Yong Wang

On-Board Implementation of Thermal Runaway Detection in Lithium-Ion Battery Packs: Methods, Metrics, and Challenges

Run-Yu Yu, Bing-Chuan Wang, Yong Wang

Effective thermal runaway (TR) detection is critical for the safety of lithium-ion battery packs, particularly in electric vehicles. However, deploying laboratory-validated methods into resource-constrained battery management systems (BMS) presents significant engineering challenges. This review surveys the state of the art in on-board …

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Gear-Like MOF Microrobots for Single Cell Mechanotransduction of Microvilli

Xiaoxia Liu, Yong Wang, Lin Lin, Ning Liu et autres

Adaptive controllable architecture of analog Ising machine

Langyu Li, Ruoyu Wu, Yong Wang, Guofeng Zhang et autres

As a quantum-inspired, non-traditional analog solver architecture, the analog Ising machine (AIM) has emerged as a distinctive computational paradigm to address the rapidly growing demand for computational power. However, the mathematical understanding of its principles, as well as the optimization of its …

Anchored Policy Optimization: Mitigating Exploration Collapse Via Support-Constrained Rectification

Tianyi Wang, Long Li, Hongcan Guo, Yibiao Chen et autres

Reinforcement Learning with Verifiable Rewards (RLVR) is increasingly viewed as a tree pruning mechanism. However, we identify a systemic pathology termed Recursive Space Contraction (RSC), an irreversible collapse driven by the combined dynamics of positive sharpening and negative squeezing, where the sampling …

Gear-Like MOF Microrobots for Single Cell Mechanotransduction of Microvilli

Xiaoxia Liu, Yong Wang, Lin Lin, Ning Liu et autres

Journey to the Centre of Cluster: Harnessing Interior Nodes for A/B Testing under Network Interference

Qianyi Chen, Anpeng Wu, Bo Li, Lu Deng et autres

A/B testing on platforms often faces challenges from network interference, where a unit's outcome depends not only on its own treatment but also on the treatments of its network neighbors. To address this, cluster-level randomization has become standard, enabling the use of …

Safe and Stylized Trajectory Planning for Autonomous Driving via Diffusion Model

Shuo Pei, Yong Wang, Yuanchen Zhu, Chen Sun et autres

Achieving safe and stylized trajectory planning in complex real-world scenarios remains a critical challenge for autonomous driving systems. This paper proposes the SDD Planner, a diffusion-based framework designed to effectively reconcile safety constraints with driving styles in real time. The framework integrates …

Keystone Fungal Endophytes of Panax Plants Drive the Conversion of Ginsenoside Rb1 to Rd

Ruikang Ma, Guangfei Wei, Songzi Li, Tongle Li et autres

Keystone taxa are critical for microbial community homeostasis and ecological niche interactions. However, the functions and genomic traits of endophytic keystone fungi in plant tissues remain unclear. Via network analysis, this study identified keystone fungi Plectosphaerella (Plec) and Cladosporium (Clad) in roots/leaves …

Quantification of chemical speciation of As species by SERS-active Bi2SeO5-Ag hybrid nanostructures

Xiang-Qian Kong, Wenyan Xia, Jieqiong Zhang, Wei Tian et autres

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Thermodynamic Performance of Advanced Adiabatic Compressed Air Energy Storage in Deep Wells Considering Unsteady Wellbore–Rock Heat Transfer

Dongjin Xu, Zhiwen Xu, Shuqi Niu, Feipeng He et autres

Repurposing deep abandoned oil and gas wells for advanced adiabatic compressed air energy storage (AA-CAES) has attracted increasing attention; however, reliable performance assessment is challenged by the complex thermal behaviour induced by the large aspect ratio of deep wells and the long-term …

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