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Directed Graph Convolutional Network [article]

Zekun Tong, Yuxuan Liang, Changsheng Sun, David S. Rosenblum, Andrew Lim
<span title="2020-04-29">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Graph Convolutional Networks (GCNs) have been widely used due to their outstanding performance in processing graph-structured data. However, the undirected graphs limit their application scope. In this paper, we extend spectral-based graph convolution to directed graphs by using first- and second-order proximity, which can not only retain the connection properties of the directed graph, but also expand the receptive field of the convolution operation. A new GCN model, called DGCN, is then
more &raquo; ... ed to learn representations on the directed graph, leveraging both the first- and second-order proximity information. We empirically show the fact that GCNs working only with DGCNs can encode more useful information from graph and help achieve better performance when generalized to other models. Moreover, extensive experiments on citation networks and co-purchase datasets demonstrate the superiority of our model against the state-of-the-art methods.
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13970v1">arXiv:2004.13970v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cw2z6hvebrfgllejowrqajdas4">fatcat:cw2z6hvebrfgllejowrqajdas4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200928150411/https://arxiv.org/pdf/2004.13970v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/14/09/14093aabbccddab654d0e3a55daf9229a0d13144.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13970v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Research on the Visual Processing System of the Punch Press

Xuan Sun, Xianpeng Sun, Chenglong Tang, Cao Sun, Changsheng Ai, D. Zhang, B. Zi, G. Cui, H. Ding
<span title="">2016</span> <i title="EDP Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4vlgvitw6fcmbay5hkyo2s2ime" style="color: black;">MATEC Web of Conferences</a> </i> &nbsp;
Most of raw materials of small hardware processing for plate scraps, and it's realized through the manual operation of ordinary punch, which way has the low production efficiency and the high labor intensity. In order to improve the automation level of production, developing and designing of a visual processing system for punch press manipulator which based on the MFC tools of Visual Studio software platform. Through the image acquisition and image processing, get the information about the
more &raquo; ... to be processed, such as shape, length, the center of gravity position and pose, and providing relevant parameters for positioning gripping and placing into the punch table positioning of the feeding manipulator and automatic programming of punching machine, so as to realize the automatic operation about press feeding and processing. ICMMR 2016 , 7 9002 9002
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/20167709002">doi:10.1051/matecconf/20167709002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tso7iqhqwvebderixh4qklphey">fatcat:tso7iqhqwvebderixh4qklphey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719181508/https://www.matec-conferences.org/articles/matecconf/pdf/2016/40/matecconf_icmmr2016_09002.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/6b/6d6bfe75e36bff3a23213b41c75db836680e377a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/20167709002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Large and sensitive magnetostriction in ferromagnetic composites with nanodispersive precipitates

Junming Gou, Tianyu Ma, Xiaolian Liu, Changsheng Zhang, Liangwei Sun, Guangai Sun, Weixing Xia, Xiaobing Ren
<span title="2021-01-15">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s2we5uv7wrcqbnul66thzjuesq" style="color: black;">NPG Asia Materials</a> </i> &nbsp;
AbstractLarge and sensitive magnetostriction (large strain induced by small magnetic fields) is highly desired for applications of magnetostrictive materials. However, it is difficult to simultaneously improve magnetostriction and reduce the switching field because magnetostriction and the switching field are both proportional to the magnetocrystalline anisotropy. To solve this fundamental challenge, we report that introducing tetragonal nanoprecipitates into a cubic matrix can facilitate large
more &raquo; ... and sensitive magnetostriction even in random polycrystals. As exhibited in a proof-of-principle reference, Fe–Ga alloys, the figure of merit—defined by the saturation magnetostriction over the magnetocrystalline anisotropy constant—can be enhanced by over 5-fold through optimum aging of the solution-treated precursor. On the one hand, the aging-induced nanodispersive face-centered tetragonal (FCT) precipitates create local tetragonal distortion of the body-centered cubic (BCC) matrix, substantially enhancing the saturation magnetostriction to be comparable to that of single crystal materials. On the other hand, these precipitates randomly couple with the matrix at the nanoscale, resulting in the collapse of net magnetocrystalline anisotropy. Our findings not only provide a simple and feasible approach to enhance the magnetostriction performance of random polycrystalline ferromagnets but also provide important insights toward understanding the mechanism of heterogeneous magnetostriction.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41427-020-00276-7">doi:10.1038/s41427-020-00276-7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z73cqwmrbbejjcilmxbmukrjv4">fatcat:z73cqwmrbbejjcilmxbmukrjv4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429043903/https://www.nature.com/articles/s41427-020-00276-7.pdf?error=cookies_not_supported&amp;code=bc80eef4-f584-48c0-8a60-0833b2f14d2d" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/18/38182945ef86a360f49890dba358aa293e2d1f0d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41427-020-00276-7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Neuropeptides as the Shared Genetic Crosstalks Linking Periodontitis and Major Depression Disorder

Changsheng Sun, Jiatong Han, Yixin Bai, Zhaowei Zhong, Yingtao Song, Yu Sun, Yuzhen Xu
<span title="2021-10-21">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rob5ah4blrdhbnop2srzzekrt4" style="color: black;">Disease Markers</a> </i> &nbsp;
Background. The aim of this study was at investigating the association between major depressive disorder (MDD) and periodontitis based on crosstalk genes and neuropeptides. Methods. Datasets for periodontitis (GSE10334, GSE16134, and GSE23586) and MDD (GSE38206 and GSE39653) were downloaded from GEO. Following batch correction, a differential expression analysis was applied (MDD: ∣ log 2 FC ∣ > 0 and periodontitis ∣ log 2 FC ∣ ≥ 0.5 , p < 0.05 ). The neuropeptide data were downloaded from
more &raquo; ... ep and NeuroPedia. Intersected genes were potential crosstalk genes. The correlation between neuropeptides and crosstalk genes in MDD and periodontitis was analyzed with Pearson correlation coefficient. Subsequently, regression analysis was performed to calculate the differentially regulated link. Cytoscape was used to map the pathways of crosstalk genes and neuropeptides and to construct the protein-protein interaction network. Lasso regression was applied to screen neuropeptides, whereby boxplots were created, and receiver operating curve (ROC) analysis was conducted. Results. The MDD dataset contained 30 case and 33 control samples, and the periodontitis dataset contained 430 case and 139 control samples. 35 crosstalk genes were obtained. A total of 102 neuropeptides were extracted from the database, which were not differentially expressed in MDD and periodontitis and had no intersection with crosstalk genes. Through lasso regression, 9 neuropeptides in MDD and 43 neuropeptides in periodontitis were obtained. Four intersected neuropeptide genes were obtained, i.e., ADM, IGF2, PDYN, and RETN. The results of ROC analysis showed that IGF2 was highly predictive in MDD and periodontitis. ADM was better than the other three genes in predicting MDD disease. A total of 13 crosstalk genes were differentially coexpressed with four neuropeptides, whereby FOSB was highly expressed in MDD and periodontitis. Conclusion. The neuropeptide genes ADM, IGF2, PDYN, and RETN were intersected between periodontitis and MDD, and FOSB was a crosstalk gene related to these neuropeptides on the transcriptomic level. These results are a basis for future research in the field, needing further validation.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/3683189">doi:10.1155/2021/3683189</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34721734">pmid:34721734</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8553477/">pmcid:PMC8553477</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d7anozmpvjavpoytwjveryhtwi">fatcat:d7anozmpvjavpoytwjveryhtwi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211023061856/https://downloads.hindawi.com/journals/dm/2021/3683189.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4c/a0/4ca09a977c81b92396a2d23749ad86b605b2a37f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/3683189"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553477" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Research on an alternative method of turbine motor signal

Changsheng Li, Wei Sun, Xiaolin Xue
<span title="2020-04-02">2020</span> <i title="JVE International Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/piydmkckj5hd3il4e6gck6zoea" style="color: black;">Vibroengineering PROCEDIA</a> </i> &nbsp;
In the modern mortar radio fuze, the use of turbine generators as the power source for fuzes is very common. The ballistic air pressure during the flight of the projectiles is used as the driving force to drive the turbine motor. In this paper, the turbine motor signal is parameterized in combination with the actual situation, and the idea of using the hardware to simulate the turbine power generation is proposed. The generation of the turbine motor signal is simulated by means of simulation
more &raquo; ... tware. Design the circuit to verify the simulation results, and have a certain reference for how to easily detect the fuze in the mass production process.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21595/vp.2019.21251">doi:10.21595/vp.2019.21251</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xo3pdbnaofaqrokjerf76gnbmm">fatcat:xo3pdbnaofaqrokjerf76gnbmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200507151819/https://www.jvejournals.com/article/21251/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/8c/b38c348ed0194fcec1d7e4259c2236ff96b866d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21595/vp.2019.21251"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fuzzy Similar Priority Method for Mixed Attributes

Jinshan Ma, Changsheng Ji, Jing Sun
<span title="">2014</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xdzjuti5nzejrghubfpezefpqi" style="color: black;">Journal of Applied Mathematics</a> </i> &nbsp;
Fuzzy similar priority ratio method is to select the most suitable one to the specific object from feasible alternatives. However, this method considering only the index values of real number has its disadvantages of inaccuracy in result and complexity in calculation. So, this method was extended to handle mixed attributes including real number, interval number, triangular fuzzy number, and trapezoidal fuzzy number. The proposed method decides the optimal alternative by the minimum of
more &raquo; ... nearness degrees calculated by all index vectors and the fixed index vectors based on the theory of similarity. The improved method can not only address mixed attributes but also simplify the calculation and improve the accuracy of result. A case study illustrated this method.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2014/304202">doi:10.1155/2014/304202</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4s76m7rkrfaa7plsgjd6s355n4">fatcat:4s76m7rkrfaa7plsgjd6s355n4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190308064429/http://pdfs.semanticscholar.org/ee49/dd8da71b0a28766c6c36e5e0de89879a0d5f.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ee/49/ee49dd8da71b0a28766c6c36e5e0de89879a0d5f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2014/304202"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Comparative Study of Ant Colony Algorithms for Multi-Objective Optimization

Jiaxu Ning, Changsheng Zhang, Peng Sun, Yunfei Feng
<span title="2018-12-30">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dmr4kpn2yreovpdxpdiqtjcrnu" style="color: black;">Information</a> </i> &nbsp;
In recent years, when solving MOPs, especially discrete path optimization problems, MOACOs concerning other meta-heuristic algorithms have been used and improved often, and they have become a hot research topic. This article will start from the basic process of ant colony algorithms for solving MOPs to illustrate the differences between each step. Secondly, we provide a relatively complete classification of algorithms from different aspects, in order to more clearly reflect the characteristics
more &raquo; ... f different algorithms. After that, considering the classification result, we have carried out a comparison of some typical algorithms which are from different categories on different sizes TSP (traveling salesman problem) instances and analyzed the results from the perspective of solution quality and convergence rate. Finally, we give some guidance about the selection of these MOACOs to solve problem and some research works for the future.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info10010011">doi:10.3390/info10010011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4opgwlukxvfklc5nclhksju3vi">fatcat:4opgwlukxvfklc5nclhksju3vi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210080737/https://res.mdpi.com/d_attachment/information/information-10-00011/article_deploy/information-10-00011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/57/c857368a2c2f6755a562277ce57f133db57685ac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info10010011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Electric-field controlled superconductor-ferromagnetic insulator transition

Likuan Ma, Bin Lei, Naizhou Wang, Kaishuai Yang, Dayong Liu, Fanbao Meng, Chao Shang, Zeliang Sun, Jianhua Cui, Changsheng Zhu, Tao Wu, Zhe Sun (+2 others)
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dn6dcjz2unefzj5uifc57sz55a" style="color: black;">Science Bulletin</a> </i> &nbsp;
Superconductivity beyond electron-phonon mechanism is always twisted with magnetism. Based on a new field-effect transistor with solid ion conductor as the gate dielectric (SIC-FET), we successfully achieve an electric-field-controlled phase transition between superconductor and ferromagnetic insulator in (Li,Fe)OHFeSe. A dome-shaped superconducting phase with optimal T c of 43 K is continuously tuned into a ferromagnetic insulating phase, which exhibits an electric-field-controlled quantum
more &raquo; ... ical behavior. The origin of the ferromagnetism is ascribed to the order of the interstitial Fe ions expelled from the (Li,Fe)OH layers by gating-controlled Li injection. These surprising findings offer a unique platform to study the relationship between superconductivity and ferromagnetism in Fe-based superconductors. This work also demonstrates the superior performance of the SIC-FET in regulating physical properties of layered unconventional superconductors.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scib.2019.04.022">doi:10.1016/j.scib.2019.04.022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jtbua5cngjcj5ear4cjmllt7km">fatcat:jtbua5cngjcj5ear4cjmllt7km</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210801053535/https://www.sciengine.com/doi/pdf/C825FE6016554D44ADF4E3FCC502B375" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/13/e5/13e506a5ff1868136d15904c4739b100b1284437.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.scib.2019.04.022"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Comparison of fatigue crack initiation behavior in different microstructures of TC21 titanium alloy

Changsheng Tan, Qiaoyan Sun, Lin Xiao, Yongqing Zhao, Jun Sun, G. Hénaff
<span title="">2018</span> <i title="EDP Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4vlgvitw6fcmbay5hkyo2s2ime" style="color: black;">MATEC Web of Conferences</a> </i> &nbsp;
Cyclic heterogeneous deformation, slip characteristics and crack nucleation with different microstructures, such as bimodal microstructure (BM) and fine lamellar microstructure (FLM) in TC21 alloy (Ti-6Al-2Sn-2Zr-3Mo-1Cr-2Nb-0.1Si), were systematically investigated and analyzed during high cycle fatigue at room temperature. The results demonstrated that the FLM microstructure possesses higher high-cycle fatigue strength than those of the BM one. For BM, the heterogeneous plastic deformation
more &raquo; ... ted within the different large primary α phase, such as equiaxed primary α and primary α lath. The cracks at interfaces and slip bands easily coalesce with each other to form large cracks in BM. However, the α laths with similar morphology and size (nanosize) distributed uniformly in FLM and could relatively deform homogeneously in micro-region, which delayed the initiation of the fatigue crack. Based on the electron-backscattered diffraction (EBSD) analysis, it found that the strain was nonuniformly distributed in BM, however, it is relatively homogeneous in FLM. Moreover, lots of straight cracks are parallel and along single intrusions within the β grain which delays the coalescence of cracks.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/201816504014">doi:10.1051/matecconf/201816504014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ymm2bilny5cmjpt4gn5kt4scve">fatcat:ymm2bilny5cmjpt4gn5kt4scve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719103043/https://www.matec-conferences.org/articles/matecconf/pdf/2018/24/matecconf_fatigue2018_04014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/10/62/1062579bee208032aa21f574fcbe3da1c2886cee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/matecconf/201816504014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Polyethersulfone Hollow Fiber Membranes for Hemodialysis [chapter]

Baihai Su, Shudong Sun, Changsheng Zhao
<span title="2011-11-07">2011</span> <i title="InTech"> Progress in Hemodialysis - From Emergent Biotechnology to Clinical Practice </i> &nbsp;
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/22857">doi:10.5772/22857</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vf5gboo4zfb3pmpwtg77c5vcei">fatcat:vf5gboo4zfb3pmpwtg77c5vcei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170815060536/http://cdn.intechopen.com/pdfs-wm/21272.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ae/c3/aec353c91625ebe798bf0ea380af27a2f63145c3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/22857"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Arbitrary Style Transfer via Multi-Adaptation Network [article]

Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu
<span title="2020-08-16">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Arbitrary style transfer is a significant topic with research value and application prospect. A desired style transfer, given a content image and referenced style painting, would render the content image with the color tone and vivid stroke patterns of the style painting while synchronously maintaining the detailed content structure information. Style transfer approaches would initially learn content and style representations of the content and style references and then generate the stylized
more &raquo; ... ges guided by these representations. In this paper, we propose the multi-adaptation network which involves two self-adaptation (SA) modules and one co-adaptation (CA) module: the SA modules adaptively disentangle the content and style representations, i.e., content SA module uses position-wise self-attention to enhance content representation and style SA module uses channel-wise self-attention to enhance style representation; the CA module rearranges the distribution of style representation based on content representation distribution by calculating the local similarity between the disentangled content and style features in a non-local fashion. Moreover, a new disentanglement loss function enables our network to extract main style patterns and exact content structures to adapt to various input images, respectively. Various qualitative and quantitative experiments demonstrate that the proposed multi-adaptation network leads to better results than the state-of-the-art style transfer methods.
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.13219v2">arXiv:2005.13219v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6zfpd3qdbjcfvi2wgrccsfd4o4">fatcat:6zfpd3qdbjcfvi2wgrccsfd4o4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200819012733/https://arxiv.org/pdf/2005.13219v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.13219v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Modification of polyethersulfone membranes – A review of methods

Changsheng Zhao, Jimin Xue, Fen Ran, Shudong Sun
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z5qxdlnbxvfc5juvp232c6dyny" style="color: black;">Progress in Materials Science</a> </i> &nbsp;
A corona is a type of plasma ''atmosphere'' of the sun or other celestial body, extending millions of kilometers into space, most easily seen during a total solar eclipse, but also observable in a coronagraph  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.pmatsci.2012.07.002">doi:10.1016/j.pmatsci.2012.07.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3spkfaz5kbfrbieb6kmive7r2y">fatcat:3spkfaz5kbfrbieb6kmive7r2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190302064833/http://pdfs.semanticscholar.org/9f16/d05f31626b65ea48df9d14f82c8de1eef5d1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/16/9f16d05f31626b65ea48df9d14f82c8de1eef5d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.pmatsci.2012.07.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Generalizing Neural Networks by Reflecting Deviating Data in Production [article]

Yan Xiao and Yun Lin and Ivan Beschastnikh and Changsheng Sun and David S. Rosenblum and Jin Song Dong
<span title="2021-10-06">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Sun, David S.  ...  M+Aug Selfchecker InputReflector Training 41.97m >1h 39.5m Deployment 0.98s 34.33s 2.86s augmentation and the Conference'17, July 2017, Washington, DC, USA Yan Xiao, Yun Lin, Ivan Beschastnikh, Changsheng  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.02718v1">arXiv:2110.02718v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/on3erulozvetzf3w7thm7mfexu">fatcat:on3erulozvetzf3w7thm7mfexu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211011130611/https://arxiv.org/pdf/2110.02718v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a5/a4/a5a4ed9a9d2da66e50b3e0912cfdd665259d7d0e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.02718v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Heparin-Like Macromolecules for the Modification of Anticoagulant Biomaterials

Fen Ran, Shengqiang Nie, Jie Li, Baihai Su, Shudong Sun, Changsheng Zhao
<span title="2011-10-04">2011</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zuhidhjl6nf2nbyzlgi4ux4ewe" style="color: black;">Macromolecular Bioscience</a> </i> &nbsp;
Sun, C. S. Zhao w w w . s p m . c o m . c n  ...  Sun, C. S. Zhao Heparin-Like Macromolecules for the Modification . . . www.mbs-journal.de www.mbs-journal.de Macromol. Biosci. 2012, 12, 116-125 ß 2012 WILEY-VCH Verlag GmbH & Co.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/mabi.201100249">doi:10.1002/mabi.201100249</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21976247">pmid:21976247</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kmirwaeytvdfpfm44v2agzitee">fatcat:kmirwaeytvdfpfm44v2agzitee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810231252/http://www.spm.com.cn/papers/0096.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/8c/e28c2891d8a0f7c3148887e386888928da42a46a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/mabi.201100249"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

GRAPHENE AND GRAPHENE-BASED NANOCOMPOSITES: SYNTHESIS AND SUPERCAPACITOR APPLICATIONS

GONGKAI WANG, CHANGSHENG LIU, XIANG SUN, FENGYUAN LU, HONGTAO SUN, JIE LIAN
<span title="2012-08-07">2012</span> <i title="WORLD SCIENTIFIC"> Controllable Synthesis, Structure and Property Modulation and Device Application of One-Dimensional Nanomaterials </i> &nbsp;
Graphene, a single-atomic-thick sheet, consists of sp 2 -bonded carbon atoms in hexagonal lattice and possesses excellent physical and chemical properties such as high surface area, conductivity, mechanical strength and lightweight. The two-dimensional geometry of graphene nanosheets is ideal for many applications especially in electrochemical energy storage. However, the large-scale production of graphene materials is still a bottleneck limiting the development of advanced energy storage
more &raquo; ... s. The production of graphene oxide is one of the most critical restrictions in term of synthesis of graphene by wet chemical methods. We have demonstrated the synthesis of high quality graphene oxide by simple chemical reactions with less exo-therm involved without emission of toxic gases, which is more favorable than conventional methods for commercialized synthesis of graphene materials (Figure 1.) . Meanwhile, pseudo-capacitive materials such as Co3O4 and MnSn(OH)6 coupled with graphene nanosheets were synthesized by soft chemical methods in order to utilize both advantages from electrical double layer and pseudo-mechanisms. Their electrochemical properties were evaluated and the potential applications used as high performance electrodes for capacitive energy storage were discussed as well. Figure 1. TEM images of graphene nanosheets (a) and MnSn(OH)6/graphene nanocomposite (b) †
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1142/9789814407601_0001">doi:10.1142/9789814407601_0001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hv7leq3yevhmteoqwqm2d7wo64">fatcat:hv7leq3yevhmteoqwqm2d7wo64</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812223041/http://www.beck-shop.de/fachbuch/leseprobe/9789814407595_Excerpt_001.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fe/8d/fe8dda80cbeb0e4312c29e4cd27968c07e68a065.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1142/9789814407601_0001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> worldscientific.com </button> </a>
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