J. Multi-fidelity optimization via surrogate modelling. Proc. R. Soc. A 463, 3251–3269 (2007). Article Google Scholar Peherstorfer, B., Willcox, K. & Gunzburger, M. Survey of multifidelity methods in uncertainty propagation, inference, and optimization. SIAM Rev. 60, 550–591 (2018)...
Based on a new set of dyeplume data collected in the coastal zone off Bronte, Lake Ontario, it is shown that the predictions of turbulence closure models can be evaluated for different flow conditions. The choice of computational schemes for this diagnostic approach is based on tests with ...
Adding the geographical component in air quality models allows the integration, analysis and modelling of spatial and temporal data, which combined with the integration of information on traffic density and emissions, enables computing past, present, and future air quality conditions (Puliafito et al....
- 《Statistical Modelling》 被引量: 5发表: 2016年 General mixed Poisson regression models with varying dispersion A general class of mixed Poisson regression models is introduced. This class is based on a mixing between the Poisson distribution and a distribution belon... W Barreto-Souza,AB ...
We demonstrate a multi-fidelity (MF) machine learning ensemble framework for the inverse design of photonic surfaces, trained on a dataset of 11,759 samples that we fabricate using high throughput femtosecond laser processing. The MF ensemble combines an
The results indicate that the source term inversion is more effective at constraining the three-dimensional structure of the plume. However, as the transport distance increases, updating the initial condition provides a better fit to the column observations....
Uncertainties in the simulated urban NO, urban O3, and O3 production within the plume are reduced by a factor of 3.2, 2.4, and 1.7, respectively.L. DeguillaumeM. Beekmann andL. MenutJournal of Geophysical Research: AtmospheresBayesian Monte Carlo analysis applied to regional-scale inverse ...
Therefore a method was further developed to determine gaseous emission rates by measurements of path-integrated mixing ratios with open-path spectroscopic systems in the exhaust plume (VOC, NH$-3$/, CH$-4$/, N$-2$/O, CO, CO$-2$/) and of meteorological parameters. Inverse dispersion ...
VOC emission source strengths of tankers during refuelling activities determined by spectroscopic remote sensing and inverse dispersion modelling - Sch盲fer, Hoffmann, et al. - 2002 () Citation Context ...rom measured real world emission factors - results fromsdifferent road and tunnel measurements....
Estuarine and Coastal Ecosystem Modelling Treatise on Estuarine and Coastal Science Reference work2011, Treatise on Estuarine and Coastal Science N. Niquil, ... A.F. Vézina Explore book 9.07.2 Brief History of LIM Inverse problems first surfaced in the geophysical sciences where they are still ...