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Sulzer, Immanuel

  1. Speeding up astrochemical reaction networks with autoencoders and neural ODEs
    2023/12/10 by Immanuel Sulzer, Sulzer, Immanuel, Tobias Buck +1 · 1 citation
    Chemistry · Materials Science · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications #Spectroscopy and Chemometric Analyses
  2. CODES: Benchmarking Coupled ODE Surrogates
    2024/10/28 by Janssen, Robin, Immanuel Sulzer, Sulzer, Immanuel +2 · 1 citation
    Decision Sciences · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Simulation Techniques and Applications