Wei Xia
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View article: Self‐Circulating Mud's Lubrication Application on Overlength Pipe Jacking Construction
Self‐Circulating Mud's Lubrication Application on Overlength Pipe Jacking Construction Open
Pipe jacking technology is widely used in underground pipeline projects due to its minimal surface disruption and strong adaptability. This study focuses on the application of self‐circulating slurry and slag discharge technology in the ul…
View article: Characteristics of Flow and Heat Transfer in Impingement Cooling Structure with Bending Channel
Characteristics of Flow and Heat Transfer in Impingement Cooling Structure with Bending Channel Open
View article: Toughening Glass Ceramics Nanocomposites Via Engineering Interfaces
Toughening Glass Ceramics Nanocomposites Via Engineering Interfaces Open
View article: Exploring alkali-source, pore-filling and cementation damage effects in cemented clay with typical industrial waste binders
Exploring alkali-source, pore-filling and cementation damage effects in cemented clay with typical industrial waste binders Open
Various industrial waste binders (IWBs) are being recycled in soil stabilization to save cement consumption. However, the coupled effects brought out by combined IWBs on stabilized soils are still unclear. IWBs are categorized into two typ…
View article: A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems
A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems Open
Water resources face increasing pressure globally and regionally driven by rising water, energy and food demand, resulting in extensive resource abstraction and severe environmental consequences, including diminished water quantity and qua…
View article: S-N Curve Prediction Using Machine Learning and Structural Optimization Design of Wind Turbine Blades Based on Fatigue Life
S-N Curve Prediction Using Machine Learning and Structural Optimization Design of Wind Turbine Blades Based on Fatigue Life Open
View article: Building Floorplan Reconstruction Based on Integer Linear Programming
Building Floorplan Reconstruction Based on Integer Linear Programming Open
The reconstruction of the floorplan for a building requires the creation of a two-dimensional floorplan from a 3D model. This task is widely employed in interior design and decoration. In reality, the structures of indoor environments are …
View article: A novel objective function DYNO for automatic multivariable calibration of 3D lake models
A novel objective function DYNO for automatic multivariable calibration of 3D lake models Open
This study introduced a novel Dynamically Normalized Objective Function (DYNO) for multivariable (i.e., temperature and velocity) model calibration problems. DYNO combines the error metrics of multiple variables into a single objective fun…
View article: 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
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 Open
Parameter calibration is critical for modeling, especially for current process‐based models that are complex with many chemical and biological processes and immeasurable model parameters. This analysis quantifies significant disadvantages …
View article: Surrogate Global Optimization for Identifying Cost‐Effective Green Infrastructure for Urban Flood Control With a Computationally Expensive Inundation Model
Surrogate Global Optimization for Identifying Cost‐Effective Green Infrastructure for Urban Flood Control With a Computationally Expensive Inundation Model Open
Optimization algorithms and urban inundation models are powerful tools to identify cost‐effective designs of urban green infrastructures such as low‐impact developments (LIDs). Most previous LID design optimization studies are based on one…
View article: Comment on hess-2021-601
Comment on hess-2021-601 Open
Abstract. This study introduced a novel Dynamically Normalized Objective Function (DYNO) for multivariable (i.e., temperature and velocity) model calibration problems. DYNO combines the error metrics of multiple variables…
View article: A Novel Objective Function DYNO for Automatic Multi-variable Calibration and Application to Assess Effects of Velocity versus Temperature Data for 3D Lake Models Calibration
A Novel Objective Function DYNO for Automatic Multi-variable Calibration and Application to Assess Effects of Velocity versus Temperature Data for 3D Lake Models Calibration Open
This study introduced a novel Dynamically Normalized objective function (DYNO) for multi-variable (i.e., temperature and velocity) model calibration problems. DYNO combines the error metrics of multiple variables into a single objective fu…
View article: GOPS: efficient RBF surrogate global optimization algorithm with high dimensions and many parallel processors including application to multimodal water quality PDE model calibration
GOPS: efficient RBF surrogate global optimization algorithm with high dimensions and many parallel processors including application to multimodal water quality PDE model calibration Open
This paper describes a new parallel global surrogate-based algorithm Global Optimization in Parallel with Surrogate (GOPS) for the minimization of continuous black-box objective functions that might have multiple local minima, are expensiv…
View article: CCDC 2014995: Experimental Crystal Structure Determination
CCDC 2014995: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: CCDC 1983273: Experimental Crystal Structure Determination
CCDC 1983273: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: Generalized Arc Consistency Algorithms for Table Constraints: A Summary of Algorithmic Ideas
Generalized Arc Consistency Algorithms for Table Constraints: A Summary of Algorithmic Ideas Open
Constraint Programming is a powerful paradigm to model and solve combinatorial problems. While there are many kinds of constraints, the table constraint (also called a CSP) is perhaps the most significant—being the most well-studied and ha…
View article: Learning Robust Search Strategies Using a Bandit-Based Approach
Learning Robust Search Strategies Using a Bandit-Based Approach Open
Effective solving of constraint problems often requires choosing good or specific search heuristics. However, choosing or designing a good search heuristic is non-trivial and is often a manual process. In this paper, rather than manually c…
View article: Correlation Heuristics for Constraint Programming
Correlation Heuristics for Constraint Programming Open
Effective general-purpose search strategies are an important component in Constraint Programming. We introduce a new idea, namely, using correlations between variables to guide search. Variable correlations are measured and maintained by u…
View article: Learning Robust Search Strategies Using a Bandit-Based Approach
Learning Robust Search Strategies Using a Bandit-Based Approach Open
Effective solving of constraint problems often requires choosing good or specific search heuristics. However, choosing or designing a good search heuristic is non-trivial and is often a manual process. In this paper, rather than manually c…
View article: Simulation Analysis of a New Chips Recycling Process Termed Forming Extrusion Cutting
Simulation Analysis of a New Chips Recycling Process Termed Forming Extrusion Cutting Open
Every year an enormous amount of metal scraps are produced from machining, causing waste and pollution.The existing recycling methods, such as melting and solid state recycling could not solve the problem of cumbersome processes and high c…
View article: HCP: A Flexible CNN Framework for Multi-Label Image Classification
HCP: A Flexible CNN Framework for Multi-Label Image Classification Open
Convolutional Neural Network (CNN) has demonstrated promising performance in single-label image classification tasks. However, how CNN best copes with multi-label images still remains an open problem, mainly due to the complex underlying o…
View article: CCDC 1019033: Experimental Crystal Structure Determination
CCDC 1019033: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …