Journal article
Transport away your problems: Calibrating stochastic simulations with optimal transport
- Abstract:
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Stochastic simulators are an indispensable tool in many branches of science. Often based on first principles, they deliver a series of samples whose distribution implicitly defines a probability measure to describe the phenomena of interest. However, the fidelity of these simulators is not always sufficient for all scientific purposes, necessitating the construction of ad-hoc corrections to “calibrate” the simulation and ensure that its output is a faithful representation of reality. In this ...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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- Files:
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(Preview, Accepted manuscript, pdf, 542.5KB, Terms of use)
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- Publisher copy:
- 10.1016/j.nima.2021.166119
Authors
Bibliographic Details
- Publisher:
- Elsevier
- Journal:
- Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment More from this journal
- Volume:
- 1027
- Article number:
- 166119
- Publication date:
- 2021-12-24
- Acceptance date:
- 2021-11-15
- DOI:
- ISSN:
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0168-9002
Item Description
- Language:
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English
- Keywords:
- Pubs id:
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1226846
- Local pid:
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pubs:1226846
- Deposit date:
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2021-12-24
Terms of use
- Copyright holder:
- Elsevier B.V.
- Copyright date:
- 2021
- Rights statement:
- © 2021 Elsevier B.V. All rights reserved.
- Notes:
- This is the accepted manuscript version of the article. The final version is available online from Elsevier at https://doi.org/10.1016/j.nima.2021.166119
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