XIA, WEI
XIA, WEI
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Framework to Calibrate Ecosystem Demography Models Within Earth System Models Using Parallel Surrogate Global Optimization
2023-01-01 Cheng, Y.; Xia, W.; Detto, M.; Shoemaker, C. A.
A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems
2024-01-01 Xia, Wei; Giuliani, Matteo; Politti, Emilio; Macian-Sorribes, Hector; RICART CASADEVALL, Sandra; Arias-Lopez, Sebastian; Kahil, Taher; Pulido-Velázquez, Manuel; Castelletti, Andrea
A novel objective function DYNO for automatic multivariable calibration of 3D lake models
2022-01-01 Xia, W.; Akhtar, T.; Shoemaker, C. A.
A Repetitive Parameterization and Optimization Strategy for the Calibration of Complex and Computationally Expensive Process‐Based Models With Application to a 3D Water Quality Model of a Tropical Reservoir
2022-01-01 Xia, Wei; Ann Shoemaker, Christine
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models
2021-01-01 Xia, W.; Shoemaker, C.; Akhtar, T.; Nguyen, M. -T.
Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization
2024-01-01 Xia, W.; Akhtar, T.; Lu, W.; Shoemaker, C. A.
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns
2024-01-01 Xia, W.; Ilievski, I.; Shoemaker, C. A.
GOPS: efficient RBF surrogate global optimization algorithm with high dimensions and many parallel processors including application to multimodal water quality PDE model calibration
2021-01-01 Xia, W.; Shoemaker, C.
Improving the speed of global parallel optimization on PDE models with processor affinity scheduling
2022-01-01 Xia, W.; Shoemaker, C. A.
Quick large-scale spatiotemporal flood inundation computation using integrated Encoder-Decoder LSTM with time distributed spatial output models
2024-01-01 Wei, G.; Xia, W.; He, B.; Shoemaker, C.
Surrogate Global Optimization for Identifying Cost-Effective Green Infrastructure for Urban Flood Control With a Computationally Expensive Inundation Model
2022-01-01 Lu, W.; Xia, W.; Shoemaker, C. A.