The well-known Yau＇s uniformization conjecture states that any complete noncompact Kahler manifold with positive bisectional curvature is bi-holomorphic to the Euclidean space. The conjecture for the case of maximal ...The well-known Yau＇s uniformization conjecture states that any complete noncompact Kahler manifold with positive bisectional curvature is bi-holomorphic to the Euclidean space. The conjecture for the case of maximal volume growth has been recently confirmed, by G. Liu in [23]. In the first part, we will give a survey on thc progress. In the second part, we will consider Yau＇s conjecture for manifolds with non-maximal volume growth. We will show that the finiteness of the first Chern number Cn1 is an essential condition to solve Yau＇s conjecture by using algebraic embedding method. Moreover, we prove that, under bounded curvature conditions, Cn1 is automatically finite provided that there exists a positive line bundle with finite Chern number. In particular, we obtain a partial answer to Yau＇s uniformization conjecture on Kahler manifolds with minimal volume growth.展开更多
In this article, we show that the universal covering of any complete normal Kähler space of constant holomorphic sectional curvature on the regular locus is exactly biholomorphic to one of the complex projective ...In this article, we show that the universal covering of any complete normal Kähler space of constant holomorphic sectional curvature on the regular locus is exactly biholomorphic to one of the complex projective space, the complex Euclidean space or the complex Euclidean ball. Moreover, we also prove that in a normal Stein space any bounded domain with complete Bergman metric of constant holomorphic sectional curvature on the regular locus is necessarily biholomorphic to the complex Euclidean ball, by which we generalize the classical Lu Qi-Keng uniformization theorem to the singular setting.展开更多
The excimer laser has important applications in many fields. Because of its non-uniform intensity distribution there are some limits in applications. This paper introduces rotational lens array to improve intensity di...The excimer laser has important applications in many fields. Because of its non-uniform intensity distribution there are some limits in applications. This paper introduces rotational lens array to improve intensity distributions. The intensity variation is reduced to 1 percent by computer simulation.展开更多
Based on the split hopkinson pressure bar(SHPB)tests results,the cubic specimens have been numerically modeled in this paper to investigate the impact of key factors,such as the rise time,duration,and incident pulse s...Based on the split hopkinson pressure bar(SHPB)tests results,the cubic specimens have been numerically modeled in this paper to investigate the impact of key factors,such as the rise time,duration,and incident pulse shape,on achieving stress uniformity.After analysis,the paper provides actionable methods aimed at optimizing the conditions for stress uniformity within the cubic specimen.Finally,the lateral inertia effect of cubic specimen has been scrutinized to address the existing gap in this academic area.展开更多
The goal of this paper is to investigate the long-time dynamics of solutions to a Kirchhoff type suspension bridge equation with nonlinear damping and memory term.For this problem we establish the well-posedness and e...The goal of this paper is to investigate the long-time dynamics of solutions to a Kirchhoff type suspension bridge equation with nonlinear damping and memory term.For this problem we establish the well-posedness and existence of uniform attractor under some suitable assumptions on the nonlinear term g(u),the nonlinear damping f(u_(t))and the external force h(x,t).Specifically,the asymptotic compactness of the semigroup is verified by the energy reconstruction method.展开更多
The suppression of ablative Rayleigh–Taylor instability(ARTI)by a spatially modulated laser in inertial confinement fusion(ICF)is studied through numerical simulations.The results show that in the acceleration phase ...The suppression of ablative Rayleigh–Taylor instability(ARTI)by a spatially modulated laser in inertial confinement fusion(ICF)is studied through numerical simulations.The results show that in the acceleration phase of ICF implosion,the growth of ARTI can be suppressed by using a short-wavelength spatially modulated laser.The ARTI growth rate decreases as the wavelength of the spatially modulated laser decreases,and ARTI is completely suppressed after a certain wavelength has been reached.A spatially uniform laser is introduced to keep the state of motion of the implosion fluid consistent,and it is found that the proportion of the spatially modulated laser required for complete suppression of ARTI decreases as the wavelength continues to decrease.We also optimize the spatial intensity distribution of the spatially modulated laser.In addition,as the duration of the spatially modulated laser decreases,the proportion required for completely suppressing ARTI increases,but the required energy decreases.When the perturbation wavenumber decreases,the wavelength of the spatially modulated laser required for complete suppression of ARTI becomes longer.In the case of multimode perturbation,ARTI can also be significantly suppressed by a spatially modulated laser,and the perturbation amplitude can be reduced to less than 10% of that without a spatially modulated laser.We believe that the conclusions drawn from our simulations can provide the basis for new approaches to control ARTI in ICF.展开更多
Knowledge distillation aims to distill knowledge from teacher networks to train student networks.Distilling intermediate features has attracted much attention in recent years as it can beflexibly applied in variousfiel...Knowledge distillation aims to distill knowledge from teacher networks to train student networks.Distilling intermediate features has attracted much attention in recent years as it can beflexibly applied in variousfields such as image classification,object detection and semantic segmentation.A critical obstacle of feature-based knowledge distillation is the dimension gap between the intermediate features of teacher and student,and plenty of methods have been proposed to resolve this problem.However,these works usually implement feature uniformization in an unsupervised way,lacking guidance to help the student network learn meaningful mapping functions in the uniformization process.Moreover,the dimension uniformization process of the student and teacher network is usually not equivalent as the mapping functions are different.To this end,some factors of the feature are discarded during parametric feature alignment,or some factors are blended in some non-parametric operations.In this paper,we propose a novel semantic-aware knowledge distillation scheme to solve these problems.We build a standalone feature-based classification branch to extract semantic-aware knowledge for better guiding the learning process of the student network.In addition,to avoid the inequivalence of feature uniformization between teacher and student,we design a novel parameter-free self-attention operation that can convert features of different dimensions into vectors of the same length.Experimental results show that the proposed knowledge distillation scheme outperforms existing feature-based distillation methods on the widely used CIFAR-100 and CINIC-10 datasets.展开更多
For the fuzzy topological group (ftg) (Science Bulletin, 29(1984), 651—653), we introduce a new fuzzy uniformity (fu) which is different from L(?)wen’s sense.
A simplified calculation of the specimen’s stress-strain curve is generally conducted using the two-wave method by the split Hopkinson pressure bar(SHPB),which aligns the onset of the transmitted and reflected waves....A simplified calculation of the specimen’s stress-strain curve is generally conducted using the two-wave method by the split Hopkinson pressure bar(SHPB),which aligns the onset of the transmitted and reflected waves.However,this approach neglects the travel time of elastic waves within the specimen.Considering the travel time of elastic waves,this study quantitatively investigates the error characteristics and patterns of stress,strain,and strain rate in the specimen under different conditions using the theoretical two-wave method,and compares the results with those obtained using the onset-aligned twowave method.The study reveals that the stress-time curves derived from the theoretical two-wave method are lower than the actual stress curves,whereas those obtained from the onset-aligned two-wave method are consistently higher than the actual stress curves,with the stress deviation approximating a constant value when the dimensionless time exceeds 2.0.The starting point of the stress-strain curves obtained by the theoretical two-wave method is not zero but a point on the strain axis,whereas the onset-aligned two-wave method always starts at zero.However,the slopes of the stress-strain curves obtained by both methods differ from the actual Young’s modulus of the material,and functional relationships between the slopes and the actual Young’s modulus are provided.This research offers theoretical guidance for the refined design of SHPB experiments and the accurate processing of data.展开更多
In this paper, the problem of cubature Kalman fusion filtering(CKFF) is addressed for multi-sensor systems under amplify-and-forward(AaF) relays. For the purpose of facilitating data transmission, AaF relays are utili...In this paper, the problem of cubature Kalman fusion filtering(CKFF) is addressed for multi-sensor systems under amplify-and-forward(AaF) relays. For the purpose of facilitating data transmission, AaF relays are utilized to regulate signal communication between sensors and filters. Here, the randomly varying channel parameters are represented by a set of stochastic variables whose occurring probabilities are permitted to exhibit bounded uncertainty. Employing the spherical-radial cubature principle, a local filter under AaF relays is initially constructed. This construction ensures and minimizes an upper bound of the filtering error covariance by designing an appropriate filter gain. Subsequently, the local filters are fused through the application of the covariance intersection fusion rule. Furthermore, the uniform boundedness of the filtering error covariance's upper bound is investigated through establishing certain sufficient conditions. The effectiveness of the proposed CKFF scheme is ultimately validated via a simulation experiment concentrating on a three-phase induction machine.展开更多
This paper studies the problem of the spectral radius of the uniform hypergraph determined by the signless Laplacian matrix.The upper bound of the spectral radius of a uniform hypergraph is obtained by using Rayleigh ...This paper studies the problem of the spectral radius of the uniform hypergraph determined by the signless Laplacian matrix.The upper bound of the spectral radius of a uniform hypergraph is obtained by using Rayleigh principle and the perturbation of the spectral radius under moving the edge operation,and the extremal hypergraphs are characterized for both supertree and unicyclic hypergraphs.The spectral radius of the graph is generalized.展开更多
The PICOSEC Micromegas(MM)is a precise timing gaseous detector based on a Cherenkov radiator coupled with a semi-transparent photocathode and an MM amplifying structure.It features a two-stage amplification process th...The PICOSEC Micromegas(MM)is a precise timing gaseous detector based on a Cherenkov radiator coupled with a semi-transparent photocathode and an MM amplifying structure.It features a two-stage amplification process that leads to a significant deterioration of non-uniformity when scaling up to larger areas.Since the performance of gaseous detectors is highly dependent on the choice of working gas,optimizing the gas mixture offers a promising solution to improve the uniformity performance.This paper addresses these challenges through a combined approach of simulation based on Garfield++and experimental studies.The simulation investigates the properties of different mixing fractions of gas mixtures and their impact on detector performance,including gain uniformity and time resolution.To verify the simulation results,experimental tests were conducted using a multi-channel PICOSEC MM prototype with different gas mixtures.The experimental results are consistent with the findings of the simulation,indicating that a higher concentration of neon significantly improves the detector’s gain uniformity.Furthermore,the influence of gas mixtures on time resolution was explored as a critical performance indicator.The study presented in this paper offers valuable insights for improving uniformity in large-area PICOSEC MM detectors and optimizing overall performance.展开更多
Biodiversity has always been valued by ecology,Diversity is generally believed to lead to stability,and biodiversity is an important condition for ecosystems to maintain health.So what factors are related to forest ec...Biodiversity has always been valued by ecology,Diversity is generally believed to lead to stability,and biodiversity is an important condition for ecosystems to maintain health.So what factors are related to forest ecosystem biodiversity,and what kind of forest structure affects and determines the size of biodiversity.This study proposes the concept of contained uniformity based on the theory of uniformity,and uses the convergence of contained uniformity to obtain the judgment model of the forest station pattern type.At the same time,it proposes the concept of forest ecosystem distance diversity,and uses the judgment model of the stand pattern type to derive the mathematical definition of forest ecosystem distance diversity.Combining the ecological characteristics of different stand patterns and measurement indicators of forest ecosystem biodiversity,the connection between forest ecosystem distance diversity and biodiversity is derived,and this is used as an indicator to evaluate forest ecosystem biodiversity.Forest ecosystem distance diversity,as an indicator of biodiversity,can not only conduct early assessment and prediction of the biodiversity of immature forests(forests in the early succession or recovery stage),but also provide a quantitative basis for forest structure optimization.Ultimately realize the sustainable development of forestry production and operation and biodiversity protection.展开更多
This study presents a sustainable approach to soil improvement by integrating polyvinyl alcohol(PVA)into the Soybean Crude Urease Carbonate Precipitation(SCU-CP)technique.The research aims to enhance SCU-CP,which util...This study presents a sustainable approach to soil improvement by integrating polyvinyl alcohol(PVA)into the Soybean Crude Urease Carbonate Precipitation(SCU-CP)technique.The research aims to enhance SCU-CP,which utilizes soybean-derived urease to precipitate calcium carbonate,bonding soil particles and increasing strength.Challenges such as low solution viscosity and inconsistent carbonate precipitation are addressed by incorporating PVA,a biodegradable polymer that improves viscosity and retention.Comprehensive evaluations reveal significant findings:increasing PVA concentration enhances solution viscosity and results in higher calcium carbonate precipitation.Water retention assessments show that the PCP-1%treatment increases saturation water content(w_(s))to 0.263 compared to 0.217 for untreated soil,while also reduces the air-entry value(α).Unconfined Compressive Strength(UCS)tests indicate substantial improvement for PCP-1%,achieving approximately 140 kPa,with values reaching 179 kPa after 28 days.Calcium carbonate content measurements reveal that SCU-CP exhibits a variable distribution(standard deviation of 1.13),while PCP-1%demonstrates a more uniform distribution(standard deviation of 0.60),indicating improved effectiveness.Durability assessments through wet-dry cycling show that SCU-CP experiences a mass loss of 36.5%,while PCP-1%retains only 5%mass loss and maintains a UCS values.SEM images indicate that SCU-CP forms spherical structures,whereas PCP-1%produces a more diverse and crystalline morphology,suggesting better nucleation and distribution.Overall,the polymer-assisted SCU-CP technique(PCP)demonstrates significant potential for effective soil improvement.展开更多
At our school,we have to wear uniforms every day.The problem is that all my classmates think the uniforms are ugly.We think young people should look smart,because①we would like to wear our own clothes.Our teachers th...At our school,we have to wear uniforms every day.The problem is that all my classmates think the uniforms are ugly.We think young people should look smart,because①we would like to wear our own clothes.Our teachers think that if we do that,we will concentrate much②on our clothes than our studies.We don't agree.展开更多
With the rapid advancement of 5G communication technology,increasingly stringent demands are placed on the performance and functionality of phase change switches.Given that RF and microwave signals exhibit characteris...With the rapid advancement of 5G communication technology,increasingly stringent demands are placed on the performance and functionality of phase change switches.Given that RF and microwave signals exhibit characteristics of high frequency,high speed,and high precision,it is imperative for phase change switches to possess fast,accurate,and reliable switching capabilities.Moreover,wafer-level compositional homogeneity and resistivity uniformity during semiconductor manufacturing are crucial for ensuring the yield and reliability of RF switches.By controlling magnetron sputter of GeTe through from four key parameters(pressure,power,Ar flow,and post-annealing)and incorporating elemental proportional compensation in the target,we achieved effective modulation over GeTe uniformity.Finally,we successfully demonstrated the process integration of GeTe phase-change RF switches on 6-inch scaled wafers.展开更多
The high temporal and spatial coherence of free electron lasers(FELs)reduces the uniformity of the illumination field,leading to scattering effects that blur the edges of patterns,resulting in diminished accuracy and ...The high temporal and spatial coherence of free electron lasers(FELs)reduces the uniformity of the illumination field,leading to scattering effects that blur the edges of patterns,resulting in diminished accuracy and clarity.Traditional imaging models regard the light source as fully incoherent,making it difficult to assess the impact of partially coherent light fields on imaging.If FELs are used in imaging systems,their coherence must be considered.To address this issue,this study explores the relationship between coherence,imaging quality and speckle contrast through a simulation method based on random phases.The method divides the light beam into temporal and spatial coherence cells,analyzes their interactions,and simulates imaging results under different coherence conditions.Additionally,speckle patterns for various illumination modes are calculated to evaluate their effects on speckle contrast and illumination uniformity.The results indicate that under different illumination modes,illumination uniformity decreases as coherence increases,while speckle contrast increases with higher coherence.In terms of imaging quality,higher coherence leads to an increase in both line edge roughness(LER)and line width roughness(LWR),thereby reducing the imaging quality.Additionally,the narrower the line width,the greater the impact of coherence on the imaging quality,resulting in poorer imaging performance.展开更多
Background This study investigated the effects of different non-starch polysaccharide(NSP)sources with NSP degrading enzymes(NSPases)and the influence on the mucosa-associated microbiota and intestinal immunity of nur...Background This study investigated the effects of different non-starch polysaccharide(NSP)sources with NSP degrading enzymes(NSPases)and the influence on the mucosa-associated microbiota and intestinal immunity of nursery pigs,on growth performance and carcass traits at market weight.Methods One hundred and sixty newly weaned pigs at 7.0±0.3 kg body weight(BW)were allotted in a 2×2 factorial with NSP sources and NSPases serving as factors.The 4 dietary treatments were:DDGS,corn distillers'dried grains with solubles as source of NSP;DDGS+NSPases(DDGS+),DDGS with xylanase at 0.01%,3,000 U/kg of feed andβ-mannanase at 0.05%,400 U/kg of feed;SHWB,soybean hulls and wheat bran replacing corn DDGS as the source of NSP;SHWB with NSPases(SHWB+),SHWB with xylanase at 0.01%,3,000 U/kg of feed andβ-mannanase at 0.05%,400 U/kg of feed.Pigs were fed for 37 d and housed in groups of 4 pigs per pen.At d 37,the median body weight pig in each pen was euthanized for sampling to analyze intestinal health parameters.Remaining pigs were fed a common diet for subsequent phases to evaluate the carryover effect on growth and carcass traits.Results The SHWB decreased(P<0.05)the relative abundance of Helicobacter,tended to increase(P=0.074)the relative abundance of Lactobacillus,increased(P<0.05)immunoglobulin G(IgG)in the jejunal mucosa,tended to increase(P=0.096)the villus height(VH)in the jejunum,and tended to improve ADG(P=0.099)and feed efficiency(P=0.068)during phase 1 compared to DDGS treatment.Supplementation of NSPases increased(P<0.05)Shannon index of diversity,increased the relative abundance of Streptococcus and Acinetobacter,and tended to increase(P=0.082)dry matter digestibility.The BW of pigs fed SHWB was more uniform(P<0.05)at the end of the 120 d study.Additionally,hot carcass weight of pigs fed SHWB tended to be more uniform(P=0.089)than DDGS treatment.Conclusion Soybean hulls and wheat bran replacing DDGS in nursery diets improved uniformity of pigs at market weight,which might be attributed to beneficial modulation of the mucosa-associated microbiota and enhanced intestinal morphology during the nursery phase.Supplementation of NSPases had beneficial effects on the intestinal mucosa-associated microbiota,digestibility,and intestinal immunity in SHWB treatment,whereas no carryover effects were overserved at market weight.展开更多
In the theory of two-dimensional linear elasticity,an elliptical inclusion is known to attain a constant stress field when perfectly buried in an infinite homogeneous matrix if a uniform eigenstrain is applied to it.T...In the theory of two-dimensional linear elasticity,an elliptical inclusion is known to attain a constant stress field when perfectly buried in an infinite homogeneous matrix if a uniform eigenstrain is applied to it.The focus of this paper falls on the question:when the initially elliptical inclusion verges on a bi-material interface,what would happen to its configuration if it is required to retain the internal constant stress?Specifically,we explore the anti-plane shear version of this question(the version of plane deformations or three-dimensional deformations seems,however,insoluble at this stage),in which an inclusion undergoing a uniform(anti-plane shear)eigenstrain is embedded in a bi-material structure composed of two infinite elastic half-planes whose interface is straight and perfectly bonded,and the shape of the inclusion is to be determined such that the eigenstraininduced stress inside the inclusion appears to be a constant.Unlike most optimization methods-driven solution procedures for finding the shape of the inclusion approximately in which huge computation is required,we derive by a rigorous theoretical analysis an exact integral equation with respect to the boundary curve of the inclusion that is sufficiently and necessarily related to the existence of a constant stress inside the inclusion.We solve this integral equation via the use of some analytic techniques and present in several illustrative examples a variety of shapes of the inclusion achieving constant stresses.We discover some interesting phenomena for the evolution of the shape of the uniformly stressed inclusion relative to the stiffness of the nearby interface.展开更多
In this study,the pure erosion behaviour of pure iron and its erosion-corrosion behaviour under different anodic polarization currents were investigated in various cathodic reactions(oxygen reduction,hydrogen ion redu...In this study,the pure erosion behaviour of pure iron and its erosion-corrosion behaviour under different anodic polarization currents were investigated in various cathodic reactions(oxygen reduction,hydrogen ion reduction,and water reduction)using a cylindrical stirring system.The corrosion-enhanced erosion(C-E)rates were determined for each condition.The results revealed that pure iron displayed similar pure erosion behaviour across all three cathodic reactions.When the cathodic reactions involve hydrogen ion reduction or water reduction,the erosion-corrosion of pure iron manifested as uniform damage,with the reduction in hardness being the main cause of the C-E in this case.Conversely,in the case of oxy-gen reduction reaction as the cathodic reaction,the erosion-corrosion presented as pitting damage,with the reduction in hardness resulting from localized concentration of anodic current and the formation of easily worn protruding flaky iron structures at the edges of the pits as the main mechanism of the C-E.Moreover,linear and exponential relationships were found between the C-E rate and the anodic current density for uniform damage and pitting damage,respectively.Finally,the concept of surface equivalent hardness was proposed,along with the establishment of a mathematical model for surface equivalent hardness based on the relationships between the C-E rate and the anodic current density.Utilizing the surface equivalent hardness enables the evaluation of the erosion rate on material surfaces considering the coupled effect.展开更多
文摘The well-known Yau＇s uniformization conjecture states that any complete noncompact Kahler manifold with positive bisectional curvature is bi-holomorphic to the Euclidean space. The conjecture for the case of maximal volume growth has been recently confirmed, by G. Liu in [23]. In the first part, we will give a survey on thc progress. In the second part, we will consider Yau＇s conjecture for manifolds with non-maximal volume growth. We will show that the finiteness of the first Chern number Cn1 is an essential condition to solve Yau＇s conjecture by using algebraic embedding method. Moreover, we prove that, under bounded curvature conditions, Cn1 is automatically finite provided that there exists a positive line bundle with finite Chern number. In particular, we obtain a partial answer to Yau＇s uniformization conjecture on Kahler manifolds with minimal volume growth.
基金supported by the National Key R&D Program of China(Grant No.2021YFA1002600)NSFC(Grant No.12201060)。
文摘In this article, we show that the universal covering of any complete normal Kähler space of constant holomorphic sectional curvature on the regular locus is exactly biholomorphic to one of the complex projective space, the complex Euclidean space or the complex Euclidean ball. Moreover, we also prove that in a normal Stein space any bounded domain with complete Bergman metric of constant holomorphic sectional curvature on the regular locus is necessarily biholomorphic to the complex Euclidean ball, by which we generalize the classical Lu Qi-Keng uniformization theorem to the singular setting.
文摘The excimer laser has important applications in many fields. Because of its non-uniform intensity distribution there are some limits in applications. This paper introduces rotational lens array to improve intensity distributions. The intensity variation is reduced to 1 percent by computer simulation.
基金Funded by the National Natural Science Foundation of China(Nos.52278518 and 51938011)the Natural Science Foundation of the Jiangsu Higher Education Institutions of China(No.24KJB560021)。
文摘Based on the split hopkinson pressure bar(SHPB)tests results,the cubic specimens have been numerically modeled in this paper to investigate the impact of key factors,such as the rise time,duration,and incident pulse shape,on achieving stress uniformity.After analysis,the paper provides actionable methods aimed at optimizing the conditions for stress uniformity within the cubic specimen.Finally,the lateral inertia effect of cubic specimen has been scrutinized to address the existing gap in this academic area.
基金Supported by the National Natural Science Foundation of China(Grant Nos.11961059,1210502)the University Innovation Project of Gansu Province(Grant No.2023B-062)the Gansu Province Basic Research Innovation Group Project(Grant No.23JRRA684).
文摘The goal of this paper is to investigate the long-time dynamics of solutions to a Kirchhoff type suspension bridge equation with nonlinear damping and memory term.For this problem we establish the well-posedness and existence of uniform attractor under some suitable assumptions on the nonlinear term g(u),the nonlinear damping f(u_(t))and the external force h(x,t).Specifically,the asymptotic compactness of the semigroup is verified by the energy reconstruction method.
基金supported by the National Natural Science Foundation of China(NSFC)(Nos.12074399,12204500,and 12004403)the Key Projects of Intergovernmental International Scientific and Technological Innovation Cooperation(No.2021YFE0116700)+1 种基金the Shanghai Natural Science Foundation(No.20ZR1464400)the Shanghai Sailing Program(No.22YF1455300).
文摘The suppression of ablative Rayleigh–Taylor instability(ARTI)by a spatially modulated laser in inertial confinement fusion(ICF)is studied through numerical simulations.The results show that in the acceleration phase of ICF implosion,the growth of ARTI can be suppressed by using a short-wavelength spatially modulated laser.The ARTI growth rate decreases as the wavelength of the spatially modulated laser decreases,and ARTI is completely suppressed after a certain wavelength has been reached.A spatially uniform laser is introduced to keep the state of motion of the implosion fluid consistent,and it is found that the proportion of the spatially modulated laser required for complete suppression of ARTI decreases as the wavelength continues to decrease.We also optimize the spatial intensity distribution of the spatially modulated laser.In addition,as the duration of the spatially modulated laser decreases,the proportion required for completely suppressing ARTI increases,but the required energy decreases.When the perturbation wavenumber decreases,the wavelength of the spatially modulated laser required for complete suppression of ARTI becomes longer.In the case of multimode perturbation,ARTI can also be significantly suppressed by a spatially modulated laser,and the perturbation amplitude can be reduced to less than 10% of that without a spatially modulated laser.We believe that the conclusions drawn from our simulations can provide the basis for new approaches to control ARTI in ICF.
基金supported in part by Key-Area Research and Development Program of Guangdong Province(Grant No.2021B0101200001)the National Natural Science Foundation of China(Grant No.62293543)+1 种基金the National Natural Science Foundation of China(Grant No.U21B2048)the Open Research Projects of Zhejiang Lab(Grant No.2019KD0AD01/010).
文摘Knowledge distillation aims to distill knowledge from teacher networks to train student networks.Distilling intermediate features has attracted much attention in recent years as it can beflexibly applied in variousfields such as image classification,object detection and semantic segmentation.A critical obstacle of feature-based knowledge distillation is the dimension gap between the intermediate features of teacher and student,and plenty of methods have been proposed to resolve this problem.However,these works usually implement feature uniformization in an unsupervised way,lacking guidance to help the student network learn meaningful mapping functions in the uniformization process.Moreover,the dimension uniformization process of the student and teacher network is usually not equivalent as the mapping functions are different.To this end,some factors of the feature are discarded during parametric feature alignment,or some factors are blended in some non-parametric operations.In this paper,we propose a novel semantic-aware knowledge distillation scheme to solve these problems.We build a standalone feature-based classification branch to extract semantic-aware knowledge for better guiding the learning process of the student network.In addition,to avoid the inequivalence of feature uniformization between teacher and student,we design a novel parameter-free self-attention operation that can convert features of different dimensions into vectors of the same length.Experimental results show that the proposed knowledge distillation scheme outperforms existing feature-based distillation methods on the widely used CIFAR-100 and CINIC-10 datasets.
文摘For the fuzzy topological group (ftg) (Science Bulletin, 29(1984), 651—653), we introduce a new fuzzy uniformity (fu) which is different from L(?)wen’s sense.
基金supported by the National Natural Science Foundation of China (Grant Nos.U2341244,12172179,and 11772160)the Postgraduate Research&Practice Innovation Program of Jiangsu Province.
文摘A simplified calculation of the specimen’s stress-strain curve is generally conducted using the two-wave method by the split Hopkinson pressure bar(SHPB),which aligns the onset of the transmitted and reflected waves.However,this approach neglects the travel time of elastic waves within the specimen.Considering the travel time of elastic waves,this study quantitatively investigates the error characteristics and patterns of stress,strain,and strain rate in the specimen under different conditions using the theoretical two-wave method,and compares the results with those obtained using the onset-aligned twowave method.The study reveals that the stress-time curves derived from the theoretical two-wave method are lower than the actual stress curves,whereas those obtained from the onset-aligned two-wave method are consistently higher than the actual stress curves,with the stress deviation approximating a constant value when the dimensionless time exceeds 2.0.The starting point of the stress-strain curves obtained by the theoretical two-wave method is not zero but a point on the strain axis,whereas the onset-aligned two-wave method always starts at zero.However,the slopes of the stress-strain curves obtained by both methods differ from the actual Young’s modulus of the material,and functional relationships between the slopes and the actual Young’s modulus are provided.This research offers theoretical guidance for the refined design of SHPB experiments and the accurate processing of data.
基金supported in part by the National Natural Science Foundation of China(12171124,61933007)the Natural Science Foundation of Heilongjiang Province of China(ZD2022F003)+2 种基金the National High-End Foreign Experts Recruitment Plan of China(G2023012004L)the Royal Society of UKthe Alexander von Humboldt Foundation of Germany
文摘In this paper, the problem of cubature Kalman fusion filtering(CKFF) is addressed for multi-sensor systems under amplify-and-forward(AaF) relays. For the purpose of facilitating data transmission, AaF relays are utilized to regulate signal communication between sensors and filters. Here, the randomly varying channel parameters are represented by a set of stochastic variables whose occurring probabilities are permitted to exhibit bounded uncertainty. Employing the spherical-radial cubature principle, a local filter under AaF relays is initially constructed. This construction ensures and minimizes an upper bound of the filtering error covariance by designing an appropriate filter gain. Subsequently, the local filters are fused through the application of the covariance intersection fusion rule. Furthermore, the uniform boundedness of the filtering error covariance's upper bound is investigated through establishing certain sufficient conditions. The effectiveness of the proposed CKFF scheme is ultimately validated via a simulation experiment concentrating on a three-phase induction machine.
基金Supported by Natural Science Foundation of HuBei Province(2022CFB299).
文摘This paper studies the problem of the spectral radius of the uniform hypergraph determined by the signless Laplacian matrix.The upper bound of the spectral radius of a uniform hypergraph is obtained by using Rayleigh principle and the perturbation of the spectral radius under moving the edge operation,and the extremal hypergraphs are characterized for both supertree and unicyclic hypergraphs.The spectral radius of the graph is generalized.
基金supported by the National Natural Science Foundation of China(12125505).
文摘The PICOSEC Micromegas(MM)is a precise timing gaseous detector based on a Cherenkov radiator coupled with a semi-transparent photocathode and an MM amplifying structure.It features a two-stage amplification process that leads to a significant deterioration of non-uniformity when scaling up to larger areas.Since the performance of gaseous detectors is highly dependent on the choice of working gas,optimizing the gas mixture offers a promising solution to improve the uniformity performance.This paper addresses these challenges through a combined approach of simulation based on Garfield++and experimental studies.The simulation investigates the properties of different mixing fractions of gas mixtures and their impact on detector performance,including gain uniformity and time resolution.To verify the simulation results,experimental tests were conducted using a multi-channel PICOSEC MM prototype with different gas mixtures.The experimental results are consistent with the findings of the simulation,indicating that a higher concentration of neon significantly improves the detector’s gain uniformity.Furthermore,the influence of gas mixtures on time resolution was explored as a critical performance indicator.The study presented in this paper offers valuable insights for improving uniformity in large-area PICOSEC MM detectors and optimizing overall performance.
基金funded by Research on Intelligent Control System of Variable Fertilization of Deep Application Liquid Fertilizer(GXKS2022GKY003)the Key Laboratory of Smart Agriculture Technology,Guangxi Science and Technology Normal University(GXKSKYPT2024008)+1 种基金Key Laboratory of Detection Technology for Sugarcane and Peanut Leaf Spot Disease,Guangxi Science and Technology Normal University(GXKSKYPT2025008)Research on the Application of Uniformity Theory and 3D Virtual Forest Phase in Harbin Normal University’s Science and Technology Innovation Climbing Program Funding Project(XKB202415)。
文摘Biodiversity has always been valued by ecology,Diversity is generally believed to lead to stability,and biodiversity is an important condition for ecosystems to maintain health.So what factors are related to forest ecosystem biodiversity,and what kind of forest structure affects and determines the size of biodiversity.This study proposes the concept of contained uniformity based on the theory of uniformity,and uses the convergence of contained uniformity to obtain the judgment model of the forest station pattern type.At the same time,it proposes the concept of forest ecosystem distance diversity,and uses the judgment model of the stand pattern type to derive the mathematical definition of forest ecosystem distance diversity.Combining the ecological characteristics of different stand patterns and measurement indicators of forest ecosystem biodiversity,the connection between forest ecosystem distance diversity and biodiversity is derived,and this is used as an indicator to evaluate forest ecosystem biodiversity.Forest ecosystem distance diversity,as an indicator of biodiversity,can not only conduct early assessment and prediction of the biodiversity of immature forests(forests in the early succession or recovery stage),but also provide a quantitative basis for forest structure optimization.Ultimately realize the sustainable development of forestry production and operation and biodiversity protection.
基金supported by JST SPRING,Grant Number JPMJSP2162supported by Shin Nihon Grout Industry Co.,Ltd.The authors sincerely appreciate their support.
文摘This study presents a sustainable approach to soil improvement by integrating polyvinyl alcohol(PVA)into the Soybean Crude Urease Carbonate Precipitation(SCU-CP)technique.The research aims to enhance SCU-CP,which utilizes soybean-derived urease to precipitate calcium carbonate,bonding soil particles and increasing strength.Challenges such as low solution viscosity and inconsistent carbonate precipitation are addressed by incorporating PVA,a biodegradable polymer that improves viscosity and retention.Comprehensive evaluations reveal significant findings:increasing PVA concentration enhances solution viscosity and results in higher calcium carbonate precipitation.Water retention assessments show that the PCP-1%treatment increases saturation water content(w_(s))to 0.263 compared to 0.217 for untreated soil,while also reduces the air-entry value(α).Unconfined Compressive Strength(UCS)tests indicate substantial improvement for PCP-1%,achieving approximately 140 kPa,with values reaching 179 kPa after 28 days.Calcium carbonate content measurements reveal that SCU-CP exhibits a variable distribution(standard deviation of 1.13),while PCP-1%demonstrates a more uniform distribution(standard deviation of 0.60),indicating improved effectiveness.Durability assessments through wet-dry cycling show that SCU-CP experiences a mass loss of 36.5%,while PCP-1%retains only 5%mass loss and maintains a UCS values.SEM images indicate that SCU-CP forms spherical structures,whereas PCP-1%produces a more diverse and crystalline morphology,suggesting better nucleation and distribution.Overall,the polymer-assisted SCU-CP technique(PCP)demonstrates significant potential for effective soil improvement.
文摘At our school,we have to wear uniforms every day.The problem is that all my classmates think the uniforms are ugly.We think young people should look smart,because①we would like to wear our own clothes.Our teachers think that if we do that,we will concentrate much②on our clothes than our studies.We don't agree.
基金supported by the National Natural Science Foundation of China(General Program,No.52473331).
文摘With the rapid advancement of 5G communication technology,increasingly stringent demands are placed on the performance and functionality of phase change switches.Given that RF and microwave signals exhibit characteristics of high frequency,high speed,and high precision,it is imperative for phase change switches to possess fast,accurate,and reliable switching capabilities.Moreover,wafer-level compositional homogeneity and resistivity uniformity during semiconductor manufacturing are crucial for ensuring the yield and reliability of RF switches.By controlling magnetron sputter of GeTe through from four key parameters(pressure,power,Ar flow,and post-annealing)and incorporating elemental proportional compensation in the target,we achieved effective modulation over GeTe uniformity.Finally,we successfully demonstrated the process integration of GeTe phase-change RF switches on 6-inch scaled wafers.
文摘The high temporal and spatial coherence of free electron lasers(FELs)reduces the uniformity of the illumination field,leading to scattering effects that blur the edges of patterns,resulting in diminished accuracy and clarity.Traditional imaging models regard the light source as fully incoherent,making it difficult to assess the impact of partially coherent light fields on imaging.If FELs are used in imaging systems,their coherence must be considered.To address this issue,this study explores the relationship between coherence,imaging quality and speckle contrast through a simulation method based on random phases.The method divides the light beam into temporal and spatial coherence cells,analyzes their interactions,and simulates imaging results under different coherence conditions.Additionally,speckle patterns for various illumination modes are calculated to evaluate their effects on speckle contrast and illumination uniformity.The results indicate that under different illumination modes,illumination uniformity decreases as coherence increases,while speckle contrast increases with higher coherence.In terms of imaging quality,higher coherence leads to an increase in both line edge roughness(LER)and line width roughness(LWR),thereby reducing the imaging quality.Additionally,the narrower the line width,the greater the impact of coherence on the imaging quality,resulting in poorer imaging performance.
基金funded by North Carolina Agricultural Foundation(Raleigh,NC,USA)USDA-NIFA(Hatch#02893 and National Needs Fellowship#2019-38420-28970,Washington DC,USA)+1 种基金CJ Bio(Seoul,Korea)CTC Bio(Seoul,Korea)。
文摘Background This study investigated the effects of different non-starch polysaccharide(NSP)sources with NSP degrading enzymes(NSPases)and the influence on the mucosa-associated microbiota and intestinal immunity of nursery pigs,on growth performance and carcass traits at market weight.Methods One hundred and sixty newly weaned pigs at 7.0±0.3 kg body weight(BW)were allotted in a 2×2 factorial with NSP sources and NSPases serving as factors.The 4 dietary treatments were:DDGS,corn distillers'dried grains with solubles as source of NSP;DDGS+NSPases(DDGS+),DDGS with xylanase at 0.01%,3,000 U/kg of feed andβ-mannanase at 0.05%,400 U/kg of feed;SHWB,soybean hulls and wheat bran replacing corn DDGS as the source of NSP;SHWB with NSPases(SHWB+),SHWB with xylanase at 0.01%,3,000 U/kg of feed andβ-mannanase at 0.05%,400 U/kg of feed.Pigs were fed for 37 d and housed in groups of 4 pigs per pen.At d 37,the median body weight pig in each pen was euthanized for sampling to analyze intestinal health parameters.Remaining pigs were fed a common diet for subsequent phases to evaluate the carryover effect on growth and carcass traits.Results The SHWB decreased(P<0.05)the relative abundance of Helicobacter,tended to increase(P=0.074)the relative abundance of Lactobacillus,increased(P<0.05)immunoglobulin G(IgG)in the jejunal mucosa,tended to increase(P=0.096)the villus height(VH)in the jejunum,and tended to improve ADG(P=0.099)and feed efficiency(P=0.068)during phase 1 compared to DDGS treatment.Supplementation of NSPases increased(P<0.05)Shannon index of diversity,increased the relative abundance of Streptococcus and Acinetobacter,and tended to increase(P=0.082)dry matter digestibility.The BW of pigs fed SHWB was more uniform(P<0.05)at the end of the 120 d study.Additionally,hot carcass weight of pigs fed SHWB tended to be more uniform(P=0.089)than DDGS treatment.Conclusion Soybean hulls and wheat bran replacing DDGS in nursery diets improved uniformity of pigs at market weight,which might be attributed to beneficial modulation of the mucosa-associated microbiota and enhanced intestinal morphology during the nursery phase.Supplementation of NSPases had beneficial effects on the intestinal mucosa-associated microbiota,digestibility,and intestinal immunity in SHWB treatment,whereas no carryover effects were overserved at market weight.
基金supported by the National Natural Science Foundation of China(Grant No.11902147)the Natural Science Foundation of Jiangsu Province(Grant No.BK20190393).
文摘In the theory of two-dimensional linear elasticity,an elliptical inclusion is known to attain a constant stress field when perfectly buried in an infinite homogeneous matrix if a uniform eigenstrain is applied to it.The focus of this paper falls on the question:when the initially elliptical inclusion verges on a bi-material interface,what would happen to its configuration if it is required to retain the internal constant stress?Specifically,we explore the anti-plane shear version of this question(the version of plane deformations or three-dimensional deformations seems,however,insoluble at this stage),in which an inclusion undergoing a uniform(anti-plane shear)eigenstrain is embedded in a bi-material structure composed of two infinite elastic half-planes whose interface is straight and perfectly bonded,and the shape of the inclusion is to be determined such that the eigenstraininduced stress inside the inclusion appears to be a constant.Unlike most optimization methods-driven solution procedures for finding the shape of the inclusion approximately in which huge computation is required,we derive by a rigorous theoretical analysis an exact integral equation with respect to the boundary curve of the inclusion that is sufficiently and necessarily related to the existence of a constant stress inside the inclusion.We solve this integral equation via the use of some analytic techniques and present in several illustrative examples a variety of shapes of the inclusion achieving constant stresses.We discover some interesting phenomena for the evolution of the shape of the uniformly stressed inclusion relative to the stiffness of the nearby interface.
基金supported by the National Key Research and Development Program(No.2022YFC2806200)the National Key Research and Development Program(No.2023YFC2810800)the Natural Science Foundation of China(No.52001055).
文摘In this study,the pure erosion behaviour of pure iron and its erosion-corrosion behaviour under different anodic polarization currents were investigated in various cathodic reactions(oxygen reduction,hydrogen ion reduction,and water reduction)using a cylindrical stirring system.The corrosion-enhanced erosion(C-E)rates were determined for each condition.The results revealed that pure iron displayed similar pure erosion behaviour across all three cathodic reactions.When the cathodic reactions involve hydrogen ion reduction or water reduction,the erosion-corrosion of pure iron manifested as uniform damage,with the reduction in hardness being the main cause of the C-E in this case.Conversely,in the case of oxy-gen reduction reaction as the cathodic reaction,the erosion-corrosion presented as pitting damage,with the reduction in hardness resulting from localized concentration of anodic current and the formation of easily worn protruding flaky iron structures at the edges of the pits as the main mechanism of the C-E.Moreover,linear and exponential relationships were found between the C-E rate and the anodic current density for uniform damage and pitting damage,respectively.Finally,the concept of surface equivalent hardness was proposed,along with the establishment of a mathematical model for surface equivalent hardness based on the relationships between the C-E rate and the anodic current density.Utilizing the surface equivalent hardness enables the evaluation of the erosion rate on material surfaces considering the coupled effect.
