Jian Hou
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View article: Diabetes-Attributable Tuberculosis Burden: Global Disparities by Socio-Demographic Index, National Trends in Asia, and Projections (2017–2030)
Diabetes-Attributable Tuberculosis Burden: Global Disparities by Socio-Demographic Index, National Trends in Asia, and Projections (2017–2030) Open
Background The syndemic interaction between diabetes and tuberculosis (TB) represents a growing threat to global health equity, yet comprehensive assessments of its spatiotemporal burden across heterogeneous Asian populations remain limite…
View article: Geospatial Disparities in Type 2 Diabetes Burden and Nutrient-Driven Metabolic Dysregulation Across US States: A Multimodal Analysis of GBD Data, Dietary Risks, and Biomarker Networks
Geospatial Disparities in Type 2 Diabetes Burden and Nutrient-Driven Metabolic Dysregulation Across US States: A Multimodal Analysis of GBD Data, Dietary Risks, and Biomarker Networks Open
Background Type 2 diabetes mellitus (T2DM) exhibits profound geographic inequities across the United States, yet the spatiotemporal dynamics of diet-attributable burden and underlying nutrient-metabolic networks remain poorly characterized…
View article: Voronoi-GRU-Based Multi-Robot Collaborative Exploration in Unknown Environments
Voronoi-GRU-Based Multi-Robot Collaborative Exploration in Unknown Environments Open
In modern society, the autonomous exploration of unknown environments has attracted extensive attention due to its broad applications, such as in search and rescue operations, planetary exploration, and environmental monitoring. This paper…
View article: Local enhancing technique and design of perforated steel plate shear walls
Local enhancing technique and design of perforated steel plate shear walls Open
View article: Multi-Robot Collaborative Exploration on Communication-Constrained Environments
Multi-Robot Collaborative Exploration on Communication-Constrained Environments Open
Multi-robot cooperative exploration systems can gather environmental data in harsh and unknown scenarios, reducing the risk of human exposure and enhancing exploration capabilities. However, some communication-constrained (e.g., post-disas…
View article: Experimental and Numerical Study of Partially Buckling Restrained Steel Plate Shear Walls with an Intermediate Column
Experimental and Numerical Study of Partially Buckling Restrained Steel Plate Shear Walls with an Intermediate Column Open
View article: Exploring the spatial spillover effects of Yangtze River Delta ports on urban economic growth
Exploring the spatial spillover effects of Yangtze River Delta ports on urban economic growth Open
The Yangtze River Delta (YRD) ports are pivotal in shaping the Yangtze River Economic Belt and advancing urban economies across China. This article utilizes panel data from 20 cities with ports in the YRD area, spanning from 2011 to 2020, …
View article: Cyclic test and analysis of UHTCC‐enhanced buckling‐restrained steel plate shear walls
Cyclic test and analysis of UHTCC‐enhanced buckling‐restrained steel plate shear walls Open
The ultra‐high toughness cementitious composite (UHTCC) has the tensile strain‐hardening characteristic and an excellent ability to prevent tensile cracking. To enhance the seismic and durability performance of the conventional buckling‐re…
View article: Examining the role of the digital economy in carbon production efficiency under incentive-based environmental regulations: a spatial spillover perspective
Examining the role of the digital economy in carbon production efficiency under incentive-based environmental regulations: a spatial spillover perspective Open
As China transitions towards high-standard growth development, the digital economy profoundly influences the formation of a new paradigm for reducing carbon emissions in this new era. This study examines how the digital economy impacts car…
View article: The impact of energy consumption on carbon emissions intensity in China: evidence from a dynamic panel quantile regression model
The impact of energy consumption on carbon emissions intensity in China: evidence from a dynamic panel quantile regression model Open
China, being the largest global emitter of carbon, faces significant challenges in mitigating carbon emissions from energy consumption. The empirical findings reveal that the impact of energy consumption intensity and energy consumption st…
View article: Flexural Experiment and Design Method of Steel-Wire-Enhanced Insulation Panels
Flexural Experiment and Design Method of Steel-Wire-Enhanced Insulation Panels Open
A new type of non-dismantling composite insulation panel, namely a steel-wire-enhanced insulation panel, was proposed. Compared to traditional organic insulation panels, the construction procedure is reduced, and the fire resistance is imp…
View article: The Probabilistic Hesitant Fuzzy TOPSIS Method Based on the Regret Theory and Its Application in Investment Strategy
The Probabilistic Hesitant Fuzzy TOPSIS Method Based on the Regret Theory and Its Application in Investment Strategy Open
The TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) is a popular multi-attribute decision making method. However, the increasing uncertain information with probability and the psychological factor of regret aversion…
View article: Exploration-Enhanced Multi-Agent Reinforcement Learning for Distributed Pv-Ess Scheduling with Incomplete Data
Exploration-Enhanced Multi-Agent Reinforcement Learning for Distributed Pv-Ess Scheduling with Incomplete Data Open
View article: Discriminator Based Resilient Multi-agent Deep Deterministic Policy Gradient Under Uncertain Faulty Agents
Discriminator Based Resilient Multi-agent Deep Deterministic Policy Gradient Under Uncertain Faulty Agents Open
In recent years, Multi-agent reinforcement learning (MARL) is widely applied in various of fields, to achieve a global goal in a centralized or distributed manner. However, during its application it is crucial to be fault-tolerance as some…
View article: Multi-Agent Reinforcement Learning Based Scheduling for Distributed PV-ESS Considering Incomplete Data Acquisition
Multi-Agent Reinforcement Learning Based Scheduling for Distributed PV-ESS Considering Incomplete Data Acquisition Open
View article: Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law
Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law Open
Recent advances in Multi-agent Reinforcement Learning (MARL) have made it possible to implement various tasks in cooperative as well as competitive scenarios through trial and error, and deep neural networks. These successes motivate us to…
View article: Non-Cooperative Game in Block Bidding Markets Considering Demand Response
Non-Cooperative Game in Block Bidding Markets Considering Demand Response Open
With the reform of electricity markets, demand response (DR) plays an important role in providing flexibility to the markets. Block bidding market is a new market mode, which is based on the concept of “the same quality, the same price”. T…
View article: Resilient Consensus via Weight Learning and Its Application in Fault-Tolerant Clock Synchronization
Resilient Consensus via Weight Learning and Its Application in Fault-Tolerant Clock Synchronization Open
This paper addresses the distributed consensus problem in the presence of faulty nodes. A novel weight learning algorithm is introduced such that neither network connectivity nor a sequence of history records is required to achieve resilie…
View article: Group Information Based Nonlinear Consensus for Multi-Agent Systems
Group Information Based Nonlinear Consensus for Multi-Agent Systems Open
This paper continues our previous hierarchical consensus work by considering a nonlinear case. All agents are partitioned into a set of groups, each of which contains a value called group information, representing a convex combination of a…
View article: Resource-Efficiently Survivable IoT Services Provisioning via Virtual Network Embedding in Fiber-Wireless Access Network
Resource-Efficiently Survivable IoT Services Provisioning via Virtual Network Embedding in Fiber-Wireless Access Network Open
Fiber-Wireless (FiWi) access network is a promising network architecture to provide the constantly available connections for the collaboration of objects in the Internet of Things (IoT). The network virtualization is dominating the evoluti…
View article: A smoothing method for a class of generalized Nash equilibrium problems
A smoothing method for a class of generalized Nash equilibrium problems Open
The generalized Nash equilibrium problem is an extension of the standard Nash equilibrium problem where both the utility function and the strategy space of each player depend on the strategies chosen by all other players. Recently, the gen…