Discriminative region localization and efficient feature encoding are crucial for fine-grained object recognition.However,existing data augmentation methods struggle to accurately locate discriminative regions in comp...Discriminative region localization and efficient feature encoding are crucial for fine-grained object recognition.However,existing data augmentation methods struggle to accurately locate discriminative regions in complex backgrounds,small target objects,and limited training data,leading to poor recognition.Fine-grained images exhibit“small inter-class differences,”and while second-order feature encoding enhances discrimination,it often requires dual Convolutional Neural Networks(CNN),increasing training time and complexity.This study proposes a model integrating discriminative region localization and efficient second-order feature encoding.By ranking feature map channels via a fully connected layer,it selects high-importance channels to generate an enhanced map,accurately locating discriminative regions.Cropping and erasing augmentations further refine recognition.To improve efficiency,a novel second-order feature encoding module generates an attention map from the fourth convolutional group of Residual Network 50 layers(ResNet-50)and multiplies it with features from the fifth group,producing second-order features while reducing dimensionality and training time.Experiments on Caltech-University of California,San Diego Birds-200-2011(CUB-200-2011),Stanford Car,and Fine-Grained Visual Classification of Aircraft(FGVC Aircraft)datasets show state-of-the-art accuracy of 88.9%,94.7%,and 93.3%,respectively.展开更多
A method for correlating thermal light over a wide spectral range is proposed.A multi-wavelength pseudothermal source,prepared by projecting laser beams of multiple wavelengths(650 nm,635 nm,532 nm,and 473 nm)onto a m...A method for correlating thermal light over a wide spectral range is proposed.A multi-wavelength pseudothermal source,prepared by projecting laser beams of multiple wavelengths(650 nm,635 nm,532 nm,and 473 nm)onto a moving thin ground glass plate,is employed in a double-slit interference experiment.The ground glass plate induces random phase differences between light beams of different wavelengths passing through it.This initial random phase difference significantly influences the high-order intensity correlation functions of multi-wavelength thermal beams.Experimentally,second-order correlated interference patterns,including subwavelength interference,of pseudothermal beams with different wavelengths are observed in the intensity correlation measurements.This method facilitates applications of correlated thermal photons in quantum information processing and quantum imaging.展开更多
Chemical exchange saturation transfer magnetic resonance imaging is an advanced imaging technique that enables the detection of compounds at low concentrations with high sensitivity and spatial resolution and has been...Chemical exchange saturation transfer magnetic resonance imaging is an advanced imaging technique that enables the detection of compounds at low concentrations with high sensitivity and spatial resolution and has been extensively studied for diagnosing malignancy and stroke.In recent years,the emerging exploration of chemical exchange saturation transfer magnetic resonance imaging for detecting pathological changes in neurodegenerative diseases has opened up new possibilities for early detection and repetitive scans without ionizing radiation.This review serves as an overview of chemical exchange saturation transfer magnetic resonance imaging with detailed information on contrast mechanisms and processing methods and summarizes recent developments in both clinical and preclinical studies of chemical exchange saturation transfer magnetic resonance imaging for Alzheimer’s disease,Parkinson’s disease,multiple sclerosis,and Huntington’s disease.A comprehensive literature search was conducted using databases such as PubMed and Google Scholar,focusing on peer-reviewed articles from the past 15 years relevant to clinical and preclinical applications.The findings suggest that chemical exchange saturation transfer magnetic resonance imaging has the potential to detect molecular changes and altered metabolism,which may aid in early diagnosis and assessment of the severity of neurodegenerative diseases.Although promising results have been observed in selected clinical and preclinical trials,further validations are needed to evaluate their clinical value.When combined with other imaging modalities and advanced analytical methods,chemical exchange saturation transfer magnetic resonance imaging shows potential as an in vivo biomarker,enhancing the understanding of neuropathological mechanisms in neurodegenerative diseases.展开更多
This paper proposes a global stabilization method for a class of planar switched systems with input saturation constrains by using a state feedback and switching strategy. This method is proved to be effective by anal...This paper proposes a global stabilization method for a class of planar switched systems with input saturation constrains by using a state feedback and switching strategy. This method is proved to be effective by analyzing the characteristics of the trajectory of second-order linear systems with input saturation.展开更多
To investigate the effect of saturation on the storage-dissipation properties and failure characteristics of red sandstone,as well as the energy mechanism of rockburst prevention by water,a series of uniaxial compress...To investigate the effect of saturation on the storage-dissipation properties and failure characteristics of red sandstone,as well as the energy mechanism of rockburst prevention by water,a series of uniaxial compression and uniaxial loading–unloading tests were conducted under five saturation levels.The effect of saturation on the mechanical properties and elastic energy density was analyzed,and a method for obtaining peak energy density was proposed.The effect of saturation on the energy evolution was examined,and the energy mechanism of water in preventing rockburst was revealed.The results indicate that an increase in saturation of red sandstone decreases the input energy density,elastic energy density,dissipated energy density,peak strength and peak strain;the compaction phase of the stress–strain curve becomes shorter;the failure mode transitions from X-conjugate oblique shear to single oblique shear;the variation in the debris ejection trajectory is as follows:radiation→X-ray→oblique upward parabola→horizontal parabola→oblique downward parabola;the degree of failure intensity and fragmentation is decreased gradually.Elastic energy density is interconnected with both saturation and stress but independent of the loading path.Saturation exhibits a dual effect on the energy storage property,i.e.,increasing saturation increases the energy storage efficiency and reduces the energy storage capacity.The ratio of peak elastic energy density to peak input energy density remains constant irrespective of saturation levels.Water prevents rockburst by decreasing the energy storage capacity of surrounding rock,alleviating the stress of surrounding rock to reduce energy storage,and elevating the energy release threshold of high-energy surrounding rock.The findings of this study contribute to understanding the effect of water on rock failure from an energy perspective,as well as provide theoretical guidance for rockburst prevention by water in deep tunnels.展开更多
Shale gas is an important unconventional resource,and shale reservoirs typically contain both water and gas fluids.Water can occupy the shale gas storage space,reduce the flow capacity of shale gas,and even completely...Shale gas is an important unconventional resource,and shale reservoirs typically contain both water and gas fluids.Water can occupy the shale gas storage space,reduce the flow capacity of shale gas,and even completely seal off the shale gas.When the shale develops an effective sealing capacity,the water saturation of the shale reaches a threshold value which can be measured using physical simulation experiments.However,limited research has been conducted on the quantitative calculation of critical water saturation.In order to obtain the critical water saturation of shale,this paper proposes a theoretical calculation method to estimate the critical water saturation of shale based on DLvo(Derjaguin-Landau-Verwey-Overbeek)theory.Two shale samples from the Longmaxi Formation in the Sichuan Basin with different total organic carbon(TOC)were selected for gas adsorption experiments to characterize the pore structure of the organic matter and inorganic matter of the shale.Based on the established theoretical and geological models,the critical water film thickness and critical water saturation of pores with different pore sizes were calculated.Taking the boundary conditions into account,the critical water saturation of the two shale samples was ultimately determined.The results showed that inorganic pores occupied 81.0%of the pores of the shale with a ToC of 0.89%,and their dominant pore sizes were dominated by mesopores around 40 nm;inorganic pores occupied 48.7%of the pores of the shale with a TOC of 4.27%,and their dominant pore sizes were dominated by micropores and mesopores around 0-20 nm and 40 nm.As the pore size increased,the corresponding critical water film thickness also increased,and the critical water saturation was normally distributed in the pore size range centered at about 10 nm.The distribution of critical water saturation in inorganic pores with different pore sizes was in the range of about 63%-76%,and the critical water saturation of shale with a TOC of 0.89%and shale with a TOC of 4.27%were calculated to be 41.7%and 32.7%,respectively.The method proposed in this study accurately calculates the critical water saturation of shale and effectively distinguishes the differences critical water saturation between shales with different TOc.Further,shale gas reservoirs can be finely characterized by comparing with the original water saturation of shale layers.This study is of great scientific significance to shale gas exploration and development,and even to the field of cO2 geological storage.展开更多
This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanis...This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanism is presented to structure the adaptive integral terminal sliding mode control(SMC)strategy.The control design consists of compensation control and nominal control,which improves the rapidity and accuracy of trajectory tracking.The smooth saturation model based on the error function is applied to approximate the voltage saturation phenomenon.Additionally,to deal with the adverse effects of various unknown disturbances,including model parameter uncertainties and unknown external load disturbances,an improved disturbance observer(DO)is proposed.This observer effectively suppresses the fluctuations caused by fixed gain during the starting period of the system.Finally,the experimental results under different conditions show that the proposed strategy has good tracking and disturbance suppression performances.展开更多
CO_(2) storage capacity is significantly influenced by the saturation levels of reservoir rocks,with underground fluid saturation typically evaluated using resistivity data.The conductive pathways of fluids in various...CO_(2) storage capacity is significantly influenced by the saturation levels of reservoir rocks,with underground fluid saturation typically evaluated using resistivity data.The conductive pathways of fluids in various states within rock pores differ,alongside variations in conductive mechanisms.To clarify the conductivity of water in rocks across different states,this study employed a three-pore segment saturation model,which corrected for the additional conductivity of clay by categorizing water into large-pore segment,medium-pore segment,and small-pore segment types.Addressing the heterogeneity of tight sandstone reservoirs,we classified distinct pore structures and inverted Archie equation parameters from NMR logging data using a segmented characterization approach,yielding dynamic Archie parameters that vary with depth.Ultimately,we established an improved saturation parameter method based on joint inversion of NMR and resistivity data,which was validated through laboratory experiments and practical downhole applications.The results indicate that this saturation parameter inversion method has been effectively applied in both settings.Furthermore,we discussed the varying conductive behaviors of fluids in large and medium pore segment under saturated and drained states.Lastly,we proposed a workflow for inverting saturation based on downhole data,providing a robust foundation for CO_(2) storage and predicting underground fluid saturation.展开更多
We present an analysis of the color-dipole picture for determination of the gluon density at low-x which is obtained from the Altarelli-Martinelli equation by expansion at distinct points of expansion.The dipole cross...We present an analysis of the color-dipole picture for determination of the gluon density at low-x which is obtained from the Altarelli-Martinelli equation by expansion at distinct points of expansion.The dipole cross-sections with respect to the improved saturation model of Bartels–Golec-Biernat–Kowalski are obtained in a wide range of transverse sizes r and compared with the Golec-Biernat-Ẅu sthoff model.We find that the model gives a good description of the dipole cross-section at large r which confirms saturation and matches the perturbative QCD result at a small r due to the significant role of the running of the gluon distribution.展开更多
Continuous control protocols are extensively utilized in traditional MASs,in which information needs to be transmitted among agents consecutively,therefore resulting in excessive consumption of limited resources.To de...Continuous control protocols are extensively utilized in traditional MASs,in which information needs to be transmitted among agents consecutively,therefore resulting in excessive consumption of limited resources.To decrease the control cost,based on ISC,several LFC problems are investigated for second-order MASs without and with time delay,respectively.Firstly,an intermittent sampled controller is designed,and a sufficient and necessary condition is derived,under which state errors between the leader and all the followers approach zero asymptotically.Considering that time delay is inevitable,a new protocol is proposed to deal with the time-delay situation.The error system’s stability is analyzed using the Schur stability theorem,and sufficient and necessary conditions for LFC are obtained,which are closely associated with the coupling gain,the system parameters,and the network structure.Furthermore,for the case where the current position and velocity information are not available,a distributed protocol is designed that depends only on the sampled position information.The sufficient and necessary conditions for LFC are also given.The results show that second-order MASs can achieve the LFC if and only if the system parameters satisfy the inequalities proposed in the paper.Finally,the correctness of the obtained results is verified by numerical simulations.展开更多
Herein,the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon(AC)samples was investigated by multidimensional linear regression.Among the cha...Herein,the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon(AC)samples was investigated by multidimensional linear regression.Among the characteristic values,the carbon tetrachloride(CTC)adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC sampleswith diverse sources and forms,particularly in exposure to high-concentration toluene.Notably,the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents,which proved the wide applicability of CTC value in characterizing the adsorption behaviors.Based on these results,a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions(inlet concentration,adsorption time,initial CTC value,etc.)on diverse AC samples,of which the accuracy has later been verified by experimental data.As such,a fast and accurate estimation of the adsorption behaviors over AC samples,and possibly other porous adsorbents,was realized.展开更多
In recent years,the study of higher-order topological states and their material realizations has become a research frontier in topological condensed matter physics.We demonstrate that twisted bilayer graphene with sma...In recent years,the study of higher-order topological states and their material realizations has become a research frontier in topological condensed matter physics.We demonstrate that twisted bilayer graphene with small twist angles behaves as a second-order topological insulator possessing topological corner charges.Using a tight-binding model,we compute the topological band indices and corner states of finite-sized twisted bilayer graphene flakes.It is found that for any small twist angle,whether commensurate or incommensurate,the gaps both below and above the flat bands are associated with nontrivial topological indices.Our results not only extend the concept of second-order band topology to arbitrary small twist angles but also confirm the existence of corner states at acute-angle corners.展开更多
AIM:To evaluate retinal hemoglobin oxygen saturation in myopic eyes by scanning laser ophthalmoscope(SLO)and to assess its correlations with different severity of myopia.METHODS:Sixty-one eyes from 61 patients were in...AIM:To evaluate retinal hemoglobin oxygen saturation in myopic eyes by scanning laser ophthalmoscope(SLO)and to assess its correlations with different severity of myopia.METHODS:Sixty-one eyes from 61 patients were included and subdivided into three groups according to their refractive errors:high myopia group[20 eyes,spherical equivalent(SE)≤-6 D];low and moderate myopia(22 eyes,-6.0<SE≤-0.5 D);normal(19 eyes,-0.5<SE<+0.5 D).All subjects underwent SLO imaging with dual lasers(532 nm and 633 nm).The oxygen saturations of hemoglobin in arteries(SO_(2)A)and veins(SO_(2)V),and their differences(SO_(2)AV)were estimated from the optical densities of the vessels on the images at the two wavelengths.Pearson’s or Spearman’s rank correlation coefficient were calculated to assess the correlation between retinal hemoglobin oxygen saturation and refractive error/axial length(AL).RESULTS:For the retinal oxygen saturation,the SO_(2)V in high myopia group(73.21%±21.42%)was significantly higher than that in normal group(55.81%±21.69%)and low and moderate myopia group(56.88%±13.83%,P<0.05).The SE was significantly correlated with SO_(2)A(r=-0.30)and SO_(2)V(r=-0.36;P<0.05),and AL was also significantly correlated with SO_(2)A(r=0.27)and SO_(2)V(r=0.30;P<0.05).No significant correlations were found between SO_(2)AV and SE and AL(P>0.05).CONCLUSION:SO_(2)A and SO_(2)V increased in more myopic eye based on SLO measurements.Further studies are warranted to investigate the changes of retinal hemoglobin oxygen saturation in myopia with different methods.展开更多
The authors regret that the declaration of Acknowledgement as below is missing in the paper:AcknowledgementWe are grateful to the Department of Biology and Postgraduate Sciences-Biology of the Universidad del Valle,Ca...The authors regret that the declaration of Acknowledgement as below is missing in the paper:AcknowledgementWe are grateful to the Department of Biology and Postgraduate Sciences-Biology of the Universidad del Valle,Cali-Colombia for their support of the project;to Wilmar Torres MSc.for his statistical advice;to the biologist Helen Burnham MSc.for the translation of the document;to Isabel Castro and all the members of the Ornithology and Animal Behaviour Laboratory-OYCA of Universidad del Valle for their invaluable support in the field.We sincerely thank the anonymous re-viewers for their invaluable feedback and contributions to our manuscript.展开更多
In this paper,we investigate the phenomena of electromagnetically induced transparency and the generation of second-order sideband in a Laguerre–Gaussian cavity optorotational system with a Kerr nonlinear medium.Usin...In this paper,we investigate the phenomena of electromagnetically induced transparency and the generation of second-order sideband in a Laguerre–Gaussian cavity optorotational system with a Kerr nonlinear medium.Using the perturbation method,we analyze the first-and second-order sideband generations in the output field from the system under the actions of a strong control field and a weak probe field.Numerical simulations show that the Kerr nonlinearity can lead to the occurrence of the asymmetric line shape in the transmission of the probe field.Comparing with traditional scheme for generating the second-order sideband,our spectral shape of the second-order sideband is amplified and becomes asymmetric,which has potential applications in precision measurement,high-sensitivity devices,and frequency conversion.展开更多
The stabilization problem of second-order bilinear systems with time delay is investigated.Feedback controls are chosen so that the strong and exponential stabilization of the system is ensured.The obtained results ar...The stabilization problem of second-order bilinear systems with time delay is investigated.Feedback controls are chosen so that the strong and exponential stabilization of the system is ensured.The obtained results are illustrated by wave and beam equations with simulation.展开更多
This study discusses the challenges in logging the evaluation of low-resistivity oil reservoirs,especially the difficult problems involving their saturation calculation.A correction method for equivalent water conduct...This study discusses the challenges in logging the evaluation of low-resistivity oil reservoirs,especially the difficult problems involving their saturation calculation.A correction method for equivalent water conductivity is proposed,given the high conductivity caused by small amounts of water distributed in a network within the low-resistivity reservoir,which mimics the eff ects of high water saturation.This approach signifi cantly improves the accuracy of hydrocarbon saturation calculations in these low-resistivity reservoirs.The corrected hydrocarbon saturation values highly matched the porosity and are consistent with experimental results.This study also establishes a discrimination process to determine whether corrections are required,verifying the eff ectiveness and accuracy of the method through an application example.展开更多
High saturation pressure reservoirs experience rapid pressure decline during exploitation,leading to significant changes in crude oil phase behavior and a continuous increase in viscosity after degassing,which adverse...High saturation pressure reservoirs experience rapid pressure decline during exploitation,leading to significant changes in crude oil phase behavior and a continuous increase in viscosity after degassing,which adversely affects oil recovery.This challenge is particularly acute in tight sandstone reservoirs.To optimize the development strategy for such reservoirs,a series of experiments were conducted using core samples from a high saturation tight sandstone reservoir in the JS oilfield.Gas-dissolved crude oil was prepared by mixing wellhead oil and gas samples,enabling the identification of the critical point where viscosity changes as pressure decreases.Oil-water relative permeability experiments under varying viscosities revealed crude oilmobility trends with declining production pressure.Additionally,physical and numerical simulations of water huff-n-puff processeswere performed,while nuclear magnetic resonance methods explored the effects of soaking time on oil-water imbibition.Key findings include the following optimal parameters for water huff-n-puff:(1)initiating the process when formation pressure is 75%of its original level,(2)a soaking time of 48 h,(3)an injection volume of 0.6 pore volumes per cycle,and(4)a 5 MPa pressure reduction per production stage.Numerical simulations further recommend initiating water injection after one year of depletion,with an optimal cumulative injection volume of 18,000 cubic meters,a soaking time of 10 days,and a producing pressure difference of 5 MPa.展开更多
Background:The brain,which constitutes merely 2%of total body weight,receives approximately 15%of cardiac output and consumes about 20%of the body's oxygen,rendering it highly susceptible to hypoxia.Short-term oxy...Background:The brain,which constitutes merely 2%of total body weight,receives approximately 15%of cardiac output and consumes about 20%of the body's oxygen,rendering it highly susceptible to hypoxia.Short-term oxygen deprivation can lead to irreversible damage.Near-infrared spectroscopy(NIRS),operating within the 650–1100 nm wavelength range,enables non-invasive,continuous monitoring of cerebral tissue oxygen saturation(rSO_(2)).It has been extensively utilised in intensive care units,neurosurgery,cardiovascular surgery,and perioperative anaesthesia management.Recent advancements in domestically produced devices have progressed rapidly;however,variations in wavelength,sensor design,and algorithms across different brands mean that measurement values are not interchangeable.The accuracy and sensitivity of these devices necessitate comprehensive validation.Objective:This study aimed to evaluate the measurement performance of the domestically produced cerebral tissue oxygen saturation monitor(MOC200),determine its consistency and clinical applicability compared to the imported device(INVOS5100C),and investigate physiological factors influencing baseline rSO_(2)values.Method:A total of 222 healthy subjects aged 15 to 90 years were enrolled from January to March 2025.rSO_(2)was measured using both the MOC200 and INVOS5100C devices.Device performance was assessed via correlation analysis,linear regression,Bland-Altman agreement analysis,and difference testing.Results:Measurement values from MOC200 and INVOS5100C demonstrated high consistency,with a correlation coefficient of 0.786.Bland-Altman analysis indicated greater agreement for left hemisphere measurements,while right hemisphere and mean values exhibited relatively lower consistency.Age,gender,and haemoglobin levels are the primary factors influencing baseline rSO_(2)values,with haemoglobin showing a positive correlation,whereas increasing age and female gender are associated with lower rSO_(2)levels.Conclusion:The domestically developed MOC200 cerebral tissue oxygen saturation monitor reliably reflects cerebral oxygenation in healthy individuals,exhibiting accuracy and stability comparable to the imported device and demonstrating good measurement consistency.Age,sex,and haemoglobin are key physiological factors influencing baseline rSO_(2)in this population.展开更多
This paper addresses the tracking control problem of a class of multiple-input–multiple-output nonlinear systems subject to actuator faults.Achieving a balance between input saturation and performance constraints,rat...This paper addresses the tracking control problem of a class of multiple-input–multiple-output nonlinear systems subject to actuator faults.Achieving a balance between input saturation and performance constraints,rather than conducting isolated analyses,especially in the presence of frequently encountered unknown actuator faults,becomes an interesting yet challenging problem.First,to enhance the tracking performance,Tunnel Prescribed Performance(TPP)is proposed to provide narrow tunnel-shape constraints instead of the common over-relaxed trumpet-shape performance constraints.A pair of non-negative signals produced by an auxiliary system is then integrated into TPP,resulting in Saturation-tolerant Prescribed Performance(SPP)with flexible performance boundaries that account for input saturation situations.Namely,SPP can appropriately relax TPP when needed and decrease the conservatism of control design.With the help of SPP,our developed Saturation-tolerant Prescribed Control(SPC)guarantees finite-time convergence while satisfying both input saturation and performance constraints,even under serious actuator faults.Simulations are conducted to illustrate the effectiveness of the proposed SPC.展开更多
基金supported,in part,by the National Nature Science Foundation of China under Grant 62272236,62376128 and 62306139the Natural Science Foundation of Jiangsu Province under Grant BK20201136,BK20191401.
文摘Discriminative region localization and efficient feature encoding are crucial for fine-grained object recognition.However,existing data augmentation methods struggle to accurately locate discriminative regions in complex backgrounds,small target objects,and limited training data,leading to poor recognition.Fine-grained images exhibit“small inter-class differences,”and while second-order feature encoding enhances discrimination,it often requires dual Convolutional Neural Networks(CNN),increasing training time and complexity.This study proposes a model integrating discriminative region localization and efficient second-order feature encoding.By ranking feature map channels via a fully connected layer,it selects high-importance channels to generate an enhanced map,accurately locating discriminative regions.Cropping and erasing augmentations further refine recognition.To improve efficiency,a novel second-order feature encoding module generates an attention map from the fourth convolutional group of Residual Network 50 layers(ResNet-50)and multiplies it with features from the fifth group,producing second-order features while reducing dimensionality and training time.Experiments on Caltech-University of California,San Diego Birds-200-2011(CUB-200-2011),Stanford Car,and Fine-Grained Visual Classification of Aircraft(FGVC Aircraft)datasets show state-of-the-art accuracy of 88.9%,94.7%,and 93.3%,respectively.
基金supported by the National Natural Science Foundation of China(Grant Nos.62105278 and 11674273)the Natural Science Foundation of Shandong Province(Grant No.ZR2023MA015)。
文摘A method for correlating thermal light over a wide spectral range is proposed.A multi-wavelength pseudothermal source,prepared by projecting laser beams of multiple wavelengths(650 nm,635 nm,532 nm,and 473 nm)onto a moving thin ground glass plate,is employed in a double-slit interference experiment.The ground glass plate induces random phase differences between light beams of different wavelengths passing through it.This initial random phase difference significantly influences the high-order intensity correlation functions of multi-wavelength thermal beams.Experimentally,second-order correlated interference patterns,including subwavelength interference,of pseudothermal beams with different wavelengths are observed in the intensity correlation measurements.This method facilitates applications of correlated thermal photons in quantum information processing and quantum imaging.
基金supported by The University of Hong Kong,China(109000487,109001694,204610401,and 204610519)National Natural Science Foundation of China(82402225)(to JH).
文摘Chemical exchange saturation transfer magnetic resonance imaging is an advanced imaging technique that enables the detection of compounds at low concentrations with high sensitivity and spatial resolution and has been extensively studied for diagnosing malignancy and stroke.In recent years,the emerging exploration of chemical exchange saturation transfer magnetic resonance imaging for detecting pathological changes in neurodegenerative diseases has opened up new possibilities for early detection and repetitive scans without ionizing radiation.This review serves as an overview of chemical exchange saturation transfer magnetic resonance imaging with detailed information on contrast mechanisms and processing methods and summarizes recent developments in both clinical and preclinical studies of chemical exchange saturation transfer magnetic resonance imaging for Alzheimer’s disease,Parkinson’s disease,multiple sclerosis,and Huntington’s disease.A comprehensive literature search was conducted using databases such as PubMed and Google Scholar,focusing on peer-reviewed articles from the past 15 years relevant to clinical and preclinical applications.The findings suggest that chemical exchange saturation transfer magnetic resonance imaging has the potential to detect molecular changes and altered metabolism,which may aid in early diagnosis and assessment of the severity of neurodegenerative diseases.Although promising results have been observed in selected clinical and preclinical trials,further validations are needed to evaluate their clinical value.When combined with other imaging modalities and advanced analytical methods,chemical exchange saturation transfer magnetic resonance imaging shows potential as an in vivo biomarker,enhancing the understanding of neuropathological mechanisms in neurodegenerative diseases.
基金supported by the China Postdoctoral Science Foundation (Grant No.20070420643)the National Natural Science Foundation of China (Grant No.60774059)the Innovation Program of the Shanghai Municipal Science and Technology Commission (Grant No.08DZ2272400)
文摘This paper proposes a global stabilization method for a class of planar switched systems with input saturation constrains by using a state feedback and switching strategy. This method is proved to be effective by analyzing the characteristics of the trajectory of second-order linear systems with input saturation.
基金supported by the National Natural Science Foundation of China(52104133,52304227)the Natural Science Foundation of Hunan Province(2021JJ40465,2023JJ40548)the Opening Foundation of the State Key Laboratory of Mining Response and Disaster Prevention and Control in Deep Coal Mines(SKLMRDPC20KF03).
文摘To investigate the effect of saturation on the storage-dissipation properties and failure characteristics of red sandstone,as well as the energy mechanism of rockburst prevention by water,a series of uniaxial compression and uniaxial loading–unloading tests were conducted under five saturation levels.The effect of saturation on the mechanical properties and elastic energy density was analyzed,and a method for obtaining peak energy density was proposed.The effect of saturation on the energy evolution was examined,and the energy mechanism of water in preventing rockburst was revealed.The results indicate that an increase in saturation of red sandstone decreases the input energy density,elastic energy density,dissipated energy density,peak strength and peak strain;the compaction phase of the stress–strain curve becomes shorter;the failure mode transitions from X-conjugate oblique shear to single oblique shear;the variation in the debris ejection trajectory is as follows:radiation→X-ray→oblique upward parabola→horizontal parabola→oblique downward parabola;the degree of failure intensity and fragmentation is decreased gradually.Elastic energy density is interconnected with both saturation and stress but independent of the loading path.Saturation exhibits a dual effect on the energy storage property,i.e.,increasing saturation increases the energy storage efficiency and reduces the energy storage capacity.The ratio of peak elastic energy density to peak input energy density remains constant irrespective of saturation levels.Water prevents rockburst by decreasing the energy storage capacity of surrounding rock,alleviating the stress of surrounding rock to reduce energy storage,and elevating the energy release threshold of high-energy surrounding rock.The findings of this study contribute to understanding the effect of water on rock failure from an energy perspective,as well as provide theoretical guidance for rockburst prevention by water in deep tunnels.
基金the Sinopec Ministry of Science and Technology Research Project of Experimental study and application of key parameters for self-sealing evaluation of deep shale(KLP25015)Research on stress in complex tectonic zones and its impact on shale gas enrichment and high yield(P24181)+1 种基金Quantitative characterization technology and application of fluid properties in veins of shale of eastern fault basins(KLP24017)Evolution and differential enrichment mechanism of deep-ultra deep shale gas in southeastern Sichuan(P23132).
文摘Shale gas is an important unconventional resource,and shale reservoirs typically contain both water and gas fluids.Water can occupy the shale gas storage space,reduce the flow capacity of shale gas,and even completely seal off the shale gas.When the shale develops an effective sealing capacity,the water saturation of the shale reaches a threshold value which can be measured using physical simulation experiments.However,limited research has been conducted on the quantitative calculation of critical water saturation.In order to obtain the critical water saturation of shale,this paper proposes a theoretical calculation method to estimate the critical water saturation of shale based on DLvo(Derjaguin-Landau-Verwey-Overbeek)theory.Two shale samples from the Longmaxi Formation in the Sichuan Basin with different total organic carbon(TOC)were selected for gas adsorption experiments to characterize the pore structure of the organic matter and inorganic matter of the shale.Based on the established theoretical and geological models,the critical water film thickness and critical water saturation of pores with different pore sizes were calculated.Taking the boundary conditions into account,the critical water saturation of the two shale samples was ultimately determined.The results showed that inorganic pores occupied 81.0%of the pores of the shale with a ToC of 0.89%,and their dominant pore sizes were dominated by mesopores around 40 nm;inorganic pores occupied 48.7%of the pores of the shale with a TOC of 4.27%,and their dominant pore sizes were dominated by micropores and mesopores around 0-20 nm and 40 nm.As the pore size increased,the corresponding critical water film thickness also increased,and the critical water saturation was normally distributed in the pore size range centered at about 10 nm.The distribution of critical water saturation in inorganic pores with different pore sizes was in the range of about 63%-76%,and the critical water saturation of shale with a TOC of 0.89%and shale with a TOC of 4.27%were calculated to be 41.7%and 32.7%,respectively.The method proposed in this study accurately calculates the critical water saturation of shale and effectively distinguishes the differences critical water saturation between shales with different TOc.Further,shale gas reservoirs can be finely characterized by comparing with the original water saturation of shale layers.This study is of great scientific significance to shale gas exploration and development,and even to the field of cO2 geological storage.
基金supported by the National Natural Science Foundation under Grant 62273189the Shandong Province Natural Science Foundation under Grant ZR2021MF005Systems Science Plus Joint Research Program of Qingdao University under Grant XT2024201 of China supporting this research work.
文摘This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanism is presented to structure the adaptive integral terminal sliding mode control(SMC)strategy.The control design consists of compensation control and nominal control,which improves the rapidity and accuracy of trajectory tracking.The smooth saturation model based on the error function is applied to approximate the voltage saturation phenomenon.Additionally,to deal with the adverse effects of various unknown disturbances,including model parameter uncertainties and unknown external load disturbances,an improved disturbance observer(DO)is proposed.This observer effectively suppresses the fluctuations caused by fixed gain during the starting period of the system.Finally,the experimental results under different conditions show that the proposed strategy has good tracking and disturbance suppression performances.
基金supported in part by the Key National Research Project of China under Grant 2023YFC3707900in part by the National Natural Science Foundation of China under Grant 42204122 and Grant 42072323。
文摘CO_(2) storage capacity is significantly influenced by the saturation levels of reservoir rocks,with underground fluid saturation typically evaluated using resistivity data.The conductive pathways of fluids in various states within rock pores differ,alongside variations in conductive mechanisms.To clarify the conductivity of water in rocks across different states,this study employed a three-pore segment saturation model,which corrected for the additional conductivity of clay by categorizing water into large-pore segment,medium-pore segment,and small-pore segment types.Addressing the heterogeneity of tight sandstone reservoirs,we classified distinct pore structures and inverted Archie equation parameters from NMR logging data using a segmented characterization approach,yielding dynamic Archie parameters that vary with depth.Ultimately,we established an improved saturation parameter method based on joint inversion of NMR and resistivity data,which was validated through laboratory experiments and practical downhole applications.The results indicate that this saturation parameter inversion method has been effectively applied in both settings.Furthermore,we discussed the varying conductive behaviors of fluids in large and medium pore segment under saturated and drained states.Lastly,we proposed a workflow for inverting saturation based on downhole data,providing a robust foundation for CO_(2) storage and predicting underground fluid saturation.
文摘We present an analysis of the color-dipole picture for determination of the gluon density at low-x which is obtained from the Altarelli-Martinelli equation by expansion at distinct points of expansion.The dipole cross-sections with respect to the improved saturation model of Bartels–Golec-Biernat–Kowalski are obtained in a wide range of transverse sizes r and compared with the Golec-Biernat-Ẅu sthoff model.We find that the model gives a good description of the dipole cross-section at large r which confirms saturation and matches the perturbative QCD result at a small r due to the significant role of the running of the gluon distribution.
基金supported by the National Natural Science Foundation of China under Grants 62476138 and 42375016.
文摘Continuous control protocols are extensively utilized in traditional MASs,in which information needs to be transmitted among agents consecutively,therefore resulting in excessive consumption of limited resources.To decrease the control cost,based on ISC,several LFC problems are investigated for second-order MASs without and with time delay,respectively.Firstly,an intermittent sampled controller is designed,and a sufficient and necessary condition is derived,under which state errors between the leader and all the followers approach zero asymptotically.Considering that time delay is inevitable,a new protocol is proposed to deal with the time-delay situation.The error system’s stability is analyzed using the Schur stability theorem,and sufficient and necessary conditions for LFC are obtained,which are closely associated with the coupling gain,the system parameters,and the network structure.Furthermore,for the case where the current position and velocity information are not available,a distributed protocol is designed that depends only on the sampled position information.The sufficient and necessary conditions for LFC are also given.The results show that second-order MASs can achieve the LFC if and only if the system parameters satisfy the inequalities proposed in the paper.Finally,the correctness of the obtained results is verified by numerical simulations.
基金supported by the Key Research and Development Projects in Zhejiang Province(Nos.2023C03127,2024C03114,2024C03108)the Natural Science Foundation of China(Nos.22208300,22078294)+2 种基金the Natural Science Foundation of Zhejiang Province(No.LQ23B060007)the Fundamental Research Funds for the Provincial Universities of Zhejiang(No.RF-A2023004)Zhejiang Provincial Postdoctoral Science Foundation(No.ZJ2023145).
文摘Herein,the association between the dynamic adsorption capacity of toluene and several important characteristic values on activated carbon(AC)samples was investigated by multidimensional linear regression.Among the characteristic values,the carbon tetrachloride(CTC)adsorption value has demonstrated relatively stronger correlation with the toluene adsorption capacity on AC sampleswith diverse sources and forms,particularly in exposure to high-concentration toluene.Notably,the relevance of the toluene adsorption capacity to the CTC value could also be extended to a series of other porous adsorbents,which proved the wide applicability of CTC value in characterizing the adsorption behaviors.Based on these results,a mathematical and visual model was then established to predict the toluene adsorption saturation under different conditions(inlet concentration,adsorption time,initial CTC value,etc.)on diverse AC samples,of which the accuracy has later been verified by experimental data.As such,a fast and accurate estimation of the adsorption behaviors over AC samples,and possibly other porous adsorbents,was realized.
基金supported by the National Natural Science Foundation of China(Grant Nos.12104232 and 12074156).
文摘In recent years,the study of higher-order topological states and their material realizations has become a research frontier in topological condensed matter physics.We demonstrate that twisted bilayer graphene with small twist angles behaves as a second-order topological insulator possessing topological corner charges.Using a tight-binding model,we compute the topological band indices and corner states of finite-sized twisted bilayer graphene flakes.It is found that for any small twist angle,whether commensurate or incommensurate,the gaps both below and above the flat bands are associated with nontrivial topological indices.Our results not only extend the concept of second-order band topology to arbitrary small twist angles but also confirm the existence of corner states at acute-angle corners.
基金Supported by Shantou Science and Technology Project(No.190917155269927)2020 Li Ka Shing Foundation Cross-Disciplinary Research Grant(No.2020LKSFG06B).
文摘AIM:To evaluate retinal hemoglobin oxygen saturation in myopic eyes by scanning laser ophthalmoscope(SLO)and to assess its correlations with different severity of myopia.METHODS:Sixty-one eyes from 61 patients were included and subdivided into three groups according to their refractive errors:high myopia group[20 eyes,spherical equivalent(SE)≤-6 D];low and moderate myopia(22 eyes,-6.0<SE≤-0.5 D);normal(19 eyes,-0.5<SE<+0.5 D).All subjects underwent SLO imaging with dual lasers(532 nm and 633 nm).The oxygen saturations of hemoglobin in arteries(SO_(2)A)and veins(SO_(2)V),and their differences(SO_(2)AV)were estimated from the optical densities of the vessels on the images at the two wavelengths.Pearson’s or Spearman’s rank correlation coefficient were calculated to assess the correlation between retinal hemoglobin oxygen saturation and refractive error/axial length(AL).RESULTS:For the retinal oxygen saturation,the SO_(2)V in high myopia group(73.21%±21.42%)was significantly higher than that in normal group(55.81%±21.69%)and low and moderate myopia group(56.88%±13.83%,P<0.05).The SE was significantly correlated with SO_(2)A(r=-0.30)and SO_(2)V(r=-0.36;P<0.05),and AL was also significantly correlated with SO_(2)A(r=0.27)and SO_(2)V(r=0.30;P<0.05).No significant correlations were found between SO_(2)AV and SE and AL(P>0.05).CONCLUSION:SO_(2)A and SO_(2)V increased in more myopic eye based on SLO measurements.Further studies are warranted to investigate the changes of retinal hemoglobin oxygen saturation in myopia with different methods.
文摘The authors regret that the declaration of Acknowledgement as below is missing in the paper:AcknowledgementWe are grateful to the Department of Biology and Postgraduate Sciences-Biology of the Universidad del Valle,Cali-Colombia for their support of the project;to Wilmar Torres MSc.for his statistical advice;to the biologist Helen Burnham MSc.for the translation of the document;to Isabel Castro and all the members of the Ornithology and Animal Behaviour Laboratory-OYCA of Universidad del Valle for their invaluable support in the field.We sincerely thank the anonymous re-viewers for their invaluable feedback and contributions to our manuscript.
基金supported by the National Natural Science Foundation of China(Grant Nos.12174344 and 12175199)Foundation of Department of Science and Technology of Zhejiang Province(Grant No.2022R52047)。
文摘In this paper,we investigate the phenomena of electromagnetically induced transparency and the generation of second-order sideband in a Laguerre–Gaussian cavity optorotational system with a Kerr nonlinear medium.Using the perturbation method,we analyze the first-and second-order sideband generations in the output field from the system under the actions of a strong control field and a weak probe field.Numerical simulations show that the Kerr nonlinearity can lead to the occurrence of the asymmetric line shape in the transmission of the probe field.Comparing with traditional scheme for generating the second-order sideband,our spectral shape of the second-order sideband is amplified and becomes asymmetric,which has potential applications in precision measurement,high-sensitivity devices,and frequency conversion.
文摘The stabilization problem of second-order bilinear systems with time delay is investigated.Feedback controls are chosen so that the strong and exponential stabilization of the system is ensured.The obtained results are illustrated by wave and beam equations with simulation.
文摘This study discusses the challenges in logging the evaluation of low-resistivity oil reservoirs,especially the difficult problems involving their saturation calculation.A correction method for equivalent water conductivity is proposed,given the high conductivity caused by small amounts of water distributed in a network within the low-resistivity reservoir,which mimics the eff ects of high water saturation.This approach signifi cantly improves the accuracy of hydrocarbon saturation calculations in these low-resistivity reservoirs.The corrected hydrocarbon saturation values highly matched the porosity and are consistent with experimental results.This study also establishes a discrimination process to determine whether corrections are required,verifying the eff ectiveness and accuracy of the method through an application example.
基金supported by the Innovation Fund of China National Petroleum Corporation(2020D-5007-0209).
文摘High saturation pressure reservoirs experience rapid pressure decline during exploitation,leading to significant changes in crude oil phase behavior and a continuous increase in viscosity after degassing,which adversely affects oil recovery.This challenge is particularly acute in tight sandstone reservoirs.To optimize the development strategy for such reservoirs,a series of experiments were conducted using core samples from a high saturation tight sandstone reservoir in the JS oilfield.Gas-dissolved crude oil was prepared by mixing wellhead oil and gas samples,enabling the identification of the critical point where viscosity changes as pressure decreases.Oil-water relative permeability experiments under varying viscosities revealed crude oilmobility trends with declining production pressure.Additionally,physical and numerical simulations of water huff-n-puff processeswere performed,while nuclear magnetic resonance methods explored the effects of soaking time on oil-water imbibition.Key findings include the following optimal parameters for water huff-n-puff:(1)initiating the process when formation pressure is 75%of its original level,(2)a soaking time of 48 h,(3)an injection volume of 0.6 pore volumes per cycle,and(4)a 5 MPa pressure reduction per production stage.Numerical simulations further recommend initiating water injection after one year of depletion,with an optimal cumulative injection volume of 18,000 cubic meters,a soaking time of 10 days,and a producing pressure difference of 5 MPa.
基金Jingzhou Science and Technology Plan Project,Hubei Province(2024HD71)。
文摘Background:The brain,which constitutes merely 2%of total body weight,receives approximately 15%of cardiac output and consumes about 20%of the body's oxygen,rendering it highly susceptible to hypoxia.Short-term oxygen deprivation can lead to irreversible damage.Near-infrared spectroscopy(NIRS),operating within the 650–1100 nm wavelength range,enables non-invasive,continuous monitoring of cerebral tissue oxygen saturation(rSO_(2)).It has been extensively utilised in intensive care units,neurosurgery,cardiovascular surgery,and perioperative anaesthesia management.Recent advancements in domestically produced devices have progressed rapidly;however,variations in wavelength,sensor design,and algorithms across different brands mean that measurement values are not interchangeable.The accuracy and sensitivity of these devices necessitate comprehensive validation.Objective:This study aimed to evaluate the measurement performance of the domestically produced cerebral tissue oxygen saturation monitor(MOC200),determine its consistency and clinical applicability compared to the imported device(INVOS5100C),and investigate physiological factors influencing baseline rSO_(2)values.Method:A total of 222 healthy subjects aged 15 to 90 years were enrolled from January to March 2025.rSO_(2)was measured using both the MOC200 and INVOS5100C devices.Device performance was assessed via correlation analysis,linear regression,Bland-Altman agreement analysis,and difference testing.Results:Measurement values from MOC200 and INVOS5100C demonstrated high consistency,with a correlation coefficient of 0.786.Bland-Altman analysis indicated greater agreement for left hemisphere measurements,while right hemisphere and mean values exhibited relatively lower consistency.Age,gender,and haemoglobin levels are the primary factors influencing baseline rSO_(2)values,with haemoglobin showing a positive correlation,whereas increasing age and female gender are associated with lower rSO_(2)levels.Conclusion:The domestically developed MOC200 cerebral tissue oxygen saturation monitor reliably reflects cerebral oxygenation in healthy individuals,exhibiting accuracy and stability comparable to the imported device and demonstrating good measurement consistency.Age,sex,and haemoglobin are key physiological factors influencing baseline rSO_(2)in this population.
基金supported by the National Research Foundation Singapore under its AI Singapore Programme(Award Number:[AISG2-GC-2023-007]).
文摘This paper addresses the tracking control problem of a class of multiple-input–multiple-output nonlinear systems subject to actuator faults.Achieving a balance between input saturation and performance constraints,rather than conducting isolated analyses,especially in the presence of frequently encountered unknown actuator faults,becomes an interesting yet challenging problem.First,to enhance the tracking performance,Tunnel Prescribed Performance(TPP)is proposed to provide narrow tunnel-shape constraints instead of the common over-relaxed trumpet-shape performance constraints.A pair of non-negative signals produced by an auxiliary system is then integrated into TPP,resulting in Saturation-tolerant Prescribed Performance(SPP)with flexible performance boundaries that account for input saturation situations.Namely,SPP can appropriately relax TPP when needed and decrease the conservatism of control design.With the help of SPP,our developed Saturation-tolerant Prescribed Control(SPC)guarantees finite-time convergence while satisfying both input saturation and performance constraints,even under serious actuator faults.Simulations are conducted to illustrate the effectiveness of the proposed SPC.
