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Nonlinear System Identification: Learning While Respecting Physical Models Using a Sequential Monte Carlo Method

2022 ◽  
Vol 42 (1) ◽  
pp. 75-102
Author(s):  
Anna Wigren ◽  
Johan Wagberg ◽  
Fredrik Lindsten ◽  
Adrian G. Wills ◽  
Thomas B. Schon
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
System Identification ◽  
Nonlinear System ◽  
Sequential Monte Carlo ◽  
Nonlinear System Identification ◽  
Physical Models ◽  
Sequential Monte Carlo Method

scholarly journals Developing atomistic glass models using potential-free Monte Carlo method: From simple to complex structures

2022 ◽  
Vol 202 ◽  
pp. 110943
Author(s):  
Shakti Singh ◽  
Sharat Chandra
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Complex Structures

High Accuracy Transition Metal Effective Cores for the Many-Body Diffusion Monte Carlo Method

2022 ◽  
Author(s):  
M. Chandler Bennett ◽  
Fernando A. Reboredo ◽  
Lubos Mitas ◽  
Jaron T. Krogel
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Transition Metal ◽  
High Accuracy ◽  
Many Body ◽  
Diffusion Monte Carlo ◽  
The Many ◽  
Diffusion Monte Carlo Method

A Multigrid Multilevel Monte Carlo Method for Stokes–Darcy Model with Random Hydraulic Conductivity and Beavers–Joseph Condition

2022 ◽  
Vol 90 (2) ◽  
Author(s):  
Zhipeng Yang ◽  
Ju Ming ◽  
Changxin Qiu ◽  
Maojun Li ◽  
Xiaoming He
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Hydraulic Conductivity ◽  
Multilevel Monte Carlo ◽  
Darcy Model ◽  
Multilevel Monte Carlo Method

scholarly journals Evaluating the effect of wind turbine faults on power using the Monte Carlo method

Wind Energy ◽  
2022 ◽  
Author(s):  
Dariush Biazar ◽  
Hamid Khaloozadeh ◽  
Mehdi Siahi
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Wind Turbine ◽  
The Monte Carlo Method

The Monte Carlo Method for Participating Media

2022 ◽  
pp. 737-773
Author(s):  
Michael F. Modest ◽  
Sandip Mazumder
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Participating Media ◽  
The Monte Carlo Method

The Monte Carlo Method for Surface Exchange

2022 ◽  
pp. 235-259
Author(s):  
Michael F. Modest ◽  
Sandip Mazumder
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Surface Exchange ◽  
The Monte Carlo Method

Novel direct simulation Monte Carlo method for spherocylinders

2022 ◽  
pp. 117085
Author(s):  
Andrew Hong ◽  
Aaron Morris
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Method ◽  
Direct Simulation Monte Carlo ◽  
Direct Simulation ◽  
Simulation Monte Carlo
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