Yuguang Fu
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View article: Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness
Knowledge-guided adaptation of pathology foundation models effectively improves cross-domain generalization and demographic fairness Open
Foundation models in computational pathology suffer from site-specific and demographic biases, which compromise their generalizability and fairness. We introduce FLEX, a framework that employs a task-specific information bottleneck, guided…
View article: Robotic Mobile Sensing for Robust Modal Identification across a Population of Bridges: Uncertainty Analysis, Algorithm Development, Hardware Realization, and Field Validation
Robotic Mobile Sensing for Robust Modal Identification across a Population of Bridges: Uncertainty Analysis, Algorithm Development, Hardware Realization, and Field Validation Open
Population-Based Structural Health Monitoring (PBSHM) has recently emerged as a promising paradigm to enhance monitoring capabilities across populations of structures. A central requirement for PBSHM is the collection of data from differen…
View article: Structural evaluation of cracked shield tunnels using computer-vision-based model updating techniques
Structural evaluation of cracked shield tunnels using computer-vision-based model updating techniques Open
View article: Interpretable Deep Learning for Railroad Health Monitoring Using Accelerometers and Distributed Acoustic Sensing
Interpretable Deep Learning for Railroad Health Monitoring Using Accelerometers and Distributed Acoustic Sensing Open
The health monitoring of long-distance infrastructures, such as railways, poses significant challenges due to extensive spatial coverage, operational complexity, and varying environmental conditions. Traditional methods are often limited b…
View article: The biharmonic hypersurface flow and the Willmore flow in higher dimensions
The biharmonic hypersurface flow and the Willmore flow in higher dimensions Open
The biharmonic flow of hypersurfaces $M^n$ immersed in the Euclidean space $\mathbb {R}^{n+1}$ for $n\geq 2$ is given by a fourth order geometric evolution equation, which is similar to the Willmore flow. We apply the Michael-Simon-Sobolev…
View article: The More, the Better? Investigating the Intertwined Effects of Training Data Quantity and Specificity on Visual Scene Understanding Ai in Dynamic Construction Environments
The More, the Better? Investigating the Intertwined Effects of Training Data Quantity and Specificity on Visual Scene Understanding Ai in Dynamic Construction Environments Open
View article: HSAN: A Side Adapter Network with Hybrid Compression and Local Enhancement Attention
HSAN: A Side Adapter Network with Hybrid Compression and Local Enhancement Attention Open
Significant progress has been made in open-vocabulary semantic segmentation tasks, particularly in recognizing and segmenting unseen categories by leveraging Contrastive Language-Image Pre-training CLIP . Among existing methods, the Side A…
View article: The More, the Better? Investigating the Intertwined Effects of Training Data Quantity and Specificity on Visual Scene Understanding Ai in Dynamic Construction Environments
The More, the Better? Investigating the Intertwined Effects of Training Data Quantity and Specificity on Visual Scene Understanding Ai in Dynamic Construction Environments Open
View article: Long-Term Assessment of Soil Salinization Patterns in the Yellow River Delta Using Landsat Imagery from 2003 to 2021
Long-Term Assessment of Soil Salinization Patterns in the Yellow River Delta Using Landsat Imagery from 2003 to 2021 Open
The Yellow River Delta (YRD), as a key area for the economic development of the Bohai Rim region, significantly impacts soil fertility and plant growth through soil salinization content. Accurately determining the spatial distribution of s…
View article: Methodology for Object-Level Change Detection in Post-Earthquake Building Damage Assessment Based on Remote Sensing Images: OCD-BDA
Methodology for Object-Level Change Detection in Post-Earthquake Building Damage Assessment Based on Remote Sensing Images: OCD-BDA Open
Remote sensing and computer vision technologies are increasingly leveraged for rapid post-disaster building damage assessment, becoming a crucial and practical approach. In this context, the accuracy of employing various AI models in pixel…
View article: Condensate remodeling reorganizes innate SS18 in synovial sarcomagenesis
Condensate remodeling reorganizes innate SS18 in synovial sarcomagenesis Open
SS18-SSX onco-fusion protein formed through aberrant chromosomal translocation t (X, 18; p11, q11), is the hallmark and plays a critical role in synovial sarcomagenesis. The recent works indicated that both the pathological SS18-SSX tumori…
View article: Improving the crashworthiness of B-Pillars in side-collisions
Improving the crashworthiness of B-Pillars in side-collisions Open
The B-pillar plays a crucial element in protecting passengers during side collisions. However, the current technology used in B-pillars is insufficient in providing adequate protection. Therefore, this research aims to investigate ways to …
View article: Seismic Responses Analysis of Suspended Ceiling Structure Attached to Large LNG Storage Tank
Seismic Responses Analysis of Suspended Ceiling Structure Attached to Large LNG Storage Tank Open
The suspended ceiling (SC) of LNG storage tank on land is mainly composed of hanger rods, reinforcing rings, and aluminum panels. The hanger rods are prone to damage during earthquakes, which will affect the safe operation of the whole sto…
View article: Long-Tailed Recognition Via Key Attribute Learning
Long-Tailed Recognition Via Key Attribute Learning Open
View article: Experimental investigation on static flexural behavior of fatigue damaged SRC beams strengthened with CFRP sheets
Experimental investigation on static flexural behavior of fatigue damaged SRC beams strengthened with CFRP sheets Open
This paper presents an experimental investigation on CFRP strengthening of severely fatigue damaged SRC (steel-reinforced concrete) beams. Bending tests were carried out on three types of SRC beams: (1) SRC beams without any damage, (2) da…
View article: Synthetic-to-Real Domain Adaptation with Virtual Laser Scanning and Self-Training-Based Category-Aware Cuboid Mixing for Semantic Segmentation of Bridge Point Clouds
Synthetic-to-Real Domain Adaptation with Virtual Laser Scanning and Self-Training-Based Category-Aware Cuboid Mixing for Semantic Segmentation of Bridge Point Clouds Open
View article: Dynamic Response of Horizontally Curved Bridges: Non-Smooth Contact Analytical Model with Seismic Time-History Input
Dynamic Response of Horizontally Curved Bridges: Non-Smooth Contact Analytical Model with Seismic Time-History Input Open
View article: Recent advances in wireless sensor networks for structural health monitoring of civil infrastructure
Recent advances in wireless sensor networks for structural health monitoring of civil infrastructure Open
Wireless Smart Sensor Networks (WSSN) have seen significant advancements in recent years. They act as a core part of structural health monitoring (SHM) systems by facilitating efficient measurement, assessment, and hence maintenance of civ…
View article: Damage Detection and Localization of Bridge Deck Pavement Based on Deep Learning
Damage Detection and Localization of Bridge Deck Pavement Based on Deep Learning Open
Bridge deck pavement damage has a significant effect on the driving safety and long-term durability of bridges. To achieve the damage detection and localization of bridge deck pavement, a three-stage detection method based on the you-only-…
View article: Roadmap on measurement technologies for next generation structural health monitoring systems
Roadmap on measurement technologies for next generation structural health monitoring systems Open
Structural health monitoring (SHM) is the automation of the condition assessment process of an engineered system. When applied to geometrically large components or structures, such as those found in civil and aerospace infrastructure and s…
View article: Automated Real-Time Sudden Damage Detection Using Blind Source Separation and Shapelet Transform
Automated Real-Time Sudden Damage Detection Using Blind Source Separation and Shapelet Transform Open
View article: xImpact: Intelligent Wireless System for Cost-Effective Rapid Condition Assessment of Bridges under Impacts
xImpact: Intelligent Wireless System for Cost-Effective Rapid Condition Assessment of Bridges under Impacts Open
Bridge strikes by over-height vehicles or ships are critical sudden events. Due to their unpredictable nature, many events go unnoticed or unreported, but they can induce structural failures or hidden damage that accelerates the bridge’s l…
View article: Autonomous end-to-end wireless monitoring system for railroad bridges
Autonomous end-to-end wireless monitoring system for railroad bridges Open
One of the most critical components of the US transportation system is railroads, accommodating transportation for 48% of the nation’s total modal tonnage. Despite such vital importance, more than half of the railroad bridges, an essential…
View article: A Reflective Framework for Performance Management (REFORM) of Real-Time Hybrid Simulation
A Reflective Framework for Performance Management (REFORM) of Real-Time Hybrid Simulation Open
Currently, the lack of (1) a sufficiently integrated, adaptive, and reflective framework to ensure the safety, integrity, and coordinated evolution of a real-time hybrid simulation (RTHS) as it runs, and (2) the ability to articulate and g…
View article: Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring Open
The use of digital accelerometers featuring high sensitivity and low noise levels in wireless smart sensors (WSSs) is becoming increasingly common for structural health monitoring (SHM) applications. Improvements in the design of Micro Ele…
View article: Sudden Event Monitoring of Civil Infrastructure Using Demand-Based Wireless Smart Sensors
Sudden Event Monitoring of Civil Infrastructure Using Demand-Based Wireless Smart Sensors Open
Wireless smart sensors (WSS) have been proposed as an effective means to reduce the high cost of wired structural health monitoring systems. However, many damage scenarios for civil infrastructure involve sudden events, such as strong eart…
View article: Development of a High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
Development of a High-Sensitivity Wireless Accelerometer for Structural Health Monitoring Open
Structural health monitoring (SHM) is playing an increasingly important role in ensuring the safety of structures. A shift of SHM research away from traditional wired methods toward the use of wireless smart sensors (WSS) has been motivate…