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Roman Olson

Explore the profile of Roman Olson including associated specialties, affiliations and a list of published articles. Areas
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Articles 4
Citations 2
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Recent Articles
1.
Olson R, Kim S, Fan Y, An S
Sci Rep . 2022 Dec; 12(1):22128. PMID: 36550170
The El Niño - Southern Oscillation (ENSO) is a dominant mode of global climate variability. Nevertheless, future multi-model probabilistic projections of ENSO properties have not yet been made. Main roadblocks...
2.
Olson R, Fan Y, An S, Kim S
Chaos . 2021 Oct; 31(10):103126. PMID: 34717325
Model simulations of El Niño-Southern Oscillation (ENSO) are usually evaluated by comparing them to observations using a multitude of metrics. However, this approach cannot provide an objective summary metric of...
3.
Olson R, An S, Kim S, Fan Y
Sci Rep . 2021 Jan; 11(1):2648. PMID: 33514810
Stochastic differential equations (SDEs) are ubiquitous across disciplines, and uncovering SDEs driving observed time series data is a key scientific challenge. Most previous work on this topic has relied on...
4.
Olson R, An S, Fan Y, Evans J
PLoS One . 2019 Apr; 14(4):e0214535. PMID: 30969982
We present a novel quasi-Bayesian method to weight multiple dynamical models by their skill at capturing both potentially non-linear trends and first-order autocorrelated variability of the underlying process, and to...