Хайлтын үр дүнгүүд - Daniel Ratner

Adaptive X-ray imaging with reinforcement learning -н Tobias Boltz, Daniel Ratner, Samuel M. Webb

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Coincident learning for unsupervised anomaly detection of scientific instruments -н Ryan Humble, Zhe Zhang, Finn O’Shea, Eric Darve, Daniel Ratner

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Coincidence anomaly detection for unsupervised locating of edge localized modes in the DIII-D tokamak dataset -н Finn H O’Shea, Semin Joung, David R Smith, Daniel Ratner, Ryan Coffee

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Data driven drift correction for complex optical systems -н Aashwin Mishra, Matthew Seaberg, Ryan Roussel, Sanghoon Song, Auralee Edelen, Daniel Ratner, Apurva Mehta

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Differentiable simulation of a liquid argon time projection chamber -н Sean Gasiorowski, Yifan Chen, Youssef Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao

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Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives -н Sara Ayoub Miskovich, Willie Neiswanger, William Colocho, Claudio Emma, Jacqueline Garrahan, Timothy Maxwell, Christopher Mayes, Stefano Ermon, Auralee Edelen, Daniel Ratner

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Leveraging prior mean models for faster Bayesian optimization of particle accelerators -н Tobias Boltz, Jose L. Martinez, Connie Xu, Kathryn R. L. Baker, Zihan Zhu, Jenny Morgan, Ryan Roussel, Daniel Ratner, Brahim Mustapha, Auralee L. Edelen

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Coincident learning for beam-based rf station fault identification using phase information at the SLAC linac coherent light source -н Jia Liang, William Colocho, Franz-Josef Decker, Ryan Humble, Ben Morris, Finn H. O’Shea, David A. Steele, Zhe Zhang, Eric Darve, Daniel Ratner

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Targeted materials discovery using Bayesian algorithm execution -н Sathya R. Chitturi, Akash Ramdas, Yue Wu, Brian Rohr, Stefano Ermon, Jennifer Dionne, Felipe H. da Jornada, Mike Dunne, Christopher Tassone, Willie Neiswanger, Daniel Ratner

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Capturing dynamical correlations using implicit neural representations -н Sathya R. Chitturi, Zhurun Ji, Alexander N. Petsch, Cheng Peng, Zhantao Chen, Rajan Plumley, Mike Dunne, Sougata Mardanya, Sugata Chowdhury, Hongwei Chen, Arun Bansil, Adrian Feiguin, Alexander I. Kolesnikov, Dharmalingam Prabhakaran, Stephen M. Hayden, Daniel Ratner, Chunjing Jia, Youssef Nashed, Joshua J. Turner

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Bayesian optimization algorithms for accelerator physics -н Ryan Roussel, Auralee L. Edelen, Tobias Boltz, Dylan Kennedy, Zhe Zhang, Fuhao Ji, Xiaobiao Huang, Daniel Ratner, Andrea Santamaria Garcia, Chenran Xu, Jan Kaiser, Angel Ferran Pousa, Annika Eichler, Jannis O. Lübsen, Natalie M. Isenberg, Yuan Gao, Nikita Kuklev, Jose Martinez, Brahim Mustapha, Verena Kain, Christopher Mayes, Weijian Lin, Simone Maria Liuzzo, Jason St. John, Matthew J. V. Streeter, Remi Lehe, Willie Neiswanger

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