BibTeX records: H. S. Udaykumar

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@article{DBLP:journals/corr/abs-2402-12503,
  author       = {Phong C. H. Nguyen and
                  Xinlun Cheng and
                  Shahab Azarfar and
                  Pradeep K. Seshadri and
                  Yen Thi Nguyen and
                  Munho Kim and
                  Sanghun Choi and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {PARCv2: Physics-aware Recurrent Convolutional Neural Networks for
                  Spatiotemporal Dynamics Modeling},
  journal      = {CoRR},
  volume       = {abs/2402.12503},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.12503},
  doi          = {10.48550/ARXIV.2402.12503},
  eprinttype    = {arXiv},
  eprint       = {2402.12503},
  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-12503.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcise/NguyenCUB23,
  author       = {Phong C. H. Nguyen and
                  Joseph B. Choi and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {Challenges and Opportunities for Machine Learning in Multiscale Computational
                  Modeling},
  journal      = {J. Comput. Inf. Sci. Eng.},
  volume       = {23},
  number       = {6},
  year         = {2023},
  url          = {https://doi.org/10.1115/1.4062495},
  doi          = {10.1115/1.4062495},
  timestamp    = {Tue, 15 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcise/NguyenCUB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12261,
  author       = {Phong C. H. Nguyen and
                  Joseph B. Choi and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {Challenges and opportunities for machine learning in multiscale computational
                  modeling},
  journal      = {CoRR},
  volume       = {abs/2303.12261},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.12261},
  doi          = {10.48550/ARXIV.2303.12261},
  eprinttype    = {arXiv},
  eprint       = {2303.12261},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-12261.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07234,
  author       = {Phong C. H. Nguyen and
                  Joseph B. Choi and
                  Yen Thi Nguyen and
                  Pradeep K. Seshadri and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {Physics-Aware Recurrent Convolutional {(PARC)} Neural Networks to
                  Assimilate Meso-scale Reactive Mechanics of Energetic Materials},
  journal      = {CoRR},
  volume       = {abs/2204.07234},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.07234},
  doi          = {10.48550/ARXIV.2204.07234},
  eprinttype    = {arXiv},
  eprint       = {2204.07234},
  timestamp    = {Wed, 20 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-07234.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04561,
  author       = {Phong C. H. Nguyen and
                  Yen Thi Nguyen and
                  Pradeep K. Seshadri and
                  Joseph B. Choi and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {A physics-aware deep learning model for energy localization in multiscale
                  shock-to-detonation simulations of heterogeneous energetic materials},
  journal      = {CoRR},
  volume       = {abs/2211.04561},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.04561},
  doi          = {10.48550/ARXIV.2211.04561},
  eprinttype    = {arXiv},
  eprint       = {2211.04561},
  timestamp    = {Thu, 17 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-04561.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08179,
  author       = {Joseph B. Choi and
                  Phong C. H. Nguyen and
                  Oishik Sen and
                  H. S. Udaykumar and
                  Stephen Baek},
  title        = {Artificial intelligence approaches for materials-by-design of energetic
                  materials: state-of-the-art, challenges, and future directions},
  journal      = {CoRR},
  volume       = {abs/2211.08179},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.08179},
  doi          = {10.48550/ARXIV.2211.08179},
  eprinttype    = {arXiv},
  eprint       = {2211.08179},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-08179.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/DasU20,
  author       = {Pratik Das and
                  H. S. Udaykumar},
  title        = {A sharp-interface method for the simulation of shock-induced vaporization
                  of droplets},
  journal      = {J. Comput. Phys.},
  volume       = {405},
  pages        = {109005},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.jcp.2019.109005},
  doi          = {10.1016/J.JCP.2019.109005},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/DasU20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04814,
  author       = {Sehyun Chun and
                  Sidhartha Roy and
                  Yen Thi Nguyen and
                  Joseph B. Choi and
                  H. S. Udaykumar and
                  Stephen S. Baek},
  title        = {Deep learning for synthetic microstructure generation in a materials-by-design
                  framework for heterogeneous energetic materials},
  journal      = {CoRR},
  volume       = {abs/2004.04814},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.04814},
  eprinttype    = {arXiv},
  eprint       = {2004.04814},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-04814.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/jcphy/SenGCJU18,
  author       = {Oishik Sen and
                  Nicholas J. Gaul and
                  K. K. Choi and
                  Gustaaf Jacobs and
                  H. S. Udaykumar},
  title        = {Evaluation of multifidelity surrogate modeling techniques to construct
                  closure laws for drag in shock-particle interactions},
  journal      = {J. Comput. Phys.},
  volume       = {371},
  pages        = {434--451},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.jcp.2018.05.039},
  doi          = {10.1016/J.JCP.2018.05.039},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/SenGCJU18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/SenGCJU17,
  author       = {Oishik Sen and
                  Nicholas J. Gaul and
                  K. K. Choi and
                  Gustaaf Jacobs and
                  H. S. Udaykumar},
  title        = {Evaluation of kriging based surrogate models constructed from mesoscale
                  computations of shock interaction with particles},
  journal      = {J. Comput. Phys.},
  volume       = {336},
  pages        = {235--260},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.jcp.2017.01.046},
  doi          = {10.1016/J.JCP.2017.01.046},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/SenGCJU17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/SenDJU15,
  author       = {Oishik Sen and
                  Sean Davis and
                  Gustaaf Jacobs and
                  H. S. Udaykumar},
  title        = {Evaluation of convergence behavior of metamodeling techniques for
                  bridging scales in multi-scale multimaterial simulation},
  journal      = {J. Comput. Phys.},
  volume       = {294},
  pages        = {585--604},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.jcp.2015.03.043},
  doi          = {10.1016/J.JCP.2015.03.043},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/SenDJU15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/SambasivanKU13,
  author       = {S. Sambasivan and
                  A. Kapahi and
                  H. S. Udaykumar},
  title        = {Simulation of high speed impact, penetration and fragmentation problems
                  on locally refined Cartesian grids},
  journal      = {J. Comput. Phys.},
  volume       = {235},
  pages        = {334--370},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.jcp.2012.10.031},
  doi          = {10.1016/J.JCP.2012.10.031},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcphy/SambasivanKU13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/KapahiSU13,
  author       = {A. Kapahi and
                  S. Sambasivan and
                  H. S. Udaykumar},
  title        = {A three-dimensional sharp interface Cartesian grid method for solving
                  high speed multi-material impact, penetration and fragmentation problems},
  journal      = {J. Comput. Phys.},
  volume       = {241},
  pages        = {308--332},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.jcp.2013.01.007},
  doi          = {10.1016/J.JCP.2013.01.007},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcphy/KapahiSU13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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