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Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction

Keyword:

Neural networks, Spatio-temporal regression, Photovoltaic generation forecasting, and Deep learning

Creator:

Sauter, Evan

Advisor:

Zhang, Ziming

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-02-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
Lyapunov-based Guidance of Underwater Autonomous Vehicles for Real Time Pollutant Source Localization

Keyword:

Underwater autonomous vehicles, Guidance, Nonlinear Dynamics, Pollutant source tracking, Advection-Diffusion PDE, and Lyapunov based control

Creator:

Torres Arosemena, Gabriel A.

Advisor:

Demetriou, Michael A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-07-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mechanical Engineering
A landscape of population-specific variation effects on ligand binding site in the healthy population

Creator:

Sun, Mo

Advisor:

Korkin, Dmitry

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-28

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Bioinformatics & Computational Biology
Protecting Model Confidentiality for Machine Learning as a Service

Keyword:

Machine Learning, Security, Model Extraction, and Trusted Execution Environment

Creator:

Truong, Jean-Baptiste

Advisor:

Walls, Robert Joseph and Guo, Tian

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Assessment of Ferrate for Pre-Oxidation Treatment of Harmful Algal Blooms in Drinking Water Treatment

Keyword:

Ferrate, Water, Water Treatment, Oxidation, and Algae

Creator:

Gerlach, Kyle T

Advisor:

Dudle, Jeanine Denu

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-12-11

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Environmental Engineering
Effect of Defects and Photoexcited Electrons on CO2 Reduction using Supported Single Atom Catalysts

Keyword:

Oxygen Vacancy, CO2 Direct Dissociation, CO2 Reduction, TiO2 anatase (101), Photoexcitation, Supported Single Atom Catalysts, Photocatalysis, and Surface Defects

Creator:

Chen, Junbo

Advisor:

Deskins, N Aaron

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-06-12

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Chemical Engineering
Design of a High Impedance Preamplifier for Coil Arrays

Keyword:

Amplifier Design

Creator:

Kauffman, John Gabriel

Advisor:

Ludwig, Reinhold

Publisher:

Worcester Polytechnic Institute

Date Created:

2005-05-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
The Dynamics of ISIS: An Emerging-State Actor

Keyword:

ISIS, Security, ISIL, non-state actor, combat simulator, insurgency, conflict, emerging-state actor, DAESH, and geospatial

Creator:

Clancy, Timothy

Advisor:

Saeed, Khalid

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-14

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Social Science & Policy Studies
Understanding and Managing C. albicans Infections

Keyword:

iron uptake, filastatin, Candida albicans, and animal models

Creator:

Harwood, Catherine

Advisor:

Rao, Reeta Prusty

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Biology & Biotechnology
Modeling of an Ethanol – Water- LiBr Ternary System for the Simulation of Bioethanol Purification using Pass-Through Distillation

Keyword:

LiBr, Pass-Through Distillation, Electrolyte, Aspen Plus, eNRTL, Ethanol, and Bioethanol Separation

Creator:

Smestad, Haley Hayden

Advisor:

DiBiasio, David, Clark, William M., Planchard, David C., and Kmiotek, Stephen J.

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-28

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Chemical Engineering

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