Uncertainty Quantification in Stochastic Economic Dispatch using Gaussian Process Emulation

Autor: Hu, Zhixiong, Xu, Yijun, Korkali, Mert, Chen, Xiao, Mili, Lamine, Tong, Charles H.

The increasing penetration of renewable energy resources in power systems, represented as random processes, converts the traditional deterministic economic dispatch problem into a stochastic one. To solve this stochastic economic dispatch, the conven

Externí odkaz: http://arxiv.org/abs/1909.09266

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High-dimensional Stochastic Inversion via Adjoint Models and Machine Learning

Autor: Thimmisetty, Charanraj A., Zhao, Wenju, Chen, Xiao, Tong, Charles H., White, Joshua A.

Performing stochastic inversion on a computationally expensive forward simulation model with a high-dimensional uncertain parameter space (e.g. a spatial random field) is computationally prohibitive even with gradient information provided. Moreover,

Externí odkaz: http://arxiv.org/abs/1803.06295

A metagenomic analysis of the virome of inverted papilloma and squamous cell carcinoma.

Autor: Tong, Charles C. L.¹ (AUTHOR) chinglick.tong@uphs.upenn.edu, Lin, Xiang² (AUTHOR), Seckar, Tyler³ (AUTHOR), Koptyra, Mateusz⁴ (AUTHOR), Kohanski, Michael A.¹ (AUTHOR), Cohen, Noam A.¹ (AUTHOR), Kennedy, David W.¹ (AUTHOR), Adappa, Nithin D.¹ (AUTHOR), Papagiannopoulos, Peter¹ (AUTHOR), Kuan, Edward C.¹ (AUTHOR), Baranov, Esther⁵ (AUTHOR), Jalaly, Jalal B.⁵ (AUTHOR), Feldman, Michael D.⁵ (AUTHOR), Storm, Phillip B.⁴ (AUTHOR), Resnick, Adam C.⁴ (AUTHOR), Palmer, James N.¹ (AUTHOR), Wei, Zhi² (AUTHOR), Robertson, Erle S.^1,3 (AUTHOR)

Publikováno v: International Forum of Allergy & Rhinology. Nov2023, Vol. 13 Issue 11, p2055-2062. 8p.

Development of a framework for sequential Bayesian design of experiments: Application to a pilot-scale solvent-based CO2 capture process

Autor: Morgan, Joshua C., Chinen, Anderson Soares, Anderson-Cook, Christine, Tong, Charles, Carroll, John, Saha, Chiranjib, Omell, Benjamin, Bhattacharyya, Debangsu, Matuszewski, Michael, Bhat, K. Sham, Miller, David C.

Publikováno v: In Applied Energy 15 March 2020 262