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筛选: Contributor Karniadakis, George E. 删除限定条件 Contributor: Karniadakis, George E.

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Robust Deep Learning Algorithms for System Identification

关键词:

Ordinary Differential Equations, Deep Learning, Neural Network, Generalization Gap, System Identification, and Neural Network Regularization

创造者:

Negrini, Elisa

Advisor:

Capogna, Luca and Citti, Giovanna

出版者:

Worcester Polytechnic Institute

创建日期:

2022-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
A Smoothed Dissipative Particle Dynamics Methodology For Wall-Bounded Domains

关键词:

SDPD, DPD, Mesoscopic, Virtual Particle, SPH, and Wall-Bounded

创造者:

Yang, Jun

Advisor:

Gatsonis, Nikolaos A.

出版者:

Worcester Polytechnic Institute

创建日期:

2013-04-29

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
A Three-dimensional Direct Simulation Monte Carlo Methodology on Unstructured Delaunay Grids with Applications to Micro and Nanoflows

关键词:

DSMC, Nanoflow, Microflow, and Unstructured

创造者:

Chamberlin, Ryan Earl

Advisor:

Gatsonis, Nikolaos A.

出版者:

Worcester Polytechnic Institute

创建日期:

2007-03-29

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
A Three-dimensional Particle-in-Cell Methodology on Unstructured Voronoi Grids with Applications to Plasma Microdevices

关键词:

PIC, Unstructured Grid, and plasma simulation

创造者:

Spirkin, Anton M

Advisor:

Gatsonis, Nikolaos A.

出版者:

Worcester Polytechnic Institute

创建日期:

2006-05-05

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering
Low-order coupled map lattices for estimation of wake patterns behind vibrating flexible cables

关键词:

flow control, coupled map lattices, multi-variable least squares algorithm, adaptive estimation, vortex shedding, Neural Networks, cylinder wake patterns, low dimensional models, and fluid-structure interaction

创造者:

Balasubramanian, Ganapathi Raman

Advisor:

Olinger, David J.

出版者:

Worcester Polytechnic Institute

创建日期:

2003-09-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering

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PhD Dissertations5

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Current results range from 2003 to 2022

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创造者

Balasubramanian, Ganapathi Raman1
Chamberlin, Ryan Earl1
Negrini, Elisa1
Spirkin, Anton M1
Yang, Jun1

Advisor

Capogna, Luca1
Citti, Giovanna1
Gatsonis, Nikolaos A.3
Olinger, David J.1

Contributor

Blandino, John J.2
Capogna, Luca1
Citti, Giovanna1
Evans, Simon W.1
Gatsonis, Nikolaos A.4
更多 Contributors »

Unit (Department)

Mathematical Sciences1
Mechanical Engineering4

出版者

Worcester Polytechnic Institute5

资源类型

Dissertation5

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