bluuebunny/crossref_metadata_2025_split huggingface dataset:
Energy consumption analysis and growth trend prediction of green energy saving buildings
Authors: Liu Shan 
Published: May 2021

Abstract
With economic development and technological progress,energy issues have become a key issue of world-wide concern.In energy consumption,building energy consumption accounts for a relatively high proportion.Therefore,the development of green buildings cannot be delayed.In this context,this paper analyzes the energy consumption of green energy-saving buildings and predicts their growth trend,which intuitively reflects the necessity of the development of green energy-saving buildings and helps promote the development of green energy conservation in the construction industry.
Critical barriers for Chinese international construction companies under “One belt, One road” background: a case study
Authors: Zetai Wang 
Published: May 2021

Abstract
The strategy of “One Belt One Road” can not only promote common development and prosperity among countries, but also enhance mutual understanding and trust, strengthening all-round exchanges between countries. Based on the current situation that Chinese engineering enterprises lack experience in countries along the route, this paper mainly provides inspiration and conclusions for enterprises through the study and analysis of two cases.
Use of bottom ash materials in the construction industry
Authors: Aizenberg I I , Koval T V 
Published: May 2021

AbstractIt is possible to use waste from the energy production of thermal and electrical energy, in the form of ash and cinder, as a substitute for natural mineral raw materials in the production of construction materials and products. Bottom ash, being a valuable raw component for the production of mortars, concrete and reinforced concrete, under certain conditions, provides a significant increase in the quality of the multicomponent matrix, and improves the construction, technical and thermal insulation properties of the finished product. Bottom ash from TPPs is an inexpensive construction material which increases the basic construction, technical and thermal insulation properties of the resulting construction products, which leads to a decrease in heat losses among consumers and, ultimately, to a decrease in the cost of housing under construction. This contributes to the implementation of the state programs “Affordable Housing” and “Low-Rise Construction”. One of the largest consumers of bottom ash mixtures could be road construction within the framework of the state program “Development of the Transport System”. Moreover, the use of bottom ash from TPPs is an indicator of the state of the art in power engineering and construction. However, there are a number of problems that one has to face when using bottom ash in industry, the main problem being unstable fractional composition and physicochemical characteristics that do not meet technical requirements. In their turn, the physicochemical characteristics of bottom ash from TPPs are formed in the course of conversion of the fuel mineral matter during combustion in boiler plants. Knowing the behavior of the coal mineral components during combustion, it is possible to solve the problem of choosing the optimal combustion modes for the production of bottom ash materials with the chemical and mineralogical composition required by consumers, while not reducing the efficiency of the boiler plant. Thus, TPP bottom ash is becoming a valuable mineral raw material - bottom ash materials for replacing nonmetallic materials in the construction sector.
The experience of the university’s interiors decorating with monumental painting as an integral art space
Authors: Lobatskaya R M , Ignateva O A 
Published: May 2021

Abstract
The interiors of the educational buildings of the Irkutsk National Research Technical University (IRNITU) are a kind of active art museum that solves both educational and aesthetic tasks. The exhibits of this unusual museum are represented by mosaics, paintings, stained-glass windows, textiles, volumetric and spatial compositions. All of them are the works of monumental and decorative painting graduates, performed at the department, founded more than twenty-five years ago by the Professor V G Smagin, who had the honorary title of People’s Artist of Russia. The article discusses in detail the issues of zoning and the organization of the spatial environment by objects of monumental painting. The choice of materials, techniques, compositional and semantic decisions is substantiated for interiors with different functional loads. There is discussed the problem of preserving the artistic integrity of the spatial environment of the university, as well as the possible loss of works of monumental painting during future reconstructions or constructive renovation of buildings.
Current approaches to the modeling and calculation wood frame building, taking into account the joint work of the load-bearing elements of the frame and cladding
Authors: Dmitrieva T L , Podshivalova K A , Molchanov D O , Beloborodov K M 
Published: May 2021

Abstract
The analysis of the current state of issues related to the construction of design models of building structures based on wood. The main software systems are presented, in which the calculation of wooden structures is realized. The need to develop software for timber frame buildings was identified, which would allow an engineer to select sections, check structural units of spatial models of various geometric configurations and take into account the joint work of supporting structures and cladding.
Artificial neural networks as a tool for creating a road information model
Authors: Shaburov S S , Dmitrieva T L , Chernyago A B 
Published: May 2021

Abstract
The possibility of creating an information model of the highway on the basis of existing design documentation using artificial neural networks is considered. It is supposed to interconnect all the most popular formats of road design documentation data for quick and accurate search for the required parameters, further update them using GIS technologies, as well as use at the construction and operation stages. The end result may be some semblance of a digital twin of a selected stretch of road.
Government support for the construction sector as a development factor during the pandemic
Authors: Antipin D A , Ilyashevich D I 
Published: May 2021

Abstract
The construction industry is one of the key sectors of the Russian economy, since it affects the national projects, other industries and social relations. The construction industry plays an important role in creating modern images of cities, building infrastructure facilities and improving the quality of life of the Russian population. The article aims to determine the impact of the coronavirus pandemic on the construction sector of the Russian Federation. The quantitative and qualitative indicators of development of the construction industry, including the dynamics of the business confidence index, are analyzed. The most significant problems in the construction sector caused by the coronavirus pandemic are identified. The trends created by government support measures are revealed.
An algorithm of state regulation of leasing relations in the construction industry
Authors: Romanov R V , Nechaev A S 
Published: May 2021

Abstract
The article examines the nature and need for the state regulation of leasing relations in the construction industry. The construction activities are regulated by the federal construction industry development program. A set of tools for state regulation of Russian construction organizations is described. These are tools of direct and indirect regulation. Through these tools, the government regulates reproduction processes in the construction industry in order to boost the long-term construction industry development. The state regulation tools reveal possibilities of state regulation and solve problems of direct provision of construction companies with equipment. The article offers an algorithm for developing leasing relations in the construction industry by the methods of state regulation. The algorithm is aimed at developing the material and technical base of construction companies. Efficiency indicators for the use of fixed assets in construction companies are analyzed.
Problems and prospects of the Chinese construction industry
Authors: Rudykh L G , Shilova O S , Khomich N V 
Published: May 2021

Abstract
China’s economic growth is one of the most important sources of growth and stabilization of the world economy. Currently, the state has accelerated investment in new infrastructure programs. In addition to traditional infrastructure projects, the Chinese initiative is aimed at developing new technologies.Despite the new coronavirus pandemic, China’s GDP is growing quite fast today. The main support for various sectors of the economy is provided by the state and gives priority to domestic consumption demand, rather than external demand. In the construction industry, investments are increasing in infrastructure projects that contain the idea of modernizing the industry and introducing innovative technologies, including: Bcore CTS construction technology; BIM technologies; 3D printing construction technology; construction technologies using “green concrete”, and modular construction technologies continue to improve. The success of China’s economic reforms is facilitated by the fact that the state focuses on education, among other things, and this has resulted in many highly skilled workers who are able to effectively solve problems in the construction sector. Education reform and the use of new technologies contribute to the rapid development of the construction industry in China.
The features of mortgage lending in Russia in the context of the COVID-19 pandemic
Authors: Shalamov G A , Ageeva NA , Shokhonova K E , Savchenko I A 
Published: May 2021

AbstractThe article examines the main aspects of mortgage lending in the Russian Federation in the context of the COVID-19 pandemic. One of the main directions to fight the COVID-19 pandemic in Russia, as well as almost all over the world, is the introduction of a self-isolation regime. Such decision has led to the fact that in 2020 in the Russian economy in almost all sectors, the reduction in indicators was recorded. The construction industry has become an exception have kept economic performance at the same level. This was made possible through the growth of mortgage lending carried out by commercial banks. The article analyzes the current volume of mortgage loans in Russia. The authors have identified a number of scenarios for the development of the Russian mortgage market developed by experts in the field of economics, and at the moment they have also underlined the main problem in the area. The essence and conditions of mortgage loans as well as the terms of their validity in the context of epidemic were studied. The article has considered the preferential mortgage program approved by the Russian government, which had become the main source of a mortgage bubble. The main conditions and requirements of the program were analyzed. The main reasons having led to emergence of the mortgage bubble in the Russian financial market were identified and analyzed. In addition, the article provides a forecast for the development of mortgage lending in the context of the COVID-19 pandemic.
Marketing in construction, as a systematic approach to managing the activities of a construction organization
Authors: Shlepneva T O , Maletina T A 
Published: May 2021

Abstract
The development of construction, increasing its efficiency is based on its industrialization, the main directions of which are: the transfer of part of the technological processes from construction sites to factories, to stationary production conditions in order to increase the prefabricated buildings and structures; improvement of technological design solutions of buildings and structures, their further typification and unification; mechanized production of structures, products, parts and materials in factories or in the auxiliary shops of construction organizations with a high degree of their construction readiness; mechanized production of technological operations and processes of construction of buildings and structures, delivery of building materials and structures in order to ensure continuous production of construction works. In such conditions, the role of marketing activities to promote the construction company and its products increases significantly. Marketing in the activities of a construction company is an important and integral element of improving the efficiency of its construction and installation works and the financial and economic condition. The essence of the organization of marketing in construction is to use its tools for the formation of pricing policy, market research, sales promotion, optimization of types of construction and installation works, proposed real estate, etc.
Research on Comprehensive Application of BIM in Green Construction of Prefabricated Buildings
Authors: Tang Xiaoqiang 
Published: May 2021

Abstract
In the process of sustainable development of the construction industry, green construction is an important means. However, in the application and development of prefabricated buildings, the design of green construction evaluation standards is not obvious enough, and there are even problems such as vertical division of the whole process. Based on previous work experience, this article summarizes the content of the comprehensive application of BIM in green construction of prefabricated buildings. The author discusses the specific application of BIM in the construction of prefabricated green buildings from four aspects: application in scheme optimization design, application in construction layout, application in construction management, and energy saving and control cost.
Super High-rise Building Construction Simulation Analysis of the Iconic Tower
Authors: Wang Fei , Zhao Yongwei , Jia Yankai 
Published: May 2021

Abstract
This paper takes the Iconic Tower as the background and combines the characteristics of overseas engineering projects. It mainly studies the influence of the leading layers of the super high-rise building’s corewall on the vertical displacement, and conducts construction simulation of the Iconic Tower based on the actual construction schedule. It analyzes in detail the vertical displacement and internal force variation laws of the corewall and frame column of the Iconic Tower, and studies the influence of concrete shrinkage and creep on the structure, which provides a reference for the project construction.
Research Progress in Phosphorus Recovery and Reuse
Authors: Zhao Yuxin , Hao Xiaolei 
Published: May 2021

Abstract
As a kind of non-renewable and irreplaceable resources, phosphorus resource is very important for people. It is very necessary to study the shortage of phosphorus resource and the recycling of phosphorus in waste water. This paper discussed the current basic measures for phosphorus recovery from waste streams and the reuse of phosphorus. Some suggestions for future research were provided.
Research Progress of Biomass-based Adsorption Materials
Authors: Zhao Yuxin , Zhang Yi 
Published: May 2021

Abstract
Pollution control has always been the core of research in the field of environmental engineering. Adsorption is an important means to remove pollutants. Choosing a suitable adsorbent is of great significance to environmental protection. This article discussed the research of biomass adsorption materials in recent years including the preparation, utilization and regeneration of biomass adsorption materials. The details of the influencing factors, the modification methods during the preparation of adsorption materials and the suggestions for future research were provided.
Post-Design Evaluation Analysis of Continuous Rigid Frame Bridge
Authors: Pengcheng Li 
Published: May 2021

Abstract
In order to solve the problem of “attaching importance to the construction while neglecting the evaluation” in construction of continuous rigid frame bridges in China, a post-construction evaluation system was established by taking the elasticity modulus of concrete, frictional loss of prestress and loss of prestress as the indexes, and a three-level fuzzy comprehensive post-design evaluation model was built. The continuous rigid frame bridge on the Chongqing-Hechuan segment of Lanzhou-Haikou Expressway was taken as an example to conduct a comprehensive post-design evaluation. The results showed that the studied bridge was evaluated and categorized into Category II in the bridge design evaluation system, indicating a good design and operation state of this bridge. Suggestions and countermeasures were proposed for the design of continuous rigid frame bridges, with a vision to provide a basis for construction of bridges of the same type.
The influence of micro-environment on the depositing rate and morphology of microbially induced carbonate precipitation
Authors: Ge Xin , Zhang Tianzhu 
Published: May 2021

Abstract
Microbially induced carbonate precipitation (MICP) mainly uses urease-producing bacteria to hydrolyze urea to produce carbonate ions and contact the introduced calcium ions. The gelatinous calcium carbonate is deposited on the surface of loose particles and binding unconsolidated materials together. It has a great potential to complete many applications as a technologies of construction. In this work, the rate and ratio of depositing CaCO3 in the process of MICP at various micro-environments was evaluated. Furthermore, more suitable conditions to promote the process of depositing was presented
Application of environmental protection decoration materials in architectural design and urban planning and design
Authors: Chen Qiang 
Published: May 2021

Abstract
The planning and design of the city needs to refer to the future development goals of the city, and make overall plans for overall development, strengthen the design of the building, and ensure the coordination and unity of the urban planning and architectural design, which can provide a more ideal space for the development of the city. Aiming at the problems of high pollutants and harm to human health in the process of building decoration construction, the application and promotion of green decoration materials in building decoration projects are discussed. It focuses on the importance of the application of green decorative materials, and outlines the specific applications of green decorative materials such as doors, windows, walls, and lights.
Research on Green and Healthy Buildings Based on BIM Technology under the Background of Epidemic
Authors: Wu Bei , Fu Baoyun , Ji Zengwen , Chen Guoyue 
Published: May 2021

Abstract
The development of science and technology has changed our way of life and our understanding of nature. The concept of the architect and construction industry has entered the stage of green architecture concept due to the development of the times. The emergence of new technologies such as BIM has promoted the upgrading of the construction industry to the stage of intelligent construction, the visualization and collaborative design of the application of BIM technology, etc. The advantages of green building design analysis can solve the problems existing in traditional design. The design quality of buildings depends greatly on the analysis and decision-making in the early stage. Improving the reliability and accuracy of green building analysis and simulation can help improve the quality of green and healthy building design. Combining the BIM stage model with green building simulation analysis can provide more reliable simulation analysis results for green building design, thus improving the accuracy of design. On the basis of combining green architecture and BIM technology, the background premise of large-scale emergencies such as the epidemic is added to improve the response capacity of the construction industry under emergencies such as the epidemic at the design stage.
Abrasive water jet cutting process form machining metals and composites for engineering applications: A review
Authors: Khan M Adam , Soni Hargovind , Mashinini PM , Uthayakumar M 
Published: May 2021

Abstract
Abrasive water jet (AWJ) cutting is one of the advanced machining techniques to solve the different issues raised in the manufacturing process. Machinability of the material, surface damage, profile cutting, micro-/macro-product making, production time and cost are some of the problems caused. Research on AWJ has addressed the major problems to produce engineering components under the eco-friendly environment. It is a short report on AWJ cutting which is used to explain the basic problems and the principle while machining different engineering materials. In this paper, the influence of input process parameters, erodent/abrasive materials and bulk material properties along response on kerf wall inclination, material removal rate and surface quality are discussed in detail. In addition, the electron microscopic images are used to discuss the wear mechanism on different materials. The information discussed in the paper will support young researchers to understand the AWJ process and its scope.
Improving sample and feature selection with principal covariates regression
Authors: Cersonsky Rose K , Helfrecht Benjamin A , Engel Edgar A , Kliavinek Sergei , Ceriotti Michele 
Published: May 2021

Abstract
Selecting the most relevant features and samples out of a large set of candidates is a task that occurs very often in the context of automated data analysis, where it improves the computational performance and often the transferability of a model. Here we focus on two popular subselection schemes applied to this end: CUR decomposition, derived from a low-rank approximation of the feature matrix, and farthest point sampling (FPS), which relies on the iterative identification of the most diverse samples and discriminating features. We modify these unsupervised approaches, incorporating a supervised component following the same spirit as the principal covariates (PCov) regression method. We show how this results in selections that perform better in supervised tasks, demonstrating with models of increasing complexity, from ridge regression to kernel ridge regression and finally feed-forward neural networks. We also present adjustments to minimise the impact of any subselection when performing unsupervised tasks. We demonstrate the significant improvements associated with PCov-CUR and PCov-FPS selections for applications to chemistry and materials science, typically reducing by a factor of two the number of features and samples required to achieve a given level of regression accuracy.
DeepSinse: deep learning-based detection of single molecules
Authors: Danial John S H , Shalaby Raed , Cosentino Katia , Mahmoud Marwa M , Medhat Fady , Klenerman David , Garcia Saez Ana J 
Published: May 2021

Abstract

Motivation
Imaging single molecules has emerged as a powerful characterization tool in the biological sciences. The detection of these under various noise conditions requires the use of algorithms that are dependent on the end-user inputting several parameters, the choice of which can be challenging and subjective.

Results
In this work, we propose DeepSinse, an easily trainable and useable deep neural network that can detect single molecules with little human input and across a wide range of signal-to-noise ratios. We validate the neural network on the detection of single bursts in simulated and experimental data and compare its performance with the best-in-class, domain-specific algorithms.

Availabilityand implementation
Ground truth ROI simulating code, neural network training, validation code, classification code, ROI picker, GUI for simulating, training and validating DeepSinse as well as pre-trained networks are all released under the MIT License on www.github.com/jdanial/DeepSinse. The dSTORM dataset processing code is released under the MIT License on www.github.com/jdanial/StormProcessor.

Supplementary information
Supplementary data are available at Bioinformatics online.