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From understanding to designing soundscapes

Jian KANG

《结构与土木工程前沿（英文）》 2010年 第4卷 第4期   页码 403-417 doi: 10.1007/s11709-010-0091-5

摘要： Soundscape represents a step change in the field of environmental acoustics in that it combines physical, social, and psychological approaches. Although the term soundscape was introduced in the 1960s, significant attention to it has mainly been paid in the last decade or so in the community of environmental acoustics by researchers and recently by practitioners including policy makers. This paper explores the current situation and future challenges in soundscape. Starting with a framework on research and practical needs in soundscape and a brief introduction of some recent/current networks, activities, projects, and publications, this paper then presents a systematic review of recent progress in soundscape research and practice. A short review of the soundscape research in China is also given.

关键词： soundscape     environment     sound     design     urban     landscape    

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Air pollution complex: Understanding the sources, formation processes and health effects

Min Shao,Shuxiao Wang,Armistead G. Russell

《环境科学与工程前沿（英文）》 2016年 第10卷 第5期 doi: 10.1007/s11783-016-0883-5

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Atomistic understanding of interfacial processing mechanism of silicon in water environment: A ReaxFF

《机械工程前沿（英文）》 2021年 第16卷 第3期   页码 570-579 doi: 10.1007/s11465-021-0642-6

摘要： The interfacial wear between silicon and amorphous silica in water environment is critical in numerous applications. However, the understanding regarding the micro dynamic process is still unclear due to the limitations of apparatus. Herein, reactive force field simulations are utilized to study the interfacial process between silicon and amorphous silica in water environment, exploring the removal and damage mechanism caused by pressure, velocity, and humidity. Moreover, the reasons for high removal rate under high pressure and high velocity are elucidated from an atomic perspective. Simulation results show that the substrate is highly passivated under high humidity, and the passivation layer could alleviate the contact between the abrasive and the substrate, thus reducing the damage and wear. In addition to more Si-O-Si bridge bonds formed between the abrasive and the substrate, new removal pathways such as multibridge bonds and chain removal appear under high pressure, which cause higher removal rate and severer damage. At a higher velocity, the abrasive can induce extended tribochemical reactions and form more interfacial Si-O-Si bridge bonds, hence increasing removal rate. These results reveal the internal cause of the discrepancy in damage and removal rate under different conditions from an atomic level.

关键词： silicon     ReaxFF     molecular dynamics     friction     damage    

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Culturomics and metagenomics: In understanding of environmental resistome

Monika Nowrotek, Łukasz Jałowiecki, Monika Harnisz, Grażyna Anna Płaza

《环境科学与工程前沿（英文）》 2019年 第13卷 第3期 doi: 10.1007/s11783-019-1121-8

摘要：

State of the art of culturomics and metagenomics to study resistome was presented.

The combination of culturomics and metagenomics approaches was proposed.

The research directions of antibiotic resistance study has been suggested.

关键词： Culturomics     Metagenomics     Antibiotic resistance     Resistome    

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Effect of styrene-butadiene-styrene copolymer on the aging resistance of asphalt: An atomistic understanding

《结构与土木工程前沿（英文）》 2021年 第15卷 第5期   页码 1261-1276 doi: 10.1007/s11709-021-0761-5

摘要： To reveal the potential influence of styrene-butadiene-styrene (SBS) polymer modification on the anti-aging performance of asphalt, and its mechanism, we explored the aging characteristics of base asphalt and SBS-modified asphalt by reaction force field (ReaxFF) and classical molecular dynamics simulations. The results illustrate that the SBS asphalt is more susceptible to oxidative aging than the base asphalt under oxygen-deficient conditions due to the presence of unsaturated C=C bonds in the SBS polymer. In the case of sufficient oxygen, the SBS polymer inhibits the oxidation of asphalt by restraining the diffusion of asphalt molecules. Compared with the base asphalt, the SBS asphalt exhibits a higher degree of oxidation at the early stage of pavement service and a lower degree of oxidation in the long run. In addition, SBS polymer degrades into small blocks during aging, thus counteracting the hardening of aged asphalt and partially restoring its low-temperature cracking resistance.

关键词： SBS asphalt     oxidative aging     asphalt hardening     ReaxFF     molecular dynamics    

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Recent advances in understanding genetic variants associated with economically important traits in sheep

Song-Song XU, Meng-Hua LI

《农业科学与工程前沿（英文）》 2017年 第4卷 第3期   页码 279-288 doi: 10.15302/J-FASE-2017151

摘要： Sheep are one of the most economically important domesticated animals for human society. However, genetic improvements for the key traits associated with meat, growth, milk, wool, reproduction, horns and tails progress slowly using conventional crossbreeding methods. With the development and utilization of high-throughput screening technologies over the last decade, a list of functional genes and genetic variants associated with these traits has been identified. This review covers recent genome-wide studies on sheep productive traits using high-throughput screening technologies, including those based on single-nucleotide polymorphisms and copy number variants at the whole-genome level (e.g., genome-wide association studies), transcriptome and DNA methylation sequences. Additionally, comprehensive information on functional genes and genetic variants associated with economically important traits in sheep is provided.

关键词： sheep     high-throughput screening     productive traits     genome-wide studies    

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Improved film evaporator for mechanistic understanding of microwave-induced separation process

Xin Gao, Dandan Shu, Xingang Li, Hong Li

《化学科学与工程前沿（英文）》 2019年 第13卷 第4期   页码 759-771 doi: 10.1007/s11705-019-1816-1

摘要： Microwave-induced film evaporation separation process has been reported recently to separate the polar/nonpolar mixture. However, the efficiency of the separation is still too low for practical applications, which requires further enhancement via different strategies such as optimization design of evaporator structure. In addition the depth understanding of the separation mechanisms is great importance for better utilization of the microwave-induced separation process. To carry out these investigations, a novel microwave-induced falling film evaporation instrument was developed in this paper. The improvement of the enhancement effect of microwave-induced separation was observed based on the improved film evaporator. The systematic experiments on microwave-induced separation with different binary azeotropic mixtures (ethanol-ethyl acetate system and dimethyl carbonate (DMC)-H O system) were conducted based on the new evaporator. For the ethanol-ethyl acetate system, microwave irradiation shift the direction of evaporation separation at higher ethanol content in the starting liquid mixture. Moreover, for DMC-H O system microwave-induced separation process broke through the limitations of the traditional distillation process. The results clearly demonstrated the microwave-induced evaporation separation process could be commendably applied to the separation of binary azeotrope with different dielectric properties. Effects of operating parameters are also investigated to trigger further mechanism understanding on the microwave-induced separation process.

关键词： process intensification     microwave     falling film evaporation     separation     azeotrope    

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Current understanding and applications of the cold sintering process

Tong Yu, Jiang Cheng, Lu Li, Benshuang Sun, Xujin Bao, Hongtao Zhang

《化学科学与工程前沿（英文）》 2019年 第13卷 第4期   页码 654-664 doi: 10.1007/s11705-019-1832-1

摘要： In traditional ceramic processing techniques, high sintering temperature is necessary to achieve fully dense microstructures. But it can cause various problems including warpage, overfiring, element evaporation, and polymorphic transformation. To overcome these drawbacks, a novel processing technique called “cold sintering process (CSP)” has been explored by Randall et al. CSP enables densification of ceramics at ultra-low temperature (≤300°C) with the assistance of transient aqueous solution and applied pressure. In CSP, the processing conditions including aqueous solution, pressure, temperature, and sintering duration play critical roles in the densification and properties of ceramics, which will be reviewed. The review will also include the applications of CSP in solid-state rechargeable batteries. Finally, the perspectives about CSP is proposed.

关键词： cold sintering process     processing variables     solid-state rechargeable batteries    

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论视觉理解 Perspective

潘云鹤

《信息与电子工程前沿（英文）》 2022年 第23卷 第9期   页码 1287-1289 doi: 10.1631/FITEE.2130000

摘要： 1 Problems and development in the field of visual recognition From the beginning of artificial intelligence (AI), pattern recognition has been an important aspect of the field. In recent years, the maturity of deep neural networks (DNNs) has significantly improved the accuracy of visual recognition. DNN has been widely used in applications such as medical image classification, vehicle identification, and facial recognition, and has thus promoted the development of the AI industry to a climax. However, there are currently critical defects in visual recognition based on DNN technology. For example, these networks usually require a very large amount of labeled training data, and have weak cross-domain transferability and task generalization. Their learning and reasoning processes are still hard to understand, which leads to unexplainable predictions. These challenges present an obstacle to the development of AI research and application. If we look at the current visual recognition technology from a larger and broader perspective, we can find that the above defects are fundamental, because the currently used DNN model needs to be trained with a large amount of labeled visual data, and then used in the process of visual recognition. In essence, it is a classification process based on data statistics and pattern matching (), so it is heavily dependent on training sample distribution. However, to have interpretability and transferability, visual classification is not good enough, while visual understanding becomes indispensable. 2 Three-step model of visual understanding Visual recognition is not equivalent to visual understanding. We propose that there are three steps in visual understanding, of which classification is only the first. After classification, one proceeds to the second step: visual parsing. In the process of visual parsing, the components of the visual object and their structural relationship are further identified and compared. Identification involves finding components and structures in visual data that correspond to the components and structures of known visual concepts. Parsing verifies the correctness of the classification results and establishes the structure of visual object data. After completing visual parsing, one proceeds to the third step: visual simulation. In this step, predictive motion simulation and operations including causal reasoning are carried out on the structure of the visual objects to judge the rationality of meeting physical constraints in reality, so as to verify the previous recognition and parsing results. We can take a picture of a cat as an example to illustrate the modeling process of visual understanding. The process is as follows: 1. Recognition: It is a cat. Extract the visual concept of the cat and proceed to the next step; otherwise, stop here. 2. Parsing: Based on the structure contained in the visual concept, identify whether the cat’s head, body, feet, tail, and their relationships are suitable for the cat concept. If not, return to step 1 for re-identification; if yes, proceed to the next step. 3. Simulation: Simulate various activities of the cat to investigate whether the cat’s activities in various environments can be completed reasonably. If not, return to step 2; if yes, proceed to the next step. 4. End visual understanding: Incorporate the processed structured data into the knowledge about cats. 3 Characteristics of the three-step visual understanding model To further understand the above-mentioned three-step visual understanding model, we will further discuss some of its characteristics: 1. The key step in visual understanding is visual parsing. This is an identification of the components contained in the object according to a conceptual structure based on the visual concept (), obtained by visual recognition. Parsing a visual object, in order from top to bottom, is a process of identifying and constructing visual data from the root of the concept tree to the branches and leaves. 2. Human visual parsing tasks are often aimed only at the main components of concepts. The main components have existing, commonly used names. For subsidiary parts that have not been described in language, such as the area between the cheekbones and chin of the face, only experts specialized in anatomy (such as doctors or artists) have professional concepts and memories. Therefore, visual parsing is a cross-media () process that incorporates multiple knowledge () including vision and language. 3. Visual knowledge () is essential for visual parsing and visual simulation, because the visual concept structure provides a reliable source for component identification and comparison. Parents and teachers play a large role in establishing visual knowledge. When they say to a child, “Look, this is a kitten. Kittens have pointed ears, round eyes, long whiskers, and four short legs. When they run fast and leap high, they can catch a mouse,” they are guiding children in constructing basic visual knowledge in their long-term memory. 4. Visual data that have been understood have actually been structured to form visual knowledge. Such visual knowledge can easily be incorporated into long-term memory. For example, when one sees a cat whose head is very small, or whose fur color and markings are unusual, or who has a particular gait, this information may be included in one’s “cat” memory by expanding the concept of “cat” (). The category of visual concepts is very important, and its extent reflects the general degree of knowledge. In fact, it is not always useful to collect a large amount of sample data to train a DNN model. However, the more widely distributed and balanced the data are within a concept category, the better, because the robustness and generalization ability of the model trained based on such sample data are stronger. 5. The learned visual information can naturally be explained, because it has deep structural cognition; it can also be used for transfer learning because the semantic concepts have cross-media relevance. This semantic information can clearly indicate the reasonable direction of transferable recognition. 4 Advancing visual recognition to visual understanding Visual understanding is important, because it can potentially work with visual knowledge () and multiple knowledge representation () to open a new door to AI research. Visual understanding involves not only in-depth visual recognition, but also thorough learning and application of visual knowledge (). AI researchers have been studying visual recognition for more than half a century. Speech recognition, a research task started in parallel with visual recognition, moved on to analysis of words, sentences, and paragraphs quite early, and has successfully developed human-computer dialogue and machine translation, setting a well-known milestone. Therefore, we suggest that it is necessary to advance visual recognition to visual understanding, and that this is an appropriate time to target this deeper visual intelligence behavior.
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Practice and understanding of developing new technologies and equipment for green and low-carbon production

He LIU, Jianwen YAN, Siwei MENG, Qinghai YANG, Zixiu YAO, Shijia ZHU

《工程管理前沿（英文）》 2019年 第6卷 第4期   页码 517-523 doi: 10.1007/s42524-019-0061-0

摘要： The core of China’s low-carbon development includes optimization of industrial structure, clean energy technologies, emission reduction technologies, and innovation of relevant systems and institutions. China National Petroleum Corporation (CNPC) has always been a proactive participant in developing low-carbon economy, shouldering the responsibilities of safeguarding oil and gas supply, conserving energy, and reducing emission. Therefore, CNPC fulfills those responsibilities as a substantial part of its overall strategy. Guided by low carbon and driven by innovation, petroleum corporations have taken constant innovation of low-carbon technologies, especially the development of green and low-carbon petroleum engineering technologies and equipment, as major measures for energy conservation and emission reduction. Large-scale development mode of unconventional resource anhydrous fracturing should be innovated. And supercritical CO should be used to replace water for fracturing operation, in order to achieve multiple objectives of CO burying, conserve water resource, improve single well production and ultimate recovery, realizing reduced emission and efficient utilization of CO resources. Artificial lifting energy-saving and efficiency-increasing technologies and injection-production technology in the same well should also be innovated. Energy consumption of high water-cut wells is reduced to support the new low-carbon operation mode of high water-cut oilfields and realize energy saving and efficiency improvement during oil production by developing the operation efficiency of the lifting system and reducing the ineffective lifting of formation water. These technologies have been widely recognized by local and international experts and have greatly enhanced CNPC’s international influence. This study expounds the key technologies and equipment with regard to the development of green and low-carbon petroleum engineering and provide relevant suggestions.

关键词： low carbon     energy conservation and emission reduction     petroleum engineering technology     petroleum equipment    

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Systems understanding of plant–pathogen interactions through genome-wide protein–protein interaction

Hong LI,Ziding ZHANG

《农业科学与工程前沿（英文）》 2016年 第3卷 第2期   页码 102-112 doi: 10.15302/J-FASE-2016100

摘要： Plants are frequently affected by pathogen infections. To effectively defend against such infections, two major modes of innate immunity have evolved in plants; pathogen-associated molecular pattern-triggered immunity and effector-triggered immunity. Although the molecular components as well as the corresponding pathways involved in these two processes have been identified, many aspects of the molecular mechanisms of the plant immune system remain elusive. Recently, the rapid development of omics techniques (e.g., genomics, proteomics and transcriptomics) has provided a great opportunity to explore plant–pathogen interactions from a systems perspective and studies on protein–protein interactions (PPIs) between plants and pathogens have been carried out and characterized at the network level. In this review, we introduce experimental and computational identification methods of PPIs, popular PPI network analysis approaches, and existing bioinformatics resources/tools related to PPIs. Then, we focus on reviewing the progress in genome-wide PPI networks related to plant–pathogen interactions, including pathogen-centric PPI networks, plant-centric PPI networks and interspecies PPI networks between plants and pathogens. We anticipate genome-wide PPI network analysis will provide a clearer understanding of plant–pathogen interactions and will offer some new opportunities for crop protection and improvement.

关键词： plant–pathogen interactions     systems biology     omics     plant immunity     protein–protein interaction     network    

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Mechanistic understanding of Cu-based bimetallic catalysts

You Han, Yulian Wang, Tengzhou Ma, Wei Li, Jinli Zhang, Minhua Zhang

《化学科学与工程前沿（英文）》 2020年 第14卷 第5期   页码 689-748 doi: 10.1007/s11705-019-1902-4

摘要： Copper has received extensive attention in the field of catalysis due to its rich natural reserves, low cost, and superior catalytic performance. Herein, we reviewed two modification mechanisms of co-catalyst on the coordination environment change of Cu-based catalysts: (1) change the electronic orbitals and geometric structure of Cu without any catalytic functions; (2) act as an additional active site with a certain catalytic function, as well as their catalytic mechanism in major reactions, including the hydrogenation to alcohols, dehydrogenation of alcohols, water gas shift reaction, reduction of nitrogenous compounds, electrocatalysis and others. The influencing mechanisms of different types of auxiliary metals on the structure-activity relationship of Cu-based catalysts in these reactions were especially summarized and discussed. The mechanistic understanding can provide significant guidance for the design and controllable synthesis of novel Cu-based catalysts used in many industrial reactions.

关键词： copper     bimetallic catalyst     coordination     modification mechanism     catalytic application    

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Rational Understanding about Renaissance Path of China's Road and Bridge Engineering

Mao-run Feng,Zheng-song Zhao

《工程管理前沿（英文）》 2014年 第1卷 第1期   页码 42-51 doi: 10.15302/J-FEM-2014013

摘要： At the turn of this century, China began the largest road and bridge development in the world, which has virtuously interacted with the social and economic development and has elevated the engineering technology to world-class level. Surveying the development of world transportation, and comparing the road and bridge construction efforts of Europe, U.S.A, Japan and China, general experiences of success can be derived as follows: It is greatly beneficial to give priority to transportation for economic development; it takes national strategy and social action to build up a transportation network; demand and innovation are the driving forces to upgrade road and bridge technology; management innovation and quality assurance can greatly improve development caliber. While rationally acknowledging China's transportation infrastructure achievements, we should reflect on issues with Chinese characteristics that have affected quality and efficiency, expose all construction practices that violate scientific law, overall management defects in road and bridge construction and maintenance, and search for new ways to strengthen social management and the creation of a healthy soft environment.

关键词： road network     expressway     bridge project     technological innovation     construction management     social management    

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Toward better understanding vacuum ultraviolet–iodide induced photolysis via hydrogen peroxide formation

《环境科学与工程前沿（英文）》 2022年 第16卷 第5期 doi: 10.1007/s11783-021-1489-0

摘要：

• UV/VUV/I– induces substantial H2O2 and IO3– formation, but UV/I– does not.

关键词： Vacuum ultraviolet     Hydrogen peroxide     Iodate     Hydroxyl radical     Redox transition    

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Understanding the role of nano-TiO on the toxicity of Pb on through modeling–Is it additive or synergistic

《环境科学与工程前沿（英文）》 2022年 第16卷 第5期 doi: 10.1007/s11783-021-1493-4

摘要：

• A two-compartment model is able to quantify the effect of nano-TiO2 on Pb toxicity.

关键词： Algae     C. dubia     Lead     Nano-TiO2     Synergistic toxicity     Two-compartment toxicokinetic-toxicodynamic model    

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标题 作者 时间 类型 操作

From understanding to designing soundscapes

Jian KANG

期刊论文

Air pollution complex: Understanding the sources, formation processes and health effects

Min Shao,Shuxiao Wang,Armistead G. Russell

期刊论文

Atomistic understanding of interfacial processing mechanism of silicon in water environment: A ReaxFF

期刊论文

Culturomics and metagenomics: In understanding of environmental resistome

Monika Nowrotek, Łukasz Jałowiecki, Monika Harnisz, Grażyna Anna Płaza

期刊论文

Effect of styrene-butadiene-styrene copolymer on the aging resistance of asphalt: An atomistic understanding

期刊论文

Recent advances in understanding genetic variants associated with economically important traits in sheep

Song-Song XU, Meng-Hua LI

期刊论文

Improved film evaporator for mechanistic understanding of microwave-induced separation process

Xin Gao, Dandan Shu, Xingang Li, Hong Li

期刊论文

Current understanding and applications of the cold sintering process

Tong Yu, Jiang Cheng, Lu Li, Benshuang Sun, Xujin Bao, Hongtao Zhang

期刊论文

论视觉理解

潘云鹤

期刊论文

Practice and understanding of developing new technologies and equipment for green and low-carbon production

He LIU, Jianwen YAN, Siwei MENG, Qinghai YANG, Zixiu YAO, Shijia ZHU

期刊论文

Systems understanding of plant–pathogen interactions through genome-wide protein–protein interaction

Hong LI,Ziding ZHANG

期刊论文

Mechanistic understanding of Cu-based bimetallic catalysts

You Han, Yulian Wang, Tengzhou Ma, Wei Li, Jinli Zhang, Minhua Zhang

期刊论文

Rational Understanding about Renaissance Path of China's Road and Bridge Engineering

Mao-run Feng,Zheng-song Zhao

期刊论文

Toward better understanding vacuum ultraviolet–iodide induced photolysis via hydrogen peroxide formation

期刊论文

Understanding the role of nano-TiO on the toxicity of Pb on through modeling–Is it additive or synergistic

期刊论文