vix.ing · top · new · best · stats · spec

Cheeseman, Bevan L.

  1. STENCIL-NET: Data-driven solution-adaptive discretization of partial differential equations
    2021/01/15 by Suryanarayana Maddu, Dominik Sturm, Maddu, Suryanarayana +7 · 1 citation
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  2. Stability selection enables robust learning of partial differential equations from limited noisy data
    2019/07/17 by Suryanarayana Maddu, Bevan L. Cheeseman, Maddu, Suryanarayana +5 · 2 citations
    Computer Science · Decision Sciences · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Statistics and Probability (physics.data-an)