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research_details [2020/05/07 15:43]
jthaler [Data Science and Machine Learning]
research_details [2020/07/24 01:14]
jthaler [Data Science and Machine Learning]
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 Machine learning has impacted many scientific fields, and particle physics is no exception. ​ In my research, I aim to enhance the search for new phenomena at colliders by merging the performance of deep learning algorithms with the robustness of "deep thinking"​ approaches. Machine learning has impacted many scientific fields, and particle physics is no exception. ​ In my research, I aim to enhance the search for new phenomena at colliders by merging the performance of deep learning algorithms with the robustness of "deep thinking"​ approaches.
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 +  * **A Neural Resampler for Monte Carlo Reweighting with Preserved Uncertainties**. \\ Benjamin Nachman and Jesse Thaler. \\ [[https://​arxiv.org/​abs/​2007.11586|arXiv:​2007.11586]].
  
   * **A Robust Measure of Event Isotropy at Colliders**. \\ Cari Cesarotti and Jesse Thaler. \\ [[https://​arxiv.org/​abs/​2004.06125|arXiv:​2004.06125]].   * **A Robust Measure of Event Isotropy at Colliders**. \\ Cari Cesarotti and Jesse Thaler. \\ [[https://​arxiv.org/​abs/​2004.06125|arXiv:​2004.06125]].
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 ===== Quantum Computation for Colliders ===== ===== Quantum Computation for Colliders =====
  
-  * **Quantum Algorithms for Jet Clustering**. ​ \\ Annie Y. Wei, Preksha Naik, Aram W. Harrow, and Jesse Thaler. \\ [[https://​arxiv.org/​abs/​1908.08949|arXiv:​1908.08949]].+  * **Quantum Algorithms for Jet Clustering**. ​ \\ Annie Y. Wei, Preksha Naik, Aram W. Harrow, and Jesse Thaler. \\ [[http://​dx.doi.org/​10.1103/​PhysRevD.101.094015|Phys. Rev. D101:094015 (2020)]], ​[[https://​arxiv.org/​abs/​1908.08949|arXiv:​1908.08949]].
  
  
research_details.txt ยท Last modified: 2020/08/25 01:32 by jthaler