Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability AD Pham, NT Ngo, TTH Truong, NT Huynh, NS Truong Journal of Cleaner Production 260, 121082, 2020 | 321 | 2020 |
Cloud forecasting system for monitoring and alerting of energy use by home appliances JS Chou, NS Truong Applied Energy 249, 166-177, 2019 | 62 | 2019 |
Hybrid machine learning for predicting strength of sustainable concrete AD Pham, NT Ngo, QT Nguyen, NS Truong Soft Computing 24 (19), 14965-14980, 2020 | 52 | 2020 |
Proposing a hybrid metaheuristic optimization algorithm and machine learning model for energy use forecast in non-residential buildings NT Ngo, TTH Truong, NS Truong, AD Pham, NT Huynh, TM Pham, ... Scientific Reports 12 (1), 1065, 2022 | 49 | 2022 |
An ensemble machine learning model for enhancing the prediction accuracy of energy consumption in buildings NT Ngo, AD Pham, TTH Truong, NS Truong, NT Huynh, TM Pham Arabian Journal for Science and Engineering, 1-13, 2022 | 39 | 2022 |
Forecasting Time‐Series Energy Data in Buildings Using an Additive Artificial Intelligence Model for Improving Energy Efficiency NS Truong, NT Ngo, AD Pham Computational Intelligence and Neuroscience 2021 (1), 6028573, 2021 | 31 | 2021 |
Developing a hybrid time-series artificial intelligence model to forecast energy use in buildings NT Ngo, AD Pham, TTH Truong, NS Truong, NT Huynh Scientific Reports 12 (1), 15775, 2022 | 20 | 2022 |
BIM to BEM transition for optimizing envelope design selection to enhance building energy efficiency and Cost-Effectiveness NS Truong, DL Luong, QT Nguyen Energies 16 (10), 3976, 2023 | 15 | 2023 |
Implementing a web-based optimized artificial intelligence system with metaheuristic optimization for improving building energy performance NT Ngo, NS Truong, TTH Truong, AD Pham, NT Huynh Journal of Asian Architecture and Building Engineering 23 (1), 264-281, 2024 | 5 | 2024 |
Enhancing Building Energy Efficiency with Aluminum Composite Material Facade: A Performance Simulation Study using Building Energy Modeling and Building Information Modeling DL Luong, NS Truong, NT Ngo, QT Nguyen IOP Conference Series: Materials Science and Engineering 1289 (1), 012040, 2023 | 4 | 2023 |
Hybrid machine learning for time-series energy data for enhancing energy efficiency in buildings NT Ngo, AD Pham, NS Truong, TTH Truong, NT Huynh International Conference on Computational Science, 273-285, 2021 | 4 | 2021 |
Enhancing building with adaptive design objects using building information modelling towards consuming energy efficacy in building NS Truong, DL Luong, NT Ngo, QT Nguyen, NTL Dang ICSCEA 2021: Proceedings of the Second International Conference on …, 2022 | 2 | 2022 |
Developing the hybrid BIM-BEM and jellyfish search optimization system for optimizing energy consumption and building installation costs DL Luong, NS Truong, NT Ngo, NQ Nguyen Scientific Reports 14 (1), 17186, 2024 | 1 | 2024 |
An Optimization Model for Building Envelope with Energy Efficiency Objectives Based on the BIM Design Buider-RF-NSGAII Algorithm LD Long, H Le Toan, TT Binh, NS Truong The International Conference on Sustainable Civil Engineering and …, 2023 | 1 | 2023 |
Correction to: Enhancing Building with Adaptive Design Objects Using Building Information Modelling Towards Consuming Energy Efficacy in Building NS Truong, DL Luong, NT Ngo, QT Nguyen, NTL Dang ICSCEA 2021: Proceedings of the Second International Conference on …, 2024 | | 2024 |
Reimagining coastal public space: The case study of Da Nang city, Viet Nam DNT Linh, TN Son IOP Conference Series: Earth and Environmental Science 1226 (1), 012004, 2023 | | 2023 |
Combining Building Information Modeling (BIM) and Choosing by Advantages (CBA) to Optimally Select Sustainable Design-Construction Solutions for Building Envelope L Luong-Duc, L Do-Duy, S Truong-Ngoc The International Conference on Sustainable Civil Engineering and …, 2023 | | 2023 |
Energy-Saving Solution Options and Energy Consumption Prediction Model Based on RF Algorithm (Random Forest) Combined with BIM Simulation (Design Builder) LD Long, H Le Toan, TT Binh, NS Truong The International Conference on Sustainable Civil Engineering and …, 2023 | | 2023 |
Optimizing Envelope Design and Window Performance for Energy-Efficient Buildings Through Integration of Building Information and Energy Modeling (BIM-BEM) NS Truong, DL Luong, NT Ngo, QT Nguyen The International Conference on Sustainable Civil Engineering and …, 2023 | | 2023 |
Machine Learning-Based Predictive Models for Energy Consumption Estimation in Energy-Efficient Building Envelope Design LD Long, HL Toan, TT Binh, NQ Trung, NS Truong The International Conference on Sustainable Civil Engineering and …, 2023 | | 2023 |