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Article Synopsis
  • * The research introduces a new model called NATURE, which uses a multi-level clustered structure to improve attack resistance, reduce communication load, and enhance efficiency in industrial settings.
  • * NATURE incorporates a multifactor trust estimation framework that evaluates node performance based on behavior, energy use, and communication reliability, enabling adaptive trust assessments and prioritizing recent node actions for better network dependability.
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The burden of brooding on neural error processing: The role of repetitive negative thinking in major depressive disorder with and without comorbid anxiety disorders.

J Affect Disord

January 2025

Laureate Institute for Brain Research, Tulsa, OK, USA; Oxley College of Health & Natural Sciences, The University of Tulsa, Tulsa, OK, USA; Research Center for Child Mental Development, Chiba University, Chiba, Japan.

Article Synopsis
  • The study looked at how people with Major Depressive Disorder (MDD) who think negatively a lot (called repetitive negative thinking or RNT) process mistakes in their brains.
  • They used a special method to measure brain activity while people tried to stop themselves from making errors.
  • Results showed that those with high RNT and no anxiety didn't respond well to mistakes, while those with anxiety managed to process errors better, suggesting that anxiety might help with recognizing mistakes.
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Deep Edge-Based Fault Detection for Solar Panels.

Sensors (Basel)

August 2024

School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, China.

Solar panels may suffer from faults, which could yield high temperature and significantly degrade their power generation. To detect faults of solar panels in large photovoltaic plants, drones with infrared cameras have been implemented. Drones may capture a huge number of infrared images.

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The thesis that agents should their beliefs in the face of higher-order evidence-i.e., should adjust their first-order beliefs in response to evidence suggesting that the reasoning underlying those beliefs is faulty-is sometimes thought to be in tension with Bayesian approaches to belief update: in order to obey Bayesian norms, it's claimed, agents must remain in the face of higher-order evidence.

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A Cross-Sectional Survey of Work-Related Musculoskeletal Disorders in Physiotherapists Using Orebro Musculoskeletal Pain Questionnaire (OMPQ).

Indian J Occup Environ Med

December 2023

Department of Community Physiotherapy, Dr. APJ Abdul Kalam College of Physiotherapy, Pravara Institute of Medical Sciences, Loni, Ahmednagar, Maharashtra, India.

Background: Physiotherapists in India are at a high risk of work-related musculoskeletal disorder (WRMSD). Faulty ergonomics and incorrect patient handling techniques are the common causes of WRMSDs. The disabilities caused due to musculoskeletal injuries are the frequent cause of absenteeism from work.

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