Tian Ding

Molecular and physiological variation associated with bacterial adaptation to phage selection

Aminu Mahmoud, Tian Ding, Juhee Ahn

This dataset contains the source data and analysis files associated with the study “Molecular and physiological variation associated with bacterial adaptation to phage selection.” The deposited materials include phenotypic data on phage resistance, adsorption, fitness, motility, host range, and antibiotic susceptibility, together …

Molecular and physiological variation associated with bacterial adaptation to phage selection

Aminu Mahmoud, Tian Ding, Juhee Ahn

This dataset contains the source data and analysis files associated with the study “Molecular and physiological variation associated with bacterial adaptation to phage selection.” The deposited materials include phenotypic data on phage resistance, adsorption, fitness, motility, host range, and antibiotic susceptibility, together …

A heavier tail accelerates the intensification of extreme summer mesoscale convective systems precipitation rate in East Asia during 2000–2024

Tian Ding, Tianjun Zhou, Zhun Guo, Qian Zou

Abstract The East Asian Summer Monsoon region is frequently threatened by severe floods induced by mesoscale convective systems (MCSs). Understanding historical changes in MCS precipitation rate (MCS-PR), particularly in the extreme upper tail, is therefore critical for design of hydraulic infrastructure. This …

cn (code pays fourni par la source)

Genomic, CRISPR, and structural datasets underlying Vibrio–phage interaction and defense system analysis

Song Zhang, Xiaoyu Wang, Jiayi Zhang, X. Liao et autres

This dataset contains raw and processed data underlying the study on Vibrio–phage interactions, including genome sequences, CRISPR arrays, spacer–protospacer mappings, defense system annotations, phylogenetic analyses, and structural modeling outputs. It also includes scripts used for analysis and figure generation. All raw sequencing …

Genomic, CRISPR, and structural datasets underlying Vibrio–phage interaction and defense system analysis

Song Zhang, Xiaoyu Wang, Jiayi Zhang, X. Liao et autres

This dataset contains raw and processed data underlying the study on Vibrio–phage interactions, including genome sequences, CRISPR arrays, spacer–protospacer mappings, defense system annotations, phylogenetic analyses, and structural modeling outputs. It also includes scripts used for analysis and figure generation. All raw sequencing …

Sharpening Mesoscale Convective Systems Induced by Enhanced Moisture–Convection Feedback Over East Asia During 2000–2021

Tian Ding, Tianjun Zhou, Zhun Guo, Qian Zou

Abstract Changes in mesoscale convective system (MCS) spatial structure under climate warming are crucial, as steeper gradients combined with stronger storms significantly increase the risk of local record‐breaking rainfall events. However, mechanisms driving the changes in spatial structure remain unexplored. Here we …

cn (code pays fourni par la source)

Contribution of Mesoscale Convective Systems to Floods in the East Asian Summer Monsoon Region

Tian Ding, Tianjun Zhou, Zhun Guo, Yuan Yang et autres

Abstract The quantitative relationship between Mesoscale Convective Systems (MCSs) and floods over East Asia has not been established. In this study, MCSs are clustered into four types with Self‐Organizing Map approach. Floods in June‐August of 2000–2021 are linked with different types of …

cn, us (code pays fourni par la source)

Multi-agent deep reinforcement learning with enhanced collaboration for distribution network voltage control

Jiapeng Huang, Huifeng Zhang, Tian Ding, Zhen Zhang et autres

cn (code pays fourni par la source)

Optimal demand response based dynamic pricing strategy via Multi-Agent Federated Twin Delayed Deep Deterministic policy gradient algorithm

Haining Ma, Huifeng Zhang, Tian Ding, Dong Yue et autres

cn, Afrique du Sud (code pays fourni par la source)

Behavior Representation Learning for Reliable Monitoring of AI Inference Backends

Tian Ding, Ye Yuan

In multi-tenant and multi-model concurrent AI inference backends, system behavior exhibits high dynamics and complex structure. This property poses significant challenges to monitoring mechanisms based on rules or single metrics. From the perspective of system behavior modeling, this paper proposes a learning …

Behavior Representation Learning for Reliable Monitoring of AI Inference Backends

Tian Ding, Ye Yuan

In multi-tenant and multi-model concurrent AI inference backends, system behavior exhibits high dynamics and complex structure. This property poses significant challenges to monitoring mechanisms based on rules or single metrics. From the perspective of system behavior modeling, this paper proposes a learning …

Impact of Convection‐Permitting and Model Resolution on the Simulation of Mesoscale Convective System Properties Over East Asia

Tian Ding, Zhun Guo, Liwei Zou, Tianjun Zhou

Abstract In this study, two limited‐area convection‐permitting models (ICON‐CPMs) and convection‐parameterized models (ICON‐CParMs) covering the Asia monsoon region from ICOsahedral Nonhydrostatic model are conducted to investigate the sensitivities of Mesoscale Convective Systems (MCSs) to convection configurations and horizontal resolutions. We find that …

cn (code pays fourni par la source)