Multi-fidelity Hierarchical Neural Processes

Author:

Wu Dongxia1,Chinazzi Matteo2,Vespignani Alessandro2,Ma Yi-An1,Yu Rose1

Affiliation:

1. University of California, San Diego, La Jolla, CA, USA

2. Northeastern University, Boston, MA, USA

Funder

U.S. Department Of Energy, Office of Science

HHS/CDC

U. S. Army Research Office

Google Faculty Award

Facebook Data Science Research Awards

NSF-CCF

AWS Machine Learning Research Award

NSF Grants

NSF-SCALE MoDL

Publisher

ACM

Reference44 articles.

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2. Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities, application to aerospace systems

3. Matteo Chinazzi , Jessica T Davis , Marco Ajelli , Corrado Gioannini , Maria Litvinova , Stefano Merler , Ana Pastore y Piontti , Kunpeng Mu, Luca Rossi, Kaiyuan Sun, et al. 2020 . The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science ( 2020). Matteo Chinazzi, Jessica T Davis, Marco Ajelli, Corrado Gioannini, Maria Litvinova, Stefano Merler, Ana Pastore y Piontti, Kunpeng Mu, Luca Rossi, Kaiyuan Sun, et al. 2020. The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science (2020).

4. Wikimedia Commons . 2022. File: Peru physical map.svg - Wikimedia Commons , the free media repository. https://commons.wikimedia.org/w/index.php?title= File:Peru_physical_map.svg&oldid=618434504 [Online ; accessed 9- February - 2022 ]. Wikimedia Commons. 2022. File:Peru physical map.svg - Wikimedia Commons, the free media repository. https://commons.wikimedia.org/w/index.php?title= File:Peru_physical_map.svg&oldid=618434504 [Online; accessed 9-February-2022].

5. Estee Y Cramer Velma K Lopez Jarad Niemi Glover E George Jeffrey C Cegan Ian D Dettwiller William P England Matthew W Farthing Robert H Hunter Brandon Lafferty etal 2022. Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US. PNAS (2022). Estee Y Cramer Velma K Lopez Jarad Niemi Glover E George Jeffrey C Cegan Ian D Dettwiller William P England Matthew W Farthing Robert H Hunter Brandon Lafferty et al. 2022. Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US. PNAS (2022).

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