Robust Information Hiding Based on Neural Style Transfer with Artificial Intelligence

This paper proposes an artificial intelligence-based robust information hiding algorithm to address the issue of confidential information being susceptible to noise attacks during transmission.The algorithm we designed aims to mitigate the impact of various noise attacks on the integrity of secret information during transmission.The method we propose involves encoding secret images into stylized encrypted images and applies adversarial transfer to both the style and content features of the original and embedded data.This process effectively enhances the concealment and imperceptibility of confidential information,thereby improving the security of such information during transmission and reducing security risks.Furthermore,we have designed a specialized attack layer to simulate real-world attacks and common noise scenarios encountered in practical environments.Through adversarial training,the algorithm is strengthened to enhance its resilience against attacks and overall robustness,ensuring better protection against potential threats.Experimental results demonstrate that our proposed algorithm successfully enhances the concealment and unknowability of secret information while maintaining embedding capacity.Additionally,it ensures the quality and fidelity of the stego image.The method we propose not only improves the security and robustness of information hiding technology but also holds practical application value in protecting sensitive data and ensuring the invisibility of confidential information.

基于历史文化遗产保护与利用的城市设计方法初探——以西安火车站改扩建及周边配套工程为例

在我国的城市建设过程中,很多历史文化名城都经历着大规模的城市更新和改造,其中旧城改造和历史文化保护之间形成了一对显要矛盾,所以城市的历史文化保护已经成为城市更新中的关键课题。本文以西安城市更新的大背景为研究基础,结合西安火车站及周边地区更新改造的项目实践,分析阐述以历史文化遗产保护与利用为目标的城市设计相关方法。

聚四氟乙烯膜的亲水改性研究进展及应用

水资源短缺和水污染是当今世界最严重的资源环境问题之一。在众多水处理技术中,膜分离作为一种高效且环保的分离方法得到了广泛的发展。聚四氟乙烯(PTFE)材料具有耐化学腐蚀性、抗老化耐力和高热稳定性等特点,是膜分离技术中绝佳的分离材料。但PTFE膜的强疏水性限制了其在废水处理中的实际应用。文中重点介绍了PTFE材料的亲水改性方法并将其归纳为2种改性机制,综述了亲水改性PTFE膜在废水处理领域的应用进展,最后对其未来的研究方向作出了展望。

Conversion therapy in liver transplantation for hepatocellular carcinoma:What's new in the era of molecular and immune therapy?

Background:Hepatocellular carcinoma(HCC)is the sixth most common cancer globally,with limited therapies and unsatisfactory prognosis once in the advanced stages.With promising advances in locoregional and systematic treatments,fast development of targeted drugs,the success of immunotherapy,as well as the emergence of the therapeutic alliance,conversion therapy has recently become more well developed and an effective therapeutic strategy.This article aimed to review recent developments in conversion therapy in liver transplantation(LT)for HCC.Data sources:We searched for relevant publications on Pub Med before September 2022,using the terms“HCC”,“liver transplantation”,“downstaging”,“bridging treatment”and“conversion therapy.”Results:Conversion therapy was frequently represented as a combination of multiple treatment modalities to downstage HCC and make patients eligible for LT.Although combining various local and systematic treatments in conversion therapy is still controversial,growing evidence has suggested that multimodal combined treatment strategies downstage HCC in a shorter time,which ultimately increases the opportunities for LT.Moreover,the recent breakthrough of immunotherapy and targeted therapy for HCC also benefit patients with advanced-stage tumors.Conclusions:In the era of targeted therapy and immunotherapy,applying the thinking of transplant oncology to benefit HCC patients receiving LT is a new topic that has shed light on advanced-stage patients.With the expansion of conversion therapy concepts,further investigation and research is required to realize the full potential of conversion treatment strategies,including accurately selecting candidates,determining the timing of surgery,improving the conversion rate,and guaranteeing the safety and long-term efficacy of treatment.

Structure-catalytic functionality of size-facet-performance in pentlandite nanoparticles

As one of the pentlandites,Fe5Ni4S8(FNS) based materials have attracted increasing attention due to their excellent catalytic properties and promising applicability.The control over the catalyst surface structure often benefits its heterogeneous catalytic activity.However,this has not been investigated for FNS materials at the nanoscale regarding the catalytic activity related to high-index facets.Herein,FNS nanoparticles(FNSNPs) with enclosed continuous tunable high-index facets were prepared and studied to clarify the relationship between the structure and catalytic functionality.The results suggested strong dependence between exposed facets of FNSNPs and their sizes.The decline in the average size to5.8 nm led to enclosing by high-index facets(422) and(511) to yield optimal electrocatalytic activities toward the hydrogen evolution reaction.The catalytic activity of FNSNPs was closely related to the surface energy of the main exposed facets.These findings clarified the relationship between high-index-facet and high-surface-energy FNSNPs,as promising approaches in crystal surface control engineering.

Circular RNA expression and the competitive endogenous RNA network in pathological,age-related macular degeneration events:A cross-platform normalization study

Age-related macular degeneration(AMD)causes irreversible blindness in people aged over 50 worldwide.The dysfunction of the retinal pigment epithelium is the primary cause of atrophic AMD.In the current study,we used the ComBat and Training Distribution Matching method to integrate data obtained from the Gene Expression Omnibus database.We analyzed the integrated sequencing data by the Gene Set Enrichment Analysis.Peroxisome and tumor necrosis factor-α(TNF-α)signaling and nuclear factor kappa B(NF-κB)were among the top 10 pathways,and thus we selected them to construct AMD cell models to identify differentially expressed circular RNAs(circRNAs).We then constructed a competing endogenous RNA network,which is related to differentially expressed circRNAs.This network included seven circRNAs,15 microRNAs,and 82 mRNAs.The Kyoto Encyclopedia of Genes and Genomes analysis of mRNAs in this network showed that the hypoxia-inducible factor-1(HIF-1)signaling pathway was a common downstream event.The results of the current study may provide insights into the pathological processes of atrophic AMD.

Enhanced reconstruction of Fe_(5)Ni_(4)S_(8) by implanting pyrrolidone to unlock efficient oxygen evolution

During oxygen evolution reaction(OER),complex changes have been reported on surfaces of bimetallic Fe-Ni-based catalysts,and regulating the dynamic evolution could improve their electrocatalytic performances.Herein,a pyrrolidone-promoted reconstruction of pentlandite was investigated to uncover the correlation between the reconstructed surface and the OER performance.The theoretical calculations indicated the preferential implantation of pyrrolidone at Fe atoms,useful for regulating the electronic structures of pentlandite.The vale nce state of Ni increased,suggesting the promotion of the in-situ reconstruction of pentlandite via strengthening hydroxyl adsorption to generate highly active NiOOH.The electron-rich pentlandite was also found conducive to charge transfer under applied voltages.The Operando Raman and various quasi-in-situ characterizations confirmed the realization of more delocalized electronic structures of pentlandite by introducing pyrrolidone.This,in turn,promoted the accumulation of hydroxyl groups on the pentlandite surface,thereby boosting the formation of highly active NiOOH at lower OER potentials.Consequently,the adsorption energies of intermediates were optimized,conducive to enhanced OER reaction kinetics.As a proof of concept,the pentlandite decorated by pyrrolidone exhibited an overpotential as low as 265 mV at 10 mA cm^(-2) coupled with stable catalysis for 1000 hours at a high current density of 100 mA cm^(-2).In sum,new insights into unlocking the high catalytic activity of bimetallic Fe-Ni-based catalysts were provided,promising for future synthesis of advanced catalysts.

Catheter ablation versus medical therapy for atrial fibrillation with prior stroke history:a prospective propensity score-matched cohort study

BACKGROUND Patients with atrial fibrillation(AF)and prior stroke history have a high risk of cardiovascular events despite anticoagulation therapy.It is unclear whether catheter ablation(CA)has further benefits in these patients.METHODS AF patients with a previous history of stroke or systemic embolism(SE)from the prospective Chinese Atrial Fibrillation Registry study between August 2011 and December 2020 were included in the analysis.Patients were matched in a 1:1 ratio to CA or medical treatment(MT)based on propensity score.The primary outcome was a composite of all-cause death or ischemic stroke(IS)/SE.RESULTS During a total of 4.1±2.3 years of follow-up,the primary outcome occurred in 111 patients in the CA group(3.3 per 100 person-years)and in 229 patients in the MT group(5.7 per 100 person-years).The CA group had a lower risk of the primary outcome compared to the MT group[hazard ratio(HR)=0.59,95%CI:0.47–0.74,P<0.001].There was a significant decreasing risk of all-cause mortality(HR=0.43,95%CI:0.31–0.61,P<0.001),IS/SE(HR=0.73,95%CI:0.54–0.97,P=0.033),cardiovascular mortality(HR=0.32,95%CI:0.19–0.54,P<0.001)and AF recurrence(HR=0.33,95%CI:0.30–0.37,P<0.001)in the CA group compared to that in the MT group.Sensitivity analysis generated consistent results when adjusting for time-dependent usage of anticoagulants.CONCLUSIONS In AF patients with a prior stroke history,CA was associated with a lower combined risk of all-cause death or IS/SE.Further clinical trials are warranted to confirm the benefits of CA in these patients.

Rhyscotus subrisus Li&Jiang,sp.nov.,representing a new record family Rhyscotidae from China(Isopoda:Oniscidea)

The family Rhyscotidae Budde-Lund,1904 contains two genera:Rhyscotoides Schmalfuss&Ferrara,1978 and Rhyscotus Budde-Lund,1885.To date,twenty-one species within the family are known,occurring in the subtropic and tropic regions(Schmalfuss,2003;Schmidt,2003;Boyko et al.,2022).The members of the family can be recognized by the cephalon with a strongly inflated frons,the antennae with two-jointed flagellum,the maxillae are almost semicircular,the maxillipeds have short palpus and endite,and pleopod exopodites without pseudotracheae(Schmalfuss&Ferrara,1978).Before this study,the members of Rhyscotidae were unknown in China.The present research describes a new species of the genus Rhyscotus from Hainan Island,representing a new record of the family Rhyscotidae from China.

“碳中和-新乡村”视角下广东乡村分布式光伏构建模式探索

我国作为碳排放大国,要实现碳达峰、碳中和的目标,乡村的低碳化发展将起到关键作用。随着乡村振兴战略的推进,乡村发展高碳排放加剧,同时亦展现了生态系统碳汇资源与新能源发展的空间资源优势。碳中和与乡村振兴两大国家战略具有紧密的内在关联,应构建“碳中和-新乡村”战略耦合机制,推动城市资本、人才、技术与乡村的丰富的生态碳汇资源、广袤的空间资源的良性互动,开辟城乡资本、资源流动的新途径。基于新的视角,依托广东省太阳能资源丰富,存量农房数量巨大的资源特性,探索了建设“乡村分布式光伏”的技术体系、实施路径及运营模式。最后从乡村新能源发展延展到对乡村绿色发展新模式——“碳中和新乡村”的思考。

论证体篇章结构的形式化描述

随着词语、句子等语言单位的语义表示和自动理解研究的逐渐深入,篇章一级的语义表示和自动分析理解也开始成为研究的焦点。由于篇章语义分析与篇章组织结构密切相关,自动准确地获取篇章的组织结构,有助于实现篇章级语义的自动分析。文章为实现论证体篇章组织结构的自动分析,在前人研究工作基础上,以中文论证体篇章为研究对象,研究论证体篇章组织结构的形式化描述方法,提出了论证体篇章中的基本论证结构EAS、递归论证结构RAS等重要概念,同时提出了一种层次结构的数字表示方法,并用实例分析方法来进一步解析如何对论证体篇章进行形式化。该研究工作为论证体篇章的层次结构分析和文本结构树的生成提供了理论依据,也为计算机存储和重构文本的层次结构奠定了基础。

Interval arithmetic operations for uncertainty analysis with correlated interval variables

A new interval arithmetic method is proposed to solve interval functions with correlated intervals through which the overestimation problem existing in interval analysis could be significantly alleviated. The correlation between interval parameters is defined by the multidimensional parallelepiped model which is convenient to describe the correlative and independent interval variables in a unified framework. The original interval variables with correlation are transformed into the standard space without correlation,and then the relationship between the original variables and the standard interval variables is obtained. The expressions of four basic interval arithmetic operations, namely addition, subtraction, multiplication, and division, are given in the standard space. Finally, several numerical examples and a two-step bar are used to demonstrate the effectiveness of the proposed method.

Forming condition and control strategy of ferrite decarburization in 60Si2MnA spring steel wires for automotive suspensions

The ferrite decarburization behavior of 60Si2MnA spring steel wires for automotive suspensions, including the forming condition and the influence of heating time and cooling rate after hot rolling, was investigated comprehensively. Also, a control strategy during the reheating process and cooling process after rolling was put forward to protect against ferrite decarburization. The results show that ferrite decarburization, which has the strong temperature dependence due to phase transformation, is produced between 675 and 875°C. The maximum depth is found at 750°C. Heating time and cooling rate after rolling have an important influence on decarburization. Reasonable preheating temperature in the billet reheating process and austenitizing temperature in the heat-treatment process are suggested to protect against ferrite decarburization.

Effect of peroxisome proliferator-activated receptor gamma agonist on heart of rabbits with acute myocardial ischemia/reperfusion injury

Objective:To explore protective effect of rosiglitazone on myocardial ischemia reperfusion injury.Methods:A total of 48 male SD rats were randomly divided into control group(A),I/R group(B),high dose of rosiglitazone(C),low dose of rosiglitazone(D).Plasm concentration of creatine kinase(CK),CK-MB,hsCRP,Superoxide dismutase(SOD),malondialdehyde(MDA),glutathione peroxidase(GSH-Px),nitric oxide(NO)and endothelin(ET)were measured 1 h later after I/R.24 h after I/R hearts were harvested to observe pathological and ultrastructural changes.Immunohistochemistry and western blotting was used to test CD40 expression in myocardial tissue.Area of myocardial infarction were tested,arrhythmia rate during I/R was recorded.Results:Plasm concentration of creatine kinase(CK),CK-MB,hsCRP,NO,MDA and ET were decreased in group C,D compared with group B.Plasm concentration of T-SOD and GSHPx was increased significantly in group C,D compared with group B.Compared with group B,pathological and ultrastructural changes in group C,D were slightly.Myocardial infarction area and arrhythmia rate were lower in group C,D compare with group B.Conclusions:Rosiglitazone can protect myocardium from I/R injury by enhancing T-SOD and GSH-Px concentration,inhibit inflammatory reaction,improve endothelial function,reduce oxidative stress and calcium overload.

Improved Differential Evolution with Shrinking Space Technique for Constrained Optimization

Most of the current evolutionary algorithms for constrained optimization algorithm are low computational efficiency. In order to improve efficiency, an improved differential evolution with shrinking space technique and adaptive trade-off model, named ATMDE, is proposed to solve constrained optimization problems. The proposed ATMDE algorithm employs an improved differential evolution as the search optimizer to generate new offspring individuals into evolutionary population. For the constraints, the adaptive trade-off model as one of the most important constraint-handling techniques is employed to select better individuals to retain into the next population,which could effectively handle multiple constraints. Then the shrinking space technique is designed to shrink the search region according to feedback information in order to improve computational efficiency without losing accuracy.The improved DE algorithm introduces three different mutant strategies to generate different offspring into evolutionary population. Moreover, a new mutant strategy called ‘‘DE/rand/best/1'' is constructed to generate new individuals according to the feasibility proportion of current population. Finally, the effectiveness of the proposed method is verified by a suite of benchmark functions and practical engineering problems. This research presents a constrained evolutionary algorithm with high efficiency and accuracy for constrained optimization problems.

Role of calbindin-D28K in estrogen treatment for Parkinson’s disease

Studies have shown that estrogen has neuroprotective effects on the nigrostriatal system.The present study established a Parkinson's disease model in C57BL/6 mice by intraperitoneal injection of 1-methyl-4-phenyl-1,2,3,6-tetrapyridine.The mice were subjected to 17β estradiol injection into the lateral ventricle.Immunofluorescence double staining showed that estrogen increased tyrosine hydroxylase and calbindin-D28K expression and co-expression in dopaminergic neurons of midbrain substantia nigra pars compacta of model mice.Behavior experiments showed that estrogen improved swimming and hanging behaviors in this mouse model of Parkinson's disease.

高原地区湍流对风电机组的影响研究

本文从湍流的概念、湍流的特征以及产生的原因入手,研究探索高原地区湍流对风电机组的影响以及防范措施。研究湍流对风电机组的影响,从湍流对风电机组的选型、发电能力、偏航系统、机组载荷这几个方面展开分析,基本上包括了湍流所有对风电机组的影响作用,并分别阐述了湍流对风电机组的各个影响作用以及作用原理。通过分析研究得出风电场湍流强度是需要提前测定的,并需要在风电机组载荷设计和风电场选址过程中重点考虑,以保障风电机组安全稳定运行。

Assessing the vulnerability of ecosystems to climate change based on climate exposure, vegetation stability and productivity

Background: Global warming has brought many negative impacts on terrestrial ecosystems, which makes the vulnerability of ecosystems one of the hot issues in current ecological research. Here, we proposed an assessment method based on the IPCC definition of vulnerability. The exposure to future climate was characterized using a moisture index(MI) that integrates the effects of temperature and precipitation. Vegetation stability, defined as the proportion of intact natural vegetation that remains unchanged under changing climate, was used together with vegetation productivity trend to represent the sensitivity and adaptability of ecosystems. Using this method, we evaluated the vulnerability of ecosystems in Southwestern China under two future representative concentration pathways(RCP 4.5 and RCP 8.5) with MC2 dynamic global vegetation model.Results:(1) Future(2017–2100) climate change will leave 7.4%(under RCP 4.5) and 57.4% of(under RCP 8.5) of areas under high or very high vulnerable climate exposure;(2) in terms of vegetation stability, nearly 45% of the study area will show high or very high vulnerability under both RCPs. Beside the impacts of human disturbance on natural vegetation coverage(vegetation intactness), climate change will cause obvious latitudinal movements in vegetation distribution, but the direction of movements under two RCPs were opposite due to the difference in water availability;(3) vegetation productivity in most areas will generally increase and remain a low vulnerability in the future;(4) an assessment based on the above three aspects together indicated that future climate change will generally have an adverse impact on all ecosystems in Southwestern China, with non-vulnerable areas account for only about 3% of the study area under both RCPs. However, compared with RCP 4.5, the areas with mid-and highvulnerability under RCP 8.5 scenario increased by 13% and 16%, respectively.Conclusion: Analyses of future climate exposure and projected vegetation distribution indicate widespread vulnerability of ecosystems in Southwestern China, while vegetation productivity in most areas will show an increasing trend to the end of twenty-first century. Based on new climate indicators and improved vulnerability assessment rules, our method provides an extra option for a more comprehensive evaluation of ecosystem vulnerability, and should be further tested at larger spatial scales in order to provide references for regional, or even global, ecosystem conservation works.

Catheter ablation for atrial fibrillation is associated with reduced risk of mortality in the elderly:a prospective cohort study and propensity score analysis

Background It is unclear whether catheter ablation(CA)for atrial fibrillation(AF)affects the long-term prognosis in the elderly.This study aims to evaluate the relationship between CA and long-term outcomes in elderly patients with AF.Methods Patients more than 75 years old with non-valvular AF were prospectively enrolled between August 2011 and December 2017 in the Chinese Atrial Fibrillation Registry Study.Participants who underwent CA at baseline were propensity score matched(1:1)with those who did not receive CA.The outcome events included all-cause mortality,cardiovascular mortality,stroke/transient ischemic attack(TIA),and cardiovascular hospitalization.Results Overall,this cohort included 571 ablated patients and 571 non-ablated patients with similar characteristics on 18 dimensions.During a mean follow-up of 39.75±19.98 months(minimum six months),24 patients died in the ablation group,compared with 60 deaths in the non-ablation group[hazard ratio(HR)=0.49,95%confidence interval(CI):0.30-0.79,P=0.0024].Besides,6 ablated and 29 non-ablated subjects died of cardiovascular disease(HR=0.25,95%CI:0.11-0.61,P=0.0022).A total of 27 ablated and 40 non-ablated patients suffered stroke/TIA(HR=0.79,95%CI:0.48-1.28,P=0.3431).In addition,140 ablated and 194 non-ablated participants suffered cardiovascular hospitalization(HR=0.84,95%CI:0.67-1.04,P=0.1084).Subgroup analyses according to gender,type of AF,time since onset of AF,and anticoagulants exposure in initiation did not show significant heterogeneity.Conclusions In elderly patients with AF,CA may be associated with a lower incidence of all-cause and cardiovascular mortality.

Chronic kidney disease and risks of adverse clinical events in patients with atrial fibrillation

BACKGROUND Chronic kidney disease(CKD)is highly prevalent in patients with atrial fibrillation(AF).However,the asso-ciation between CKD and clinical consequences in AF patients is still under debate.METHODS We included 19,079 nonvalvular AF patients with available estimated glomerular filtration rate(eGFR)values in the Chinese Atrial Fibrillation Registry from 2011 to 2018.Patients were classified into no CKD(eGFR≥90 mL/min per 1.73 m2),mild CKD(60≤eGFR<90 mL/min per 1.73 m2),moderate CKD(30≤eGFR<60 mL/min per 1.73 m2),and severe CKD(eGFR<30 mL/min per 1.73 m2)groups.The risks of thromboembolism,major bleeding,and cardiovascular mortality were estimated with Fine-Gray regression analysis according to CKD status.Cox regression was performed to assess the risk of all-cause mortal-ity associated with CKD.RESULTS Over a mean follow-up of 4.1±1.9 years,there were 985 thromboembolic events,414 major bleeding events,956 car-diovascular deaths,and 1,786 all-cause deaths.After multivariate adjustment,CKD was not an independent risk factor of throm-boembolic events.As compared to patients with no CKD,those with mild CKD,moderate CKD,and severe CKD had a 45%,47%,and 133%higher risk of major bleeding,respectively.There was a graded increased risk of cardiovascular mortality associated with CKD status compared with no CKD group:adjusted hazard ratio[HR]was 1.34(95%CI:1.07−1.68,P=0.011)for mild CKD group,2.17(95%CI:1.67−2.81,P<0.0001)for moderate CKD group,and 2.95(95%CI:1.97−4.41,P<0.0001)for severe CKD group,respectively.Risk of all-cause mortality also increased among patients with moderate or severe CKD.CONCLUSIONS CKD status was independently associated with progressively higher risks of major bleeding and mortality,but didn’t seem to be an independent predictor of thromboembolism in AF patients.