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Energy efficiency shipping

RESEARCH PROJECTS

Project Information
Autobarge 2022-2025
Shipping AI EEMs 2021-2024
VIA Kaizen 2020-2022
E-Nav 2019-2022
Ecosail 2018-2021
Other projects

Research Investigations

Activities and Deadlines
Tensorflow: vattenfall
Vattenfall by LSTM
Code solutions

PhD course -- statistical/machine learning

Course Introduction
PART 1 -- MACHINE LEARNING FOR ENGINEERING APPLICATIONS
PART 2 -- STATISTICAL REGRESSION
PART 3 -- MACHINE LEARNING METHODS
PART 4 -- TIME SERIES LEARNING METHODS
PART 5 -- DATA FILTERING METHODS (upcoming)
PART 6 -- DEEP LEARNING AND SPATIO-TEMPORAL MODELLING (upcoming)

MSc course--reliability methods

Course Introduction
PART 1 -- Limit state approaches
PART 2 -- Basic statistical theory
PART 3 -- Reliability methods
PART 4 -- Extreme condition design

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By Wengang Mao

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