| On the prediction of critical heat flux using a physics-informed machine learning-aided framework X Zhao, K Shirvan, RK Salko, F Guo Applied Thermal Engineering 164, 114540, 2020 | 100 | 2020 |
| Regional heterogeneity in the emissions benefits of electrified and lightweighted light-duty vehicles D Wu, F Guo, FR Field III, RD De Kleine, HC Kim, TJ Wallington, ... Environmental science & technology 53 (18), 10560-10570, 2019 | 67 | 2019 |
| Influence of size effect on the properties of slag and waste glass-based geopolymer paste X Jiang, Y Zhang, Y Zhang, J Ma, R Xiao, F Guo, Y Bai, B Huang Journal of Cleaner Production 383, 135428, 2023 | 64 | 2023 |
| Incorporating cost uncertainty and path dependence into treatment selection for pavement networks F Guo, J Gregory, R Kirchain Transportation Research Part C: Emerging Technologies 110, 40-55, 2020 | 44 | 2020 |
| The role of concrete in life cycle greenhouse gas emissions of US buildings and pavements J Gregory, H AzariJafari, E Vahidi, F Guo, FJ Ulm, R Kirchain Proceedings of the National Academy of Sciences 118 (37), e2021936118, 2021 | 25 | 2021 |
| Probabilistic life-cycle cost analysis of pavements based on simulation optimization F Guo, J Gregory, R Kirchain Transportation Research Record 2673 (5), 389-396, 2019 | 21 | 2019 |
| A weighted multi-output neural network model for the prediction of rigid pavement deterioration F Guo, X Zhao, J Gregory, R Kirchain International Journal of Pavement Engineering 23 (8), 2631-2643, 2022 | 13 | 2022 |
| Carbon uptake of concrete in the US pavement network H AzariJafari, F Guo, J Gregory, R Kirchain Resources, Conservation and Recycling 167, 105397, 2021 | 13 | 2021 |
| The pursuit of net-positive sustainability for industrial decarbonization with hybrid energy systems X Zhao, AJ Huning, J Burek, F Guo, DJ Kropaczek, WD Pointer Journal of Cleaner Production 362, 132349, 2022 | 9 | 2022 |
| Mitigating life cycle GHG emissions of roads to be built through 2030: Case study of a Chinese province Y Huang, P Wolfram, R Miller, H Azarijafari, F Guo, K An, J Li, E Hertwich, ... Journal of Environmental Management 319, 115512, 2022 | 8 | 2022 |
| Sustainability-oriented maintenance management of highway bridge networks based on Q-learning G Xu, F Guo Sustainable cities and society 81, 103855, 2022 | 8 | 2022 |
| Determination of the relative significance of material parameters for concrete exposed to fire F Guo, Y Yuan, HA Mang International Journal of Heat and Mass Transfer 100, 191-198, 2016 | 8 | 2016 |
| Environmental and economic evaluations of treatment strategies for pavement network performance-based planning F Guo, H Azarijafari, J Gregory, R Kirchain Transportation Research Part D: Transport and Environment 99, 103016, 2021 | 5 | 2021 |
| Solutions to achieve carbon-neutral mixtures for the US pavement network H AzariJafari, F Guo, J Gregory, R Kirchain The International Journal of Life Cycle Assessment 28 (7), 877-890, 2023 | 3 | 2023 |
| Sensitivity analysis of performance metrics to different parameters in pavement management system F Guo, O Swei, J Gregory, R Kirchain Transportation Research Board 97th Annual MeetingTransportation Research Board, 2018 | 3 | 2018 |
| Comparison of feedforward and recurrent neural networks for predicting pavement roughness F Guo, J Gregory, R Kirchain Transportation Research Board 100th Annual MeetingTransportation Research Board, 2021 | 2 | 2021 |
| Exploration of treatment strategies in pavement management system: A case study of Iowa’s interstate system F Guo, J Gregory, R Kirchain Transportation Research Board 99th Annual MeetingTransportation Research Board, 2020 | 2 | 2020 |
| The Role of Hybrid Energy Systems in Decarbonizing Industry: A Carbon Handprint–Based Case Study X Zhao, A Huning, J Burek, F Guo, D Kropaczek, D Pointer Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2022 | | 2022 |
| Improving pavement networks through performance-based planning with optimal treatment strategies and management policies F Guo Massachusetts Institute of Technology, 2021 | | 2021 |
| Research Brief: The Influence of Incorporating Uncertainties and Treatment Path Dependence in Performance-based Planning Analyses F Guo, J Gregory, R Kirchain | | 2018 |
Randolph KirchainPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at mit.edu
