Search Results for author:
Found 2 papers, 0 papers with code
Cosmic Inference: Constraining Parameters With Observations and Highly Limited Number of Simulations
Cosmological probes pose an inverse problem where the measurement result is obtained through observations, and the objective is to infer values of model parameters which characterize the underlying physical system -- our Universe.
Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics
Adaptive Gaussian process surrogates for Bayesian inference
We adaptively construct training designs by maximizing the expected improvement in fit of the Gaussian process model to the noisy observational data.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
