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Cherkaev, Elena

  1. Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs
    2022/04/19 by Baker, Justin, Xia, Hedi, Wang, Yiwei +7 · 3 citations
    #65L04 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #I.2 #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  2. Learning POD of Complex Dynamics Using Heavy-ball Neural ODEs
    2022/02/24 by Baker, Justin, Cherkaev, Elena, Narayan, Akil +1 · 2 citations
    #65Zxx #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  3. Solving inverse scattering problems via reduced-order model embedding procedures
    2023/06/14 by Jörn Zimmerling, Vladimir Druskin, Zimmerling, Jörn +7 · 1 citation
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #37N30 #65L09 #65N21 #86A22 #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques