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Karniadakis, George E.
Remove constraint Contributor: Karniadakis, George E.
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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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Creator
Balasubramanian, Ganapathi Raman
1
Chamberlin, Ryan Earl
1
Negrini, Elisa
1
Spirkin, Anton M
1
Yang, Jun
1
Advisor
Capogna, Luca
1
Citti, Giovanna
1
Gatsonis, Nikolaos A.
3
Olinger, David J.
1
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Blandino, John J.
2
Capogna, Luca
1
Citti, Giovanna
1
Evans, Simon W.
1
Gatsonis, Nikolaos A.
4
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Unit (Department)
Mathematical Sciences
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Mechanical Engineering
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Worcester Polytechnic Institute
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Dissertation
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