3 papers
cs.DC2026
Water-network decisions share one hydraulic gradient, and it can now be computed exactly
Tianwei Mu, Yue Wang, Mingzhe Yuan +6
Calibration, leak localisation and sensor placement on water distribution networks (WDNs) are decisions about continuous parameters, yet the hydraulic engine that defines the physi…
cs.AI2026
Verifiable abstention makes AI leak diagnosis accountable in urban water distribution networks
Tianwei Mu, Yue Wang, Mingzhe Yuan +8
Leak localization is usually evaluated as forced-choice prediction, although sparse hydraulic observations may not justify excavation. Here, we quantify a pressure-information limi…
cs.CV2025
NexViTAD: Few-shot Unsupervised Cross-Domain Defect Detection via Vision Foundation Models and Multi-Task Learning
Tianwei Mu, Feiyu Duan, Bo Zhou +2
This paper presents a novel few-shot cross-domain anomaly detection framework, Nexus Vision Transformer for Anomaly Detection (NexViTAD), based on vision foundation models, which e…