\o}ren Taverniers and Alexander Y. Pigarov and Daniel M. Tartakovsky}, title = {Conservative tightly-coupled simulations of stochastic multiscale systems}, journal = {J. Comput. Phys.}, volume = {313}, pages = {400--414}, year = {2016}, url = {https://doi.org/10.1016/j.jcp.2016.02.047}, doi = {10.1016/J.JCP.2016.02.047}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersPT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/TaverniersAT14, author = {S{\o}ren Taverniers and Francis J. Alexander and Daniel M. Tartakovsky}, title = {Noise propagation in hybrid models of nonlinear systems: The Ginzburg-Landau equation}, journal = {J. Comput. Phys.}, volume = {262}, pages = {313--324}, year = {2014}, url = {https://doi.org/10.1016/j.jcp.2014.01.015}, doi = {10.1016/J.JCP.2014.01.015}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcphy/TaverniersAT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aaaiss/2021mlps, editor = {Jonghyun Lee and Eric F. Darve and Peter K. Kitanidis and Michael W. Mahoney and Anuj Karpatne and Matthew W. Farthing and Tyler J. Hesser}, title = {Proceedings of the {AAAI} 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021}, series = {{CEUR} Workshop Proceedings}, volume = {2964}, publisher = {CEUR-WS.org}, year = {2021}, url = {https://ceur-ws.org/Vol-2964}, urn = {urn:nbn:de:0074-2964-3}, timestamp = {Thu, 26 Sep 2024 13:01:10 +0200}, biburl = {https://dblp.org/rec/conf/aaaiss/2021mlps.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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