264 citations · 1.6k across the 43 of their papers we have counts for
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astro-ph.IM2020
Ultra-fast model emulation with PRISM; analyzing the Meraxes galaxy formation model
Ellert van der Velden, Alan R. Duffy, Darren Croton +1
We demonstrate the potential of an emulator-based approach to analyzing galaxy formation models in the domain where constraining data is limited. We have applied the open-source Py…
astro-ph.IM2019★ 6 cited
Model dispersion with PRISM; an alternative to MCMC for rapid analysis of models
Ellert van der Velden, Alan R. Duffy, Darren Croton +2
We have built PRISM, a "Probabilistic Regression Instrument for Simulating Models". PRISM uses the Bayes linear approach and history matching to construct an approximation ('emulat…