Jin Dong

Generalizable Web User Interface for Scalable and Streamlined Deployment of Building Energy Management Systems in Small and Medium-Sized Commercial Buildings

J.-Y. Chung, USDOE Office of Energy Efficiency and Renewable Energy (EERE), USDOE, Sen Huang et autres

Small and medium-sized commercial buildings (SMCBs) comprise 94% of US commercial buildings yet face significant barriers to implementing building energy management systems despite advances in smart device technology. Existing solutions present critical limitations: cloud-based API solutions simplify deployment but create vendor lock-in …

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Mitigating odor-related community resistance under compulsory food waste bag-breaking: Dual-objective waste logistics optimization framework for residents' odor perception and logistics cost

Yue Wang, Long Wen, Jin Dong, Wu Su et autres

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Annual Monitoring of Ecological Environment Quality and Spatial Heterogeneity in an Old Industrial City: Evidence from Tangshan, China

Ruipeng Zhu, Yongqiang Ren, Siyuan Wu, Mingyuan Ye et autres

Assessing the ecological and environmental quality of old industrial cities is crucial for understanding the spatial heterogeneity of ecological quality and its associated factors during regional transformation. Taking Tangshan, a typical old industrial city in China, as a case study, this study …

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PhOrch: Proactive Phase-Level Flow Path Orchestration For Contention-Free LLM Training

Ziyang Zou, Shuangwu Chen, Tao Zhang, Huihuang Qin et autres

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EquiLink Bridge: A Semi-Custodial Approach to Cross-Chain Transactions via TEE

Tingda Shen, Yebo Feng, Jin Dong, Konglin Zhu et autres

The rising demand for blockchain interoperability is accelerating advancements in cross-chain bridge technologies, which are crucial for a seamless information transfer in multi-blockchain ecosystems. Existing blockchain bridges are typically classified into two categories: custodial and non-custodial. Custodial bridges use a trusted third …

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Scheduling Training-Inference Co-Location in Demand Response for Sustainable Edge AI

Konglin Zhu, Siyuan Wei, Xuan'er Wu, Lei Jiao et autres

In the pursuit of data privacy and reduced latency, the adoption of edge intelligence has surged. Meanwhile, the enormous increase in AI has resulted in significant energy consumption. Edge intelligence plays a crucial role in Energy Demand Response (EDR). However, existing edge …

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Effects of different types of exercise interventions on perinatal depression, anxiety, and quality of life: a systematic review and meta-analysis

Jin Dong, Xufeng Lv, Jinjin Chi

OBJECTIVE: Although exercise is widely advocated for enhancing perinatal mental health, the optimal modalities for specific perinatal stages remain unclear. This study aimed to evaluate the comparative efficacy of various exercise types on perinatal depression, anxiety, and quality of life, and to …

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Beyond protection: navigating biomedical HIV prevention and risk compensation in MSM, 2018–2024

Qi Zhang, Zhan Lin, Jing Yang, Qingcui Wu et autres

BACKGROUND: Men who have sex with men (MSM) face a disproportionately high HIV risk globally. Biomedical prevention strategies, including pre-exposure prophylaxis (PrEP) and post-exposure prophylaxis (PEP), reduce HIV transmission, but their combined impact on sexual risk behaviors remains uncertain, raising concerns about …

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Transmission dynamics and control of tuberculosis in high-altitude regions: a modelling study in Xizang, China

Miaomiao Li, Ruyu Zheng, Luo Guo, Yuxuan WU et autres

OBJECTIVES: To estimate tuberculosis (TB) incidence trends in the high-altitude Xizang, China, and to explore the key intervention strategies on achieving the WHO 2030 TB control target. DESIGN: We developed a susceptible-exposed-infectious-recovered transmission model using routinely reported TB surveillance data from 2004 …

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Grid-Orch: An LLM-Powered Orchestrator for Distribution Grid Simulation and Analytics

Boming Liu, Jin Dong, Jianming Lian

The power distribution engineering workforce faces a projected shortage of up to 1.5 million engineers by 2030, creating urgent demand for more accessible analysis tools. This paper introduces Grid-Orch, a framework that bridges Large Language Models (LLMs) and power system simulation through …

Combined effects of air pollution and meteorological factors on the risk of newly tuberculosis cases: a time-series study in Tibet, China

Luo Guo, Jin Dong, Junfeng Zhang, Zhuang Cui et autres

Abstract The Tibet Autonomous Region, the world’s highest region, faces high tuberculosis (TB) rates, exacerbated by its unique environment and climate. However, the combined impact of air pollution and meteorological factors exposure on the prevalence of TB remains understudied. Daily data on …

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Superstring amplitudes meet surfaceology

Qu Cao, Jin Dong, Song He, F. Zhu

We reformulate tree-level amplitudes in open superstring theory (type-I) in terms of stringy Tr (\phi^3) ( ϕ 3 ) amplitudes with various kinematical shifts in the “curve-integral” formulation: while the bosonic-string amplitude with n n pairs of “scaffolding” scalars comes from a …

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