| Surrogate global optimization for identifying cost‐effective green infrastructure for urban flood control with a computationally expensive inundation model W Lu, W Xia, CA Shoemaker Water Resources Research 58 (4), e2021WR030928, 2022 | 22 | 2022 |
| Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE … W Xia, C Shoemaker, T Akhtar, MT Nguyen Environmental Modelling & Software 135, 104910, 2021 | 18 | 2021 |
| GOPS: efficient RBF surrogate global optimization algorithm with high dimensions and many parallel processors including application to multimodal water quality PDE model … W Xia, C Shoemaker Optimization and Engineering 22 (4), 2741-2777, 2021 | 17 | 2021 |
| Improving the speed of global parallel optimization on PDE models with processor affinity scheduling W Xia, CA Shoemaker Computer‐Aided Civil and Infrastructure Engineering 37 (3), 279-299, 2022 | 10 | 2022 |
| A repetitive parameterization and optimization strategy for the calibration of complex and computationally expensive process‐based models with application to a 3D water quality … W Xia, CA Shoemaker Water Resources Research 58 (5), e2021WR031054, 2022 | 8 | 2022 |
| A novel objective function DYNO for automatic multivariable calibration of 3D lake models W Xia, T Akhtar, CA Shoemaker Hydrology and Earth System Sciences 26 (13), 3651-3671, 2022 | 3 | 2022 |
| A framework to calibrate ecosystem demography models within Earth system models using parallel surrogate global optimization Y Cheng, W Xia, M Detto, CA Shoemaker Water Resources Research 59 (1), e2022WR032945, 2023 | 2 | 2023 |
| Quick large-scale spatiotemporal flood inundation computation using integrated Encoder-Decoder LSTM with time distributed spatial output models G Wei, W Xia, B He, C Shoemaker Journal of Hydrology 634, 130993, 2024 | | 2024 |
| A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems W Xia, M Giuliani, E Politti, H Macian-Sorribes, S Ricart, S Arias-Lopez, ... EGU24, 2024 | | 2024 |
| Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization W Xia, T Akhtar, W Lu, CA Shoemaker Environmental Modelling & Software, 105983, 2024 | | 2024 |
| RBF Surrogate Global Optimization Algorithms and Intelligent Memory Management to Reduce HPC Parallel Computational Effort for Hydrological Models with an Application to Lake … CA Shoemaker, W Xia AGU Fall Meeting Abstracts 2020, H226-03, 2020 | | 2020 |
| Efficient Automatic Parameter analysis framework for Computationally Expensive Hydrodynamic models W Xia, T Akhtar, CA Shoemaker, MT Nguyen AGU Fall Meeting Abstracts 2018, H51O-1500, 2018 | | 2018 |
| Repetitive Optimization Diagnosis for High-Dimensional Water Quality Model Calibration and Application to Extensive Lake Data CA Shoemaker, W Xia, T Akhtar, MT Nguyen AGU Fall Meeting Abstracts 2018, H41B-07, 2018 | | 2018 |
| A Parallel Simulation-Optimization Framework for Efficient Calibration of Computationally Expensive Urban Reservoir Hydrodynamic and Water Quality Models W Xia, T Akhtar, C Shoemaker, M Nguyen EGU General Assembly Conference Abstracts, 13584, 2018 | | 2018 |
Christine A. ShoemakerCornell University在 cornell.edu 的电子邮件经过验证
Christine A. ShoemakerCornell University在 cornell.edu 的电子邮件经过验证
Taimoor AkhtarUniversity of Guelph在 uoguelph.ca 的电子邮件经过验证