Yuhao Nie

Yuhao Nie

Stanford University

H-index: 10

North America-United States

About Yuhao Nie

Yuhao Nie, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Solar forecasting, Deep learning, Energy systems, Life cycle assessment.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving cross-site generalisability of vision-based solar forecasting models with physics-informed transfer learning

SkyGPT: Probabilistic Ultra-short-term Solar Forecasting Using Synthetic Sky Images from Physics-constrained VideoGPT

Open-source sky image datasets for solar forecasting with deep learning: A comprehensive survey

Advances in solar forecasting: Computer vision with deep learning

SKIPP’D: A SKy Images and Photovoltaic Power generation Dataset for short-term solar forecasting

Short-term solar forecasting from all-sky images using deep learning

Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?

Greenhouse Gas Emissions of Western Canadian Natural Gas: Proposed Emissions Tracking for Life Cycle Modeling

Yuhao Nie Information

University

Position

___

Citations(all)

394

Citations(since 2020)

387

Cited By

79

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Yuhao Nie Skills & Research Interests

Solar forecasting

Deep learning

Energy systems

Life cycle assessment

Top articles of Yuhao Nie

Title

Journal

Author(s)

Publication Date

Improving cross-site generalisability of vision-based solar forecasting models with physics-informed transfer learning

Energy Conversion and Management

Quentin Paletta

Yuhao Nie

Yves-Marie Saint-Drenan

Bertrand Le Saux

2024/6/1

SkyGPT: Probabilistic Ultra-short-term Solar Forecasting Using Synthetic Sky Images from Physics-constrained VideoGPT

Advances in Applied Energy

Yuhao Nie

Eric Zelikman

Andea Scott

Quentin Paletta

Adam Brandt

2024/4/10

Open-source sky image datasets for solar forecasting with deep learning: A comprehensive survey

Yuhao Nie

Xiatong Li

Quentin Paletta

Max Aragon

Andea Scott

...

2024/1/1

Advances in solar forecasting: Computer vision with deep learning

Quentin Paletta

Guillermo Terrén-Serrano

Yuhao Nie

Binghui Li

Jacob Bieker

...

2023/8/7

SKIPP’D: A SKy Images and Photovoltaic Power generation Dataset for short-term solar forecasting

Solar Energy

Yuhao Nie

Xiatong Li

Andea Scott

Yuchi Sun

Vignesh Venugopal

...

2023/5/1

Short-term solar forecasting from all-sky images using deep learning

Yuhao Nie

2023

Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?

arXiv preprint arXiv:2211.02108

Yuhao Nie

Quentin Paletta

Andea Scott

Luis Martin Pomares

Guillaume Arbod

...

2022/11/3

Greenhouse Gas Emissions of Western Canadian Natural Gas: Proposed Emissions Tracking for Life Cycle Modeling

Environmental Science & Technology

Ryan E Liu

Arvind P Ravikumar

Xiaotao Tony Bi

Siduo Zhang

Yuhao Nie

...

2021/7/13

Resampling and data augmentation for short-term PV output prediction based on an imbalanced sky images dataset using convolutional neural networks

Solar Energy

Yuhao Nie

Ahmed S Zamzam

Adam Brandt

2021/8/1

PV power output prediction from sky images using convolutional neural network: The comparison of sky-condition-specific sub-models and an end-to-end model

Journal of Renewable and Sustainable Energy

Yuhao Nie

Yuchi Sun

Yuanlei Chen

Rachel Orsini

Adam Brandt

2020/7/1

Greenhouse-gas emissions of Canadian liquefied natural gas for use in China: Comparison and synthesis of three independent life cycle assessments

Journal of cleaner production

Yuhao Nie

Siduo Zhang

Ryan Edward Liu

Daniel Javier Roda-Stuart

Arvind P Ravikumar

...

2020/6/10

Repeated leak detection and repair surveys reduce methane emissions over scale of years

Environmental Research Letters

Arvind P Ravikumar

Daniel Roda-Stuart

Ryan Liu

Alexander Bradley

Joule Bergerson

...

2020/2/26

Optimal design of the power generation network in California: Moving towards 100% renewable electricity by 2045

International Journal of Energy and Power Engineering

Wennan Long

Yuhao Nie

Yunan Li

Adam Brandt

2020/1/1

See List of Professors in Yuhao Nie University(Stanford University)

Co-Authors

H-index: 57
Adam Brandt

Adam Brandt

Stanford University

H-index: 36
Joan Lasenby

Joan Lasenby

University of Cambridge

H-index: 32
Joule Bergerson

Joule Bergerson

University of Calgary

H-index: 20
Mohammad S. Masnadi

Mohammad S. Masnadi

Stanford University

H-index: 9
Yuchi Sun

Yuchi Sun

Stanford University

H-index: 8
Quentin PALETTA

Quentin PALETTA

University of Cambridge

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