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Filtering by: Contributor Karniadakis, George E. Remove constraint Contributor: Karniadakis, George E. Resource type Dissertation Remove constraint Resource type: Dissertation

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Robust Deep Learning Algorithms for System Identification

Keyword:

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

Creator:

Negrini, Elisa

Advisor:

Capogna, Luca and Citti, Giovanna

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

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

Keyword:

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

Creator:

Yang, Jun

Advisor:

Gatsonis, Nikolaos A.

Publisher:

Worcester Polytechnic Institute

Date Created:

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

Keyword:

DSMC, Nanoflow, Microflow, and Unstructured

Creator:

Chamberlin, Ryan Earl

Advisor:

Gatsonis, Nikolaos A.

Publisher:

Worcester Polytechnic Institute

Date Created:

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

Keyword:

PIC, Unstructured Grid, and plasma simulation

Creator:

Spirkin, Anton M

Advisor:

Gatsonis, Nikolaos A.

Publisher:

Worcester Polytechnic Institute

Date Created:

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

Keyword:

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

Creator:

Balasubramanian, Ganapathi Raman

Advisor:

Olinger, David J.

Publisher:

Worcester Polytechnic Institute

Date Created:

2003-09-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mechanical Engineering

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PhD Dissertations5

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Creator

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
more Contributors »

Unit (Department)

Mathematical Sciences1
Mechanical Engineering4

Publisher

Worcester Polytechnic Institute5

Resource type

Dissertation[remove]5

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