Leaderboards/Energy Efficiency and Management

Energy Efficiency and Management

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Razak Olu-Ajayi
University of Hertfordshire
2
Marcos Tostado‐Véliz
Universidad de Jaén
3
Lianghu Wang
Jiangsu Normal University
4
Mariam Elnour
Qatar University
5
Marcel Panzer
University of Potsdam
6
Zhengyi Luo
Hunan University
7
Dandan Xu
Weifang Medical University
8
Haonan Zhang
Okanagan University College
9
Simran Kaur Hora
Devi Ahilya Vishwavidyalaya
10
Bingzi Jin
Advanced Micro Devices (Canada)

Rising Stars Papers

1
Forecasting wholesale prices of yellow corn through the Gaussian process regression
Neural Computing and Applications|2024
268 cit.
2
Price forecasting through neural networks for crude oil, heating oil, and natural gas
Measurement Energy|2024
237 cit.
3
Wholesale price forecasts of green grams using the neural network
Asian Journal of Economics and Banking|2024
236 cit.
4
Carbon emission allowance price forecasting for China Guangdong carbon emission exchange via the neural network
Global Finance Review|2024
204 cit.
5
Thermal coal futures trading volume predictions through the neural network
Journal of Modelling in Management|2024
204 cit.
6
Forecasts of coking coal futures price indices through Gaussian process regressions
Mineral Economics|2024
201 cit.
7
Peanut oil price change forecasts through the neural network
foresight|2025
195 cit.
8
Pre-owned housing price index forecasts using Gaussian process regressions
Journal of Modelling in Management|2024
171 cit.
9
Forecasts of China Mainland New Energy Index Prices through Gaussian Process Regressions
Journal of Clean Energy and Energy Storage|2024
168 cit.
10
Regional steel price index predictions for North China through machine learning
International Journal of Mining and Mineral Engineering|2024
167 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Luca Castellazzi
European Commission
2
Saeed Delgarm
University of Tehran
3
Bless Kofi Edziah
Jiangsu University
4
Saheed Ajayi
Leeds Beckett University
5
Hafiz Alaka
University of Hertfordshire
6
Samuel Fernandes
University of California, Berkeley
7
Ngoc-Tri Ngo
University of Da Nang
8
Ampara Aramcharoen
Agency for Science, Technology and Research
9
Yen-Nee Goh
Universiti Sains Malaysia
10
Ngoc-Son Truong
Vietnam National University Ho Chi Minh City

Emerging Leaders Papers

1
The role of exogenous technological factors and renewable energy in carbon dioxide emission reduction in Sub-Saharan Africa
Renewable Energy|2022
121 cit.
2
From Nearly Zero-Energy Buildings (NZEBs) to Zero-Emission Buildings (ZEBs): Current status and future perspectives
Energy and Buildings|2024
60 cit.
3
Proposing a hybrid metaheuristic optimization algorithm and machine learning model for energy use forecast in non-residential buildings
Scientific Reports|2022
56 cit.
4
Understanding the impediments to sustainable structural retrofit of existing buildings in the UK
Journal of Building Engineering|2022
46 cit.
5
Developing a hybrid time-series artificial intelligence model to forecast energy use in buildings
Scientific Reports|2022
32 cit.
6
Institutional isomorphism and adoption of building information modelling (BIM) in small and medium-sized enterprises (SMEs) of the Nigerian Construction Industry
Engineering Construction & Architectural Management|2022
31 cit.
7
Enhancing energy efficiency in Asia-Pacific: Comprehensive energy policy analysis
Energy Economics|2024
26 cit.
8
Holistic Review of Construction Process Carbon-Reduction Measures: A Systematic Literature Review Approach
Buildings|2023
24 cit.
9
Systematic review of critical drivers for delay risk prediction: towards a conceptual framework for BIM-based construction projects
Frontiers in Engineering and Built Environment|2022
21 cit.
10
BIM to BEM Transition for Optimizing Envelope Design Selection to Enhance Building Energy Efficiency and Cost-Effectiveness
Energies|2023
21 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Daniel McFadden
Queen's University Belfast
2
Robert N. Stavins
Harvard University Press
3
Patrik Thollander
Linköping University
4
Karen Palmer
Fox Chase Cancer Center
5
Christoph Herrmann
Technische Universität Braunschweig
6
João P. S. Catalào
Universidade do Porto
7
Reinhard Madlener
Norwegian University of Science and Technology
8
Tianzhen Hong
Lawrence Berkeley National Laboratory
9
Paolo Bertoldi
Joint Research Centre
10
Giuseppe Peter Vanoli
University of Molise

Current Senior Leaders Papers

1
Conditional logit analysis of qualitative choice behavior
eScholarship (California Digital Library)|1972
14k cit.
2
Mixed MNL models for discrete response
Journal of Applied Econometrics|2000
4.1k cit.
3
Specification Tests for the Multinomial Logit Model
Econometrica|1984
2.5k cit.
4
MODELING THE CHOICE OF RESIDENTIAL LOCATION
Transportation Research Record Journal of the Transportation Research Board|1978
2.4k cit.
5
Environmental Regulation and Innovation: A Panel Data Study
The Review of Economics and Statistics|1997
2.1k cit.
6
Econometric Models of Probabilistic Choice
Medical Entomology and Zoology|1981
1.8k cit.
7
Tightening Environmental Standards: The Benefit-Cost or the No-Cost Paradigm?
The Journal of Economic Perspectives|1995
1.7k cit.
8
A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration
Econometrica|1989
1.7k cit.
9
A tale of two market failures: Technology and environmental policy
Ecological Economics|2005
1.7k cit.
10
An Econometric Analysis of Residential Electric Appliance Holdings and Consumption
Econometrica|1984
1.6k cit.

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