21 results on '"Shi, Shanshan"'
Search Results
2. Highly sensitive electrochemical biosensor based on nonlinear hybridization chain reaction for DNA detection
- Author
-
Jia, Liping, Shi, Shanshan, Ma, Rongna, Jia, Wenli, and Wang, Huaisheng
- Published
- 2016
- Full Text
- View/download PDF
3. A Disposable Electrochemical Immunosensor Based on PDDA-functionalized Graphene/Gold Nanoparticles Composites for Detection of Inflammatory Cytokine Interleukin-22
- Author
-
Yan, Yuqi, Shi, Shanshan, Yu, Jiuyang, Zhang, Mengyuan, Zhang, Yaru, Huang, Hongxin, Li, Jiong, and Jiang, Zhenyou
- Published
- 2015
- Full Text
- View/download PDF
4. Detection of Interferon-Gamma for Latent Tuberculosis Diagnosis Using an Immunosensor Based on CdS Quantum Dots Coupled to Magnetic Beads as Labels
- Author
-
Huang, Hongxing, Li, Jiong, Shi, Shanshan, Yan, Yuqi, Zhang, Mengyuan, Wang, Pengcheng, Zeng, Gucheng, and Jiang, Zhenyou
- Published
- 2015
- Full Text
- View/download PDF
5. Western-Style Diet, pks Island-Carrying Escherichia coli, and Colorectal Cancer: Analyses From Two Large Prospective Cohort Studies.
- Author
-
Arima, Kota, Zhong, Rong, Ugai, Tomotaka, Zhao, Melissa, Haruki, Koichiro, Akimoto, Naohiko, Lau, Mai Chan, Okadome, Kazuo, Mehta, Raaj S., Väyrynen, Juha P., Kishikawa, Junko, Twombly, Tyler S., Shi, Shanshan, Fujiyoshi, Kenji, Kosumi, Keisuke, Ogata, Yoko, Baba, Hideo, Wang, Fenglei, Wu, Kana, and Song, Mingyang
- Abstract
Evidence supports a carcinogenic role of Escherichia coli carrying the pks island that encodes enzymes for colibactin biosynthesis. We hypothesized that the association of the Western-style diet (rich in red and processed meat) with colorectal cancer incidence might be stronger for tumors containing higher amounts of pks
+ E coli. Western diet score was calculated using food frequency questionnaire data obtained every 4 years during follow-up of 134,775 participants in 2 United States-wide prospective cohort studies. Using quantitative polymerase chain reaction, we measured pks+ E coli DNA in 1175 tumors among 3200 incident colorectal cancer cases that had occurred during the follow-up. We used the 3200 cases and inverse probability weighting (to adjust for selection bias due to tissue availability), integrated in multivariable-adjusted duplication-method Cox proportional hazards regression analyses. The association of the Western diet score with colorectal cancer incidence was stronger for tumors containing higher levels of pks+ E coli (P heterogeneity =.014). Multivariable-adjusted hazard ratios (with 95% confidence interval) for the highest (vs lowest) tertile of the Western diet score were 3.45 (1.53–7.78) (P trend = 0.001) for pks+ E coli -high tumors, 1.22 (0.57–2.63) for pks+ E coli -low tumors, and 1.10 (0.85–1.42) for pks+ E coli -negative tumors. The pks+ E coli level was associated with lower disease stage but not with tumor location, microsatellite instability, or BRAF , KRAS , or PIK3CA mutations. The Western-style diet is associated with a higher incidence of colorectal cancer containing abundant pks+ E coli , supporting a potential link between diet, the intestinal microbiota, and colorectal carcinogenesis. [Display omitted] A Western-style diet (rich in red and processed meat and sugar) increased the risk of colorectal cancer containing high amounts of specific toxin-producing Escherichia coli bacterium. [ABSTRACT FROM AUTHOR]- Published
- 2022
- Full Text
- View/download PDF
6. In-plane compression property of S-shaped reinforced honeycomb cores.
- Author
-
Zhou, Xin, Shi, Shanshan, Liu, Ziping, Sun, Zhi, and Chen, Bingzhi
- Subjects
- *
HONEYCOMBS , *HONEYCOMB structures , *PEAK load , *SPECIFIC gravity , *YOUNG'S modulus , *CORE competencies , *SANDWICH construction (Materials) - Abstract
[Display omitted] • S-shaped reinforced cores are designed by flattening hexagonal honeycomb cores. • S-shaped reinforced structures can effectively change the deformation mode of cores. • The peak load of S-shaped reinforced core can be 86.12% greater than plain core. • Theoretical prediction model of S-shaped reinforced honeycomb cores is proposed. • The design capabilities of cores are expanded because of S-shaped structure. Honeycomb structures serve as the core of sandwich structures in various industries, such as aerospace and rail transit. In this study, a novel design was introduced where hexagonal honeycomb cores were flattened in specific areas to form S-shaped reinforced cores. Compression tests were conducted on S-shaped reinforced honeycomb cores with different rotational structures – left-hand, right-hand, and mixed rotation. The deformation process of these cores was thoroughly investigated. Additionally, a theoretical prediction model was proposed to determine the Young's modulus and peak load of S-shaped reinforced honeycomb cores. The experimental data was compared with the theoretical model to validate its accuracy. Moreover, the study examined the effects of changing the relative density and cell wall angle of S-shaped reinforced honeycomb cores on the peak and specific peak loads. The results demonstrated that the use of S-shaped reinforced structures successfully altered the deformation mode of the honeycomb cores. In particular, the peak loads of S-LL and S-LR specimens were 29.14% and 86.12% higher than that of plain honeycomb, respectively. In summary, increasing the relative density of S-shaped reinforced honeycomb cores proved to enhance the peak load and specific peak load, thereby augmenting the design capabilities of these cores. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
7. In-plane compressive response of composite sandwich panels with local-tight honeycomb cores.
- Author
-
Shi, Shanshan, Zhou, Xin, Zhang, Jiasen, Chen, Bingzhi, and Sun, Zhi
- Subjects
- *
SANDWICH construction (Materials) , *HONEYCOMBS , *HONEYCOMB structures , *DIGITAL image correlation , *FAILURE mode & effects analysis , *MECHANICAL failures - Abstract
In the present study, honeycomb cores with periodic tight zones were proposed for carbon-fiber and aluminum-honeycomb sandwich panels by flattening hexagon-shaped cells of honeycomb walls. In-plane compression tests were performed for sandwich panels with three types of local-tight honeycomb cores to evaluate the effects of the local-tight configurations on mechanical properties and failure modes. Experimental results indicated that the mechanical properties of sandwich specimens were effectively increased by using the proposed local-tight honeycomb cores. In particular, the specific energy absorption of sandwich specimens with a local-orthogonal-tight core was increased by 400.46%. In addition, Digital Image Correlation (DIC) technique was employed to further investigate the compressive behaviors of the sandwich specimens with and without local-orthogonal-tight honeycomb cores. The experimental measurements and detailed DIC observations indicated that the local-orthogonal-tight honeycomb core sandwich structures, which provided improved load transferring paths and reduced mismatch between the high-stiffness face sheets and low-stiffness core, exhibited progressive crushing failure modes. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
8. Low-velocity impact response of composite sandwich structure with grid–honeycomb hybrid core.
- Author
-
Lv, Hangyu, Shi, Shanshan, Chen, Bingzhi, Ma, Jiaxin, and Sun, Zhi
- Subjects
- *
SANDWICH construction (Materials) , *IMPACT response , *COMPOSITE structures , *STRUCTURAL optimization , *IMPACT (Mechanics) , *PEAK load - Abstract
Grid structures have great potential for engineering application, inspired by the leaf texture, the rectangular grid is innovatively added to the honeycomb to form the grid-honeycomb hybrid core. The low-velocity impact response of the composite sandwich structure with grid–honeycomb hybrid core was investigated by experimental and numerical simulation. Low-velocity impact tests with 30 J energy were conducted of the sandwich panel to analyze the mechanical response and damage morphology at typical locations (intersection, rib, and center). The results show that the impact resistance at the intersection was the strongest, the peak load, damage threshold load, and initial stiffness at the intersection were 14.74%, 15.54%, and 16.06% higher, and the maximum displacement and residual displacement were 12.09% and 33.71% lower, respectively than those at the rib, and the center was the weakest. Compared with honeycomb sandwich panel, the impact resistance of unit mass at the intersection and rib was stronger and the internal damage was smaller. In addition, the parametric study of the structural parameters of sandwich panel was conducted. The grid thickness had a significant effect on the impact resistance, while the effects of honeycomb wall thickness and honeycomb unit cell diameter were smaller and had almost no effect on initial stiffness and energy absorption. Finally, the impact resistance efficiency analysis was performed to obtain the optimal design area of structural parameters to provide design guidance. [Display omitted] [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
9. Generation of an iPS cell line via a non-integrative method using urine-derived cells from a patient with USH2A-associated retinitis pigmentosa
- Author
-
Guo, Yonglong, Zeng, Qiaolang, Liu, Shiwei, Yu, Quan, Wang, Peiyuan, Ma, Hongjie, Shi, Shanshan, Yan, Xin, Cui, Zekai, Xie, Mengyuan, Xue, Yunxia, Zha, Qingbing, Li, Zhijie, Zhang, Jun, Tang, Shibo, and Chen, Jiansu
- Published
- 2018
- Full Text
- View/download PDF
10. Assessment of Reduction in Indoor PM2.5 of Outdoor Origin by using Nanofiber Filters as Window Screens.
- Author
-
Shi, Shanshan and Chen, Chun
- Subjects
PARTICULATE matter ,ADVERSE health care events ,VENTILATION ,MATHEMATICAL models of thermodynamics ,HEAT transfer ,SIMULATION methods & models ,MATHEMATICAL models - Abstract
Exposure to outdoor PM 2.5 (particulate matters with an aerodynamic diameter less than 2.5 μm) is associated with adverse health effects. Outdoor PM 2.5 can penetrate into buildings through infiltration and ventilation. Recently, researchers from nanoscience and nanotechnology have developed various nanofiber filters with high PM 2.5 removal efficiency and relatively low air resistance. There is a potential to use these nanofiber filters as the window screens in order to filter out the outdoor PM 2.5 while still ensure the natural ventilation. This study proposed a method to assess the reduction of indoor PM 2.5 of outdoor origin ( C p,in ) by using nanofiber filters as window screens in real residences. The Monte Carlo method was utilized to account for the variety of the PM 2.5 reduction among different residences. Two newly developed nanofiber filters has been evaluated for Beijing residences. The selected nanofiber window screens could reduce the mean value of the annual average indoor PM 2.5 of outdoor origin by 65–67%. However, the annual average air exchange rate of the residences equipped with nanofiber window screens, which range 0.23 to 0.30 h -1 , would be far below the national standard. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
11. Modifications of exposure to ambient particulate matter: Tackling bias in using ambient concentration as surrogate with particle infiltration factor and ambient exposure factor.
- Author
-
Shi, Shanshan, Chen, Chen, and Zhao, Bin
- Subjects
AIR pollution ,HEALTH ,EPIDEMIOLOGY ,HEALTH risk assessment ,ENVIRONMENTAL exposure ,INDOOR air pollution - Abstract
Numerous epidemiological studies explored health risks attributed to outdoor particle pollution. However, a number of these studies routinely utilized ambient concentration as a surrogate for personal exposure to ambient particles. This simplification ignored the difference between indoor and outdoor concentrations of outdoor originated particles and may bias the estimate of particle-health associations. Intending to avoid the bias, particle infiltration factor ( F inf ), which describes the penetration of outdoor particles in indoor environment, and ambient exposure factor ( α ), which represents the fraction of outdoor particles people are truly exposed to, are utilized as modification factors to modify outdoor particle concentration. In this study, the probabilistic distributions of annually-averaged and seasonally-averaged F inf and α were assessed for residences and residents in Beijing. F inf of a single residence and α of an individual was estimated based on the mechanisms governing particle outdoor-to-indoor migration and human time-activity pattern. With this as the core deterministic model, probabilistic distributions of F inf and α were estimated via Monte Carlo Simulation. Annually-averaged F inf of PM 2.5 and PM 10 for residences in Beijing tended to be log-normally distributed as lnN (−0.74,0.14) and lnN (−0.94,0.15) with geometric mean value as 0.47 and 0.39, respectively. Annually-averaged α of PM 2.5 and PM 10 for Beijing residents also tended to be log-normally distributed as lnN (−0.59,0.12) and lnN (−0.73,0.13) with geometric mean value as 0.55 and 0.48, respectively. As for seasonally-averaged results, F inf and α of PM 2.5 and PM 10 were largest in summer and smallest in winter. The obvious difference between these modification factors and unity suggested that modifications of ambient particle concentration need to be considered in epidemiological studies to avoid misclassifications of personal exposure to ambient particles. Moreover, considering the inter-individual difference of F inf and α may lead to a brand new perspective of particle-health associations in further epidemiological study. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
12. On compressive properties of composite sandwich structures with grid reinforced honeycomb core.
- Author
-
Sun, Zhi, Shi, Shanshan, Guo, Xu, Hu, Xiaozhi, and Chen, Haoran
- Subjects
- *
MATERIALS compression testing , *SANDWICH construction (Materials) , *MECHANICAL behavior of materials , *THICKNESS measurement , *PHYSICS experiments - Abstract
In the present study, periodical grids were selected to reinforce soft honeycomb cores of sandwich structures. The grid reinforced honeycomb core can be considered as a combined core with multi-level lattice configuration. In-plane compression tests were carried out to investigate the mechanical properties of carbon fiber sandwich with combined core. Experimental results indicated that the combined core sandwich specimens provided increased stiffness, specific stiffness, energy absorption and critical load, which were higher than the sum of honeycomb core sandwich specimens and grid core sandwich specimens. In addition, a Finite Element Method (FEM) model was proposed to calculate the critical buckling load of the combined core sandwich structures. The effects of core heights, honeycomb-wall thickness and face-sheet thickness on the critical buckling loads of the combined core sandwich structures were examined. The aforementioned experimental and numerical results indicated that the present sandwich structure with grid reinforced honeycomb core could provide improved structural properties for engineering structures. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
13. Short-aramid-fiber toughening of epoxy adhesive joint between carbon fiber composites and metal substrates with different surface morphology.
- Author
-
Sun, Zhi, Shi, Shanshan, Hu, Xiaozhi, Guo, Xu, Chen, Jianyun, and Chen, Haoran
- Subjects
- *
ARAMID fibers , *ADHESIVE joints , *EPOXY compounds , *CARBON fibers , *FIBROUS composites , *SURFACE morphology - Abstract
Carbon-fiber epoxy composites were bonded to four different types of aluminum substrates with different surface roughness and finish. The four aluminum substrates considered in this study have the following surface conditions: two solid aluminum substrates polished with two different grades of sandpapers, and two porous aluminum foams with two different as-received surface conditions, one with a patterned surface finish and one with rough pore structures. Moreover, the thin epoxy adhesive joints between the carbon-fiber face sheets and aluminum substrates were reinforced by adding short aramid fibers. During the fabrication process of the hybrid laminar, sparsely-distributed short aramid fibers were inserted between the fiber-metal interface to promote bridged fibers for tougher and stronger adhesive bonding, while at the same time to minimize any significant change in the thickness of the adhesive joint. Measurements of the critical energy release rate showed that the toughening effects of the low-density short aramid fibers were influenced by the metal-substrate surface roughness and finish. Further comparison indicated that the interfacial fracture toughness of aramid-fiber interleave adhesive joints increased via increase of surface roughness of metal substrates. The surface-roughness effect of metal substrate mainly depends on whether the free fiber ends of the short aramid fibers were pressed and embedded into the surface cavities of aluminum substrates according to scanning electron microscopy observations. The results indicated that the properties and performances of aramid-fiber interleaved adhesive joints between the carbon-fiber face sheets and aluminum substrates could be improved by surface treatments on the aluminum substrates to achieve appropriately surface roughness. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
14. Estimating indoor semi-volatile organic compounds (SVOCs) associated with settled dust by an integrated kinetic model accounting for aerosol dynamics.
- Author
-
Shi, Shanshan and Zhao, Bin
- Subjects
- *
VOLATILE organic compounds , *CHEMICAL kinetics , *AEROSOLS , *ESTIMATION theory , *DIETARY supplements - Abstract
Due to their low vapor pressure, semi-volatile organic compounds (SVOCs) can absorb onto other compartments in indoor environments, including settled dust. Incidental ingestion of settled dust-bound SVOCs contributes to the majority of daily non-dietary exposure to some SVOCs by human beings. With this pathway in mind, an integrated kinetic model to estimate indoor SVOC was developed to better predict the mass-fraction of SVOC associated with settled dust, which is important to accurately assess the non-dietary ingestion exposure to SVOC. In this integrated kinetic model, the aerosol dynamics were considered, including particle penetration, deposition and resuspension. The newly developed model was evaluated by comparing the predicted mass-fraction of SVOC associated with the settled dust ( X dust ) and the measured X dust from previous studies. Sixty X dust values of thirty-eight different SVOCs measured in residences located in seven countries from four continents were involved in the model evaluation. The X dust value predicted by the integrated kinetic model correlated linearly with the measured X dust : y = 0.93x + 0.09 ( R 2 = 0.73), which indicates that the predicted X dust by the integrated kinetic model are in good match with the measured data. This model may be utilized to predict SVOC concentrations in different indoor compartments, including dust-bound SVOC. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
- View/download PDF
15. Buckling resistance of grid-stiffened carbon-fiber thin-shell structures
- Author
-
Shi, Shanshan, Sun, Zhi, Ren, Mingfa, Chen, Haoran, and Hu, Xiaozhi
- Subjects
- *
MECHANICAL buckling , *CARBON fibers , *STRUCTURAL analysis (Engineering) , *MECHANICAL loads , *CONICAL shells , *AEROSPACE industries , *STIFFNESS (Engineering) - Abstract
Abstract: Critical local and global buckling loads of grid-stiffened carbon-fiber thin-shell structures, such as advanced grid-stiffened (AGS) conical shells relevant to aviation and aerospace applications, under uniform external transverse pressure were determined analytically using an equivalent stiffness model considering the influence of non-uniform grid distribution and the minimum potential energy principle. Experiments and finite-elements analysis have been carried out to assess the reliability of this analytical model. To maximize the buckling resistance for optimal design of the AGS conical shells, a hybrid genetic algorithm combining the genetic approach with a simulated annealing algorithm was developed, which considers the characteristics of multi-constraints and mixed discrete–continuous design variables. Comparisons between the benchmark results from the traditional genetic algorithm and simulated annealing algorithm confirmed the validity and efficiency of the hybrid genetic algorithms. Numerical examples show that the local-buckling constraint is a key factor for weight optimization of the AGS carbon-fiber conical. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
16. Buckling response of advanced grid stiffened carbon–fiber composite cylindrical shells with reinforced cutouts
- Author
-
Shi, Shanshan, Sun, Zhi, Ren, Mingfa, Chen, Haoran, and Hu, Xiaozhi
- Subjects
- *
MECHANICAL buckling , *STIFFNESS (Mechanics) , *CARBON fiber-reinforced ceramics , *CYLINDRICAL shells , *AXIAL loads , *FINITE element method - Abstract
Abstract: In this paper, we present the initial buckling and post-buckling responses of axial loaded advanced grid stiffened (AGS) composite cylindrical shells with reinforced rectangular or circular cutouts. The AGS cylindrical shells were reinforced by various local grid configurations near the cutout areas. The effects of different reinforcing grid configurations on critical loads were then examined and compared to those of different skin-reinforcing designs using Finite Element Analysis (FEA) simulations. A high-fidelity non-linear analysis procedure was proposed to predict the non-linear buckling response of the shell structures. The simulation results indicated that the grid reinforcements can reduce or eliminate the risk of local buckling response near the cutout areas and increase the critical load of the shell more effectively than the skin reinforcements. Furthermore, those results showed that an optimum grid reinforcement configuration exists, which significantly improved the initial buckling and post-buckling resistance of the cylindrical shells under axial loading. The above findings can potentially be useful to the analysis and optimum design of AGS composite cylindrical shells with cutouts. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
17. Comparison of the predicted concentration of outdoor originated indoor polycyclic aromatic hydrocarbons between a kinetic partition model and a linear instantaneous model for gas–particle partition
- Author
-
Shi, Shanshan and Zhao, Bin
- Subjects
- *
POLYCYCLIC aromatic hydrocarbons & the environment , *MATHEMATICAL models , *COMPARATIVE studies , *PREDICTION models , *PARTICLES , *POLLUTANTS , *VENTILATION - Abstract
Abstract: Polycyclic aromatic hydrocarbons (PAHs) of outdoor origin can enter indoor environment via infiltration or ventilation, and lead to human exposure. This study presents a kinetic partition model for the prediction of indoor PAH concentrations that are of outdoor origin. The model was verified with the previous published measurement conducted in a chamber. Indoor gas-phase, particle-phase and airborne concentrations (the sum of the gas- and particle-phases concentrations) of 16 species of PAHs listed by United States Environmental Protection Agency (EPA) as priority pollutants were calculated over a two-year period by the kinetic partition model. The predicted concentrations were compared with those calculated using a simple linear instantaneous model. Uncertainty in the differences between the predicted results by these two models caused by uncertain parameters was further conducted. For some PAHs, remarkable differences existed between the predicted indoor gas- and particle-phases concentrations of outdoor originated PAHs by the kinetic partition model and by the linear instantaneous model. The average relative differences of gas-phase PAHs ranged from 3.60 × 10−6 to 6.31 × 101 while those of particle-phase PAHs were between 5.47 × 10−2 and 9.15 × 10−1. However, there was no obvious average relative difference between the predicted airborne concentrations, which maximized to 6.52 × 10−2. The average relative differences for both the gas- and particle-phases PAHs were even larger when particle deposition rate was at its maximum. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
18. A Bibliometric Analysis of Anaerobic Digestion for Butanol Production Research Trends.
- Author
-
Shi, Shanshan, Yue, Cong, Wang, Lihong, Sun, Xiaohong, and Wang, Qunhui
- Subjects
BIBLIOMETRICS ,ANAEROBIC bacteria ,BUTANOL ,BIOMASS energy ,CITATION indexes ,ENVIRONMENTAL chemistry ,ENVIRONMENTAL engineering - Abstract
Abstract: The technique of anaerobic fermentation for butanol production have arosen increasing attention, since the butanol as regeneration bioenergy is important to solve the world''s energy shortage problem. This study uses a bibliometric approach to quantitatively assess current research trends on anaerobic digestion for butanol, by using the data from the Science Citation Index-Expended database and the Derwent Innovations index of the Web of Science. A metric analysis was made on related literature and patents in these two databases, which was indexed considerly from 2001 to 2011. Results indicated that in recent years there had been a notable growth trend in publication outputs. During this period, USA had the largest number of publications. However, of all the institutes, CHINESE ACAD SCI held primacy over the most publications. The mainstream of anaerobic digestion for butyl alcohol research was in the environmental chemistry, engineering, biochemistry molecular biology related fields. Three journals including Journal of chemical and engineering data, Bioresource Technology, Journal of chromatography, Journal of chemical thermodynamics were the most popular ones in this field. In addition, keyword analysis shows that the process, reactor, pretreatment and co-digestion were the hotpots of the latest 18 years. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
19. Unpaired virtual histological staining using prior-guided generative adversarial networks.
- Author
-
Yan, Renao, He, Qiming, Liu, Yiqing, Ye, Peng, Zhu, Lianghui, Shi, Shanshan, Gou, Jizhou, He, Yonghong, Guan, Tian, and Zhou, Guangde
- Subjects
- *
GENERATIVE adversarial networks , *STAINS & staining (Microscopy) , *HEMATOXYLIN & eosin staining , *LIVER diseases - Abstract
Fibrosis is an inevitable stage in the development of chronic liver disease and has an irreplaceable role in characterizing the degree of progression of chronic liver disease. Histopathological diagnosis is the gold standard for the interpretation of fibrosis parameters. Conventional hematoxylin-eosin (H&E) staining can only reflect the gross structure of the tissue and the distribution of hepatocytes, while Masson trichrome can highlight specific types of collagen fiber structure, thus providing the necessary structural information for fibrosis scoring. However, the expensive costs of time, economy, and patient specimens as well as the non-uniform preparation and staining process make the conversion of existing H&E staining into virtual Masson trichrome staining a solution for fibrosis evaluation. Existing translation approaches fail to extract fiber features accurately enough, and the decoder of staining is unable to converge due to the inconsistent color of physical staining. In this work, we propose a prior-guided generative adversarial network, based on unpaired data for effective Masson trichrome stained image generation from the corresponding H&E stained image. Conducted on a small training set, our method takes full advantage of prior knowledge to set up better constraints on both the encoder and the decoder. Experiments indicate the superior performance of our method that surpasses the previous approaches. For various liver diseases, our results demonstrate a high correlation between the staging of real and virtual stains (ρ = 0. 82 ; 95% CI: 0.73-0.89). In addition, our finetuning strategy is able to standardize the staining color and release the memory and computational burden, which can be employed in clinical assessment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
20. Topological optimization of biomimetic sandwich structures with hybrid core and CFRP face sheets.
- Author
-
Sun, Zhi, Li, Dong, Zhang, Weisheng, Shi, Shanshan, and Guo, Xu
- Subjects
- *
SANDWICH construction (Materials) , *BIOMIMETIC materials , *MICROSTRUCTURE , *STIFFNESS (Mechanics) , *CARBON fiber-reinforced plastics , *MATHEMATICAL optimization , *MATHEMATICAL models - Abstract
Porous-core sandwich structures with CFRP face sheets have similar micro structures to biological tissues, for example, grass leaves. The sandwich structures are composed of two thin, stiff face sheets, which provide the primary in-plane structural stiffness, and a thick low-density porous core, which provides the functionalities and the majority of out-plane stiffness. However, the mechanical properties of these sandwich structures are often limited by local failures such as face-core debonding or core collapse. Inspired by the tree leaves with fractal distributed veins, which are larger and stiffer than grass leaves, in this paper, a topological optimization on the micro structures of core is conducted to achieve exceptional mechanical properties. By taking adhesive-area constraint, local-buckling constraint and embedding-volume constraint into consideration, a biomimetic hybrid core, which is similar to the fractal distribution of tree veins, is found to be an optimal core design for sandwich structures with CFRP face sheets. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
21. Bounds-based structure reliability analysis of bogie frame under variable load cases.
- Author
-
Zhi, Pengpeng, Li, Yonghua, Chen, Bingzhi, and Shi, Shanshan
- Subjects
- *
MONTE Carlo method , *STRUCTURAL reliability , *FINITE element method , *RELIABILITY in engineering , *ANALYSIS of variance , *KRIGING - Abstract
• A modified surrogate model-based polynomial function is proposed in consideration of its uncertainty. • A bound approach is introduced to analyze the structural reliability of bogie frame under variable load cases. • The proposed approach is further applied to a practical bogie frame to demonstrate its efficiency and accuracy. Estimating failure probabilities of variable load cases during the design process remains a challenging task in structural reliability analysis of bogie frame. To address this issue, a bound approach by structural reliability analysis is investigated based on modified surrogate model-based polynomial function in this paper. The initial polynomial response surface (PRS) surrogate model of bogie frame under variable load cases is first developed with the results of finite element analysis (FEA) and experimental of design (DoE), and the fitting accuracy is checked based on the analysis of variance (ANOVA) method as well. A modified PRS surrogate model is then proposed to characterize the functional relationship between design parameters and responses. The performance function of bogie frame under variable load cases is next established based on the stress-intensity interference theory. And the subset simulation (SS) method is employed to calculate its failure probability. Finally, the unimodal and bimodal bounds is introduced into the structure reliability analysis of bogie frame to solve the reliability under variable load cases. In this study, the proposed approach is further applied to a practical engineering example to demonstrate its efficiency and accuracy. Simultaneously, the importance of considering the uncertainties of the surrogate model is also shown and discussed by comparing with the Monte Carlo simulation (MCS) results in this example. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.