BibTeX records: Alexander Wikner

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@article{DBLP:journals/corr/abs-2509-26282,
  author       = {Anthony Y. Zhou and
                  Alexander Wikner and
                  Amaury Lancelin and
                  Pedram Hassanzadeh and
                  Amir Barati Farimani},
  title        = {Reframing Generative Models for Physical Systems using Stochastic
                  Interpolants},
  journal      = {CoRR},
  volume       = {abs/2509.26282},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.26282},
  doi          = {10.48550/ARXIV.2509.26282},
  eprinttype   = {arXiv},
  eprint       = {2509.26282},
  timestamp    = {Tue, 21 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-26282.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nn/WiknerHGHPAO24,
  author       = {Alexander Wikner and
                  Joseph Harvey and
                  Michelle Girvan and
                  Brian R. Hunt and
                  Andrew Pomerance and
                  Thomas M. Antonsen Jr. and
                  Edward Ott},
  title        = {Stabilizing machine learning prediction of dynamics: Novel noise-inspired
                  regularization tested with reservoir computing},
  journal      = {Neural Networks},
  volume       = {170},
  pages        = {94--110},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.neunet.2023.10.054},
  doi          = {10.1016/J.NEUNET.2023.10.054},
  timestamp    = {Thu, 07 May 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/WiknerHGHPAO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Wikner23,
  author       = {Alexander Wikner},
  title        = {Combining Physics-based Modeling, Machine Learning, and Data Assimilation
                  for Forecasting Large, Complex, Spatiotemporally Chaotic Systems},
  school       = {University of Maryland, College Park, MD, {USA}},
  year         = {2023},
  url          = {http://hdl.handle.net/1903/31733},
  doi          = {10.13016/BZX2-XO24},
  timestamp    = {Wed, 12 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Wikner23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-16231,
  author       = {Dhruvit Patel and
                  Alexander Wikner},
  title        = {Attention-Based Ensemble Pooling for Time Series Forecasting},
  journal      = {CoRR},
  volume       = {abs/2310.16231},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.16231},
  doi          = {10.48550/ARXIV.2310.16231},
  eprinttype   = {arXiv},
  eprint       = {2310.16231},
  timestamp    = {Tue, 31 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-16231.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-05262,
  author       = {Alexander Wikner and
                  Brian R. Hunt and
                  Joseph Harvey and
                  Michelle Girvan and
                  Edward Ott},
  title        = {Stabilizing Machine Learning Prediction of Dynamics: Noise and Noise-inspired
                  Regularization},
  journal      = {CoRR},
  volume       = {abs/2211.05262},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.05262},
  doi          = {10.48550/ARXIV.2211.05262},
  eprinttype   = {arXiv},
  eprint       = {2211.05262},
  timestamp    = {Tue, 15 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-05262.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-07819,
  author       = {Alexander Wikner and
                  Jaideep Pathak and
                  Brian R. Hunt and
                  Istvan Szunyogh and
                  Michelle Girvan and
                  Edward Ott},
  title        = {Using Data Assimilation to Train a Hybrid Forecast System that Combines
                  Machine-Learning and Knowledge-Based Components},
  journal      = {CoRR},
  volume       = {abs/2102.07819},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.07819},
  eprinttype   = {arXiv},
  eprint       = {2102.07819},
  timestamp    = {Thu, 18 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-07819.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2002-05514,
  author       = {Alexander Wikner and
                  Jaideep Pathak and
                  Brian R. Hunt and
                  Michelle Girvan and
                  Troy Arcomano and
                  Istvan Szunyogh and
                  Andrew Pomerance and
                  Edward Ott},
  title        = {Combining Machine Learning with Knowledge-Based Modeling for Scalable
                  Forecasting and Subgrid-Scale Closure of Large, Complex, Spatiotemporal
                  Systems},
  journal      = {CoRR},
  volume       = {abs/2002.05514},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.05514},
  eprinttype   = {arXiv},
  eprint       = {2002.05514},
  timestamp    = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-05514.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-04779,
  author       = {Jaideep Pathak and
                  Alexander Wikner and
                  Rebeckah Fussell and
                  Sarthak Chandra and
                  Brian R. Hunt and
                  Michelle Girvan and
                  Edward Ott},
  title        = {Hybrid Forecasting of Chaotic Processes: Using Machine Learning in
                  Conjunction with a Knowledge-Based Model},
  journal      = {CoRR},
  volume       = {abs/1803.04779},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.04779},
  eprinttype   = {arXiv},
  eprint       = {1803.04779},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-04779.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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