Abstract: This paper addresses the challenge of reliably selecting high-performing solutions in simulation optimization when model parameters are uncertain. We infer the set of solutions whose ...

In performing a Bayesian analysis of astronomical data, two difficult problems often emerge. First, in estimating the parameters of some model for the data, the resulting posterior distribution may be ...

Explain how and why the package falls under these categories (briefly, 1-2 sentences). Please note any areas you are unsure of: ernest is a general implementation of the nested sampling algorithm for ...

byPhotosynthesis Technology: It's not just for plants! @photosynthesis Cultivating life through Photosynthesis, harnessing sunlight to nourish ecosystems and fuel a sustainable future. Cultivating ...

As one of the cutting-edge research areas in modern physics, space-based gravitational wave detection aims at capturing gravitational wave signals in the mHz frequency band. A key technological ...

Nested sampling (NS) has emerged as a powerful tool for exploring thermodynamic properties in materials science. However, its efficiency is often hindered by the limitations of Markov chain Monte ...

Collaborative Innovation Center of Advanced Microstructures, National Laboratory of Solid State Microstructure, & School of Physics, Nanjing University, Nanjing 210093, China ...

Thank you very much for putting this package together, this is impressive! I was wondering if you would be interested in an implementation of nested sampling in pure jax. I know that the jaxns package ...