Chun Fu

National University of Singapore (NUS)

Singapore

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Professors in Energy Engineering

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Articles (8)

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Year:

2020

Collaborators (3)

Clayton Miller

Assistant Professor

National University of Singapore (NUS)

SINGAPORE

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Jérôme Frisch

RWTH Aachen University

GERMANY

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June Young Park

Assistant Professor

The University of Texas at Arlington

UNITED STATES

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Chun Fu

Research Interests

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Articles (8)

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight

Creating synthetic energy meter data using conditional diffusion and building metadata

Interpretable domain-informed and domain-agnostic features for supervised and unsupervised learning on building energy demand data

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation

Ten questions concerning data-driven modelling and forecasting of operational energy demand at building and urban scale

Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis

Using Google Trends as a proxy for occupant behavior to predict building energy consumption

The ASHRAE Great Energy Predictor III competition: Overview and results

Collaborators (3)

Clayton Miller

Jérôme Frisch

June Young Park

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