surrogate modeling
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scholarly journals Quantifying the effect of multiple load flexibility strategies on commercial building electricity demand and services via surrogate modeling

2022 ◽  
Vol 309 ◽  
pp. 118372
Author(s):  
Na Luo ◽  
Jared Langevin ◽  
Handi Chandra-Putra ◽  
Sang Hoon Lee
Keyword(s):  
Surrogate Modeling ◽  
Electricity Demand ◽  
Commercial Building ◽  
Multiple Load

Surrogate Modeling and Parametric Optimization Strategy for Minimizing Sonic Boom in a Morphing Aircraft

2022 ◽  
Author(s):  
Jonathan Weaver-Rosen ◽  
Ying-Kuan Tsai ◽  
Justin Schoppe ◽  
Yutaka Terada ◽  
Richard Malak ◽  
...  
Keyword(s):  
Parametric Optimization ◽  
Surrogate Modeling ◽  
Sonic Boom ◽  
Optimization Strategy ◽  
Morphing Aircraft

Dimension Reduction for Efficient Surrogate Modeling in High-Dimensional Applications

2022 ◽  
Author(s):  
Berkcan Kapusuzoglu ◽  
Yulin Guo ◽  
Sankaran Mahadevan ◽  
Shunsaku Matsumoto ◽  
Miyagi Yoshitomo ◽  
...  
Keyword(s):  
Dimension Reduction ◽  
Surrogate Modeling ◽  
High Dimensional

scholarly journals Hyperparameter Search using the Genetic Algorithm for Surrogate Modeling of Geophysical Flows

2022 ◽  
Author(s):  
Suraj A. Pawar ◽  
Omer San ◽  
Gary G Yen
Keyword(s):  
Genetic Algorithm ◽  
Surrogate Modeling ◽  
Geophysical Flows

Adaptive Sampling-Based Artificial Neural Network for Surrogate Modeling

2022 ◽  
Author(s):  
Subham Gupta ◽  
Achyut Paudel ◽  
Mishal Thapa ◽  
Sameer B. Mulani ◽  
Robert Walters
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Adaptive Sampling ◽  
Surrogate Modeling ◽  
Artificial Neural

Composite Kernel Functions for Surrogate Modeling using Recursive Multi-Fidelity Kriging

2022 ◽  
Author(s):  
Pramudita S. Palar ◽  
Lucia Parussini ◽  
Luigi Bregant ◽  
Koji Shimoyama ◽  
Muhammad F. Izzaturrahman ◽  
...  
Keyword(s):  
Surrogate Modeling ◽  
Kernel Functions ◽  
Composite Kernel

scholarly journals Energy analysis and surrogate modeling for the green methanol production under dynamic operating conditions

Fuel ◽  
2022 ◽  
Vol 307 ◽  
pp. 121924
Author(s):  
Xiaoti Cui ◽  
Søren Knudsen Kær ◽  
Mads Pagh Nielsen
Keyword(s):  
Energy Analysis ◽  
Surrogate Modeling ◽  
Operating Conditions ◽  
Methanol Production ◽  
Dynamic Operating

Surrogate modeling for dynamic analysis of an uncertain notched rotor system and roles of Chebyshev parameters

2022 ◽  
pp. 116755
Author(s):  
Chao Fu ◽  
Weidong Zhu ◽  
Yongfeng Yang ◽  
Shibo Zhao ◽  
Kuan Lu
Keyword(s):  
Dynamic Analysis ◽  
Surrogate Modeling ◽  
Rotor System
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