Depression is a serious personal and public mental health problem. Self-reporting the main method used to diagnose depression determine severity of depression. However, it not easy discover patients with owing feelings shame in disclosing or discussing their conditions others. Moreover, self-reporting time-consuming, usually leads missing certain number cases. Therefore, automatic discovery from other sources such as social media has been attracting increasing attention. Social media, one...

This study introduces a multiple-input convolutional neural network (MI-CNN) model for the seismic damage assessment of regional buildings. First, ground motion sequences together with building attribute data are adopted as inputs proposed MI-CNN model. Second, prediction accuracy is discussed comprehensively different scenarios. The overall 79.7%, and accuracies all scenarios above 77%, indicating good performance method. computation efficiency method 340 times faster than that nonlinear...

With the burgeoning integration of robot technology into nuclear industry, standardization robots has emerged as a pivotal issue. The is critical for ensuring safety, efficiency, and sustainable development energy. This paper presents systematic analysis classification, functionality, evolutionary landscape globally. An in-depth discourse on specific demand within sector provided, elucidating structural framework standard system levels standards. Furthermore, puts forward implementation...

Abstract The accumulation process of sulfate reducing bacteria (SRB) biofilms established in anaerobic stagnant batch bioreactors on the surface carbon steel and nutrient transport corrosion products distribution it were characterized by X‐ray Photoelectron Spectroscopy (XPS). In addition, occurrence development under SRB biofilm was investigated Electrochemical Impedance (EIS) in‐situ. results show that thickness increases exponentially with time beginning after 14 days reaches a maximum....

Depression is a serious challenge for personal and public health. Tens of millions people suffer from depression every year, but only small part them can receive professional treatment. Because usually avoid disclosing or discussing mental health conditions, which are considered as stigma taboo. Social network, such the most popular Chinese microblogging website Sina Weibo, provides channel people, including depressed patients, to share their thoughts. We may find emotions microblogs. In...

Abstract Despite the common use of pervious concrete (PC), there is no standard way producing test specimens, which undergo testing to infer behaviour PC in field. Vibrating table most method but greatly reduced vibration time compare with normal laboratory. Marshall compaction and superpave gyratory compactor (SGC) are recommended molding methods for porous asphalt mixtures manufactured laboratory environment. Three kinds samples three target porosities were prepared by above methods,...

Abstract Pervious concrete is one of the most important new materials in sustainable development infrastructure construction, and has been widely studied developed by industry. Through freeze-thaw test, dynamic elastic modulus mass test strength durability pervious with different molding methods was studied. The results show that loss rate decline controlled are lowest after 25 cycles freezing thawing, marshall compacted modulus, plug-in durability. Finally, mix proportion optimal target...

Based on the theory of target curve, a method improving flatness curve is proposed. The transverse temperature distributions strip are measured and described with biquadratic expression, statistics used to analyze distributions. Finally, additional stress compensation calculated improve shape.

The damp and efflorescence for building bricks are the common disease of material. These phenomena may influence severely durability indoor-air sanitation. From a macro perspective, brick construction is related to moisture condition different masonry materials. Moreover, growth mechanism has caused by M.C. elapsed time being affected with from micro perspective. Therefore, this article focus on damp. This study uses systemic experimental design method conducts large number fundamental...

Background: Carbapenems are considered the last line of defence against bacterial infections, but their high consumption and resulting antibacterial resistance an increasing global concern. In this context, Chinese health authority issued expert consensus on clinical applications carbapenems. However, long- short-term effects carbapenem use not clear. Methods: This study was conducted in Shaanxi, a northwest province China. We collected all available procurement data between January 2017...

Hypoxia has been reported to be an important factor leading male infertility, and it that hypoxia can induce the apoptosis of mouse spermatogenic cells. Sirtuin 3 (SIRT3) promote degradation hypoxia-inducible 1α (HIF-1α), thus, we hypothesized SIRT3 may influence hypoxia-induced spermatogonia. In this study, overexpressed or inhibited in type B spermatogonia GC-2 cells then subjected normoxia, before examining hypoxia-responsive gene expression cell viability. We report stabilizes (HIF-1α)...

This research focuses on the Preliminary Study of building pathological information system (BPIS) for Wall Painting heritage architecture. The former field investigation gathers extensive and detailed characteristics fresco. analysis fresco disease helps to establish framework deterioration factors layer BPIS. On account similarity general GIS, BPIS takes advantage CAD, Arcmap, ArcCatalog build a visual this study. In conservation project Liang-yi temple at Wudang Mountain, managed provides...

<sec> <title>BACKGROUND</title> Depression is a serious personal and public mental health problem. Self-reporting the main method used to diagnose depression determine severity of depression. However, it not easy discover patients with owing feelings shame in disclosing or discussing their conditions others. Moreover, self-reporting time-consuming, usually leads missing certain number cases. Therefore, automatic discovery from other sources such as social media has been attracting increasing...

During strong earthquakes, the surrounding shield tunnel soil may enter non-linear regime. When springs and dampers are utilized to simulate soil-structure interaction, nonlinear properties of equivalent must be considered in dynamic analysis. This paper derived motion equations segments under longitudinal seismic action. The characteristics response actions were analyzed. influences P-wave velocity parameter segment bolting stiffness on internal force deformation interaction investigated....

The material moisture affects directly the appearance of building construction and performance interior micro climate environment. In this study, it was discussed damp efflorescence disease mechanism masonry through Lab experiments. It taken results difference with mortar between lime cement, which will cause different diseases.