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.AI2026
ReasonCast: Agentic Demand Forecasting with Selective Semantic Reasoning
Ziyue Yang, Chaolin Xu, Yijing Wang +5
Demand forecasting increasingly requires combining two complementary sources of information: historical sales reveal recurring numerical dynamics, while future promotions, holidays…