科研成果

2023
Xu Y, Chu X, Yang K, Wang Z, Zou P, Ding H, Zhao J, Wang Y, Xie B. Seqcare: Sequential training with external medical knowledge graph for diagnosis prediction in healthcare data, in Proceedings of the ACM Web Conference 2023.; 2023:2819–2830.
Zhang T, Li D, East AE, Kettner AJ, Best J, Ni J, Lu X. Shifted sediment-transport regimes by climate change and amplified hydrological variability in cryosphere-fed rivers. Science Advances [Internet]. 2023;9(45):eadi5019. 访问链接Abstract
Climate change affects cryosphere-fed rivers and alters seasonal sediment dynamics, affecting cyclical fluvial material supply and year-round water-food-energy provisions to downstream communities. Here, we demonstrate seasonal sediment-transport regime shifts from the 1960s to 2000s in four cryosphere-fed rivers characterized by glacial, nival, pluvial, and mixed regimes, respectively. Spring sees a shift toward pluvial-dominated sediment transport due to less snowmelt and more erosive rainfall. Summer is characterized by intensified glacier meltwater pulses and pluvial events that exceptionally increase sediment fluxes. Our study highlights that the increases in hydroclimatic extremes and cryosphere degradation lead to amplified variability in fluvial fluxes and higher summer sediment peaks, which can threaten downstream river infrastructure safety and ecosystems and worsen glacial/pluvial floods. We further offer a monthly-scale sediment-availability-transport model that can reproduce such regime shifts and thus help facilitate sustainable reservoir operation and river management in wider cryospheric regions under future climate and hydrological change. Intensified glacier melt and discharge pulses remarkably increase summer sediment fluxes and threaten social-ecological systems.
Zhang T, Li D EAEKAJBNLJJX. Shifted sediment-transport regimes by climate change and amplified hydrological variability in cryosphere-fed rivers. Science Advances [Internet] [Internet]. 2023;9(45). 访问链接
Zhao GL; JY; YY; S. The short- and long-run effects of medical malpractice lawsuits on medical spending and hospital operations in China. Journal of Comparative Economics [Internet]. 2023. 访问链接Abstract
China is experiencing a surge in medical malpractice lawsuits. Using administrative hospital panel data, this paper investigates both short- and long-run impacts of medical malpractice lawsuits on patient medical spending and hospital operations. We find that after the occurrence of an additional malpractice lawsuit in a hospital, total medical spending per patient visit increases by 2.8% in the current year and by as much as 8.8% in the long run. This increase is mainly driven by spending on prescription drugs and diagnostic tests. In response, hospitals invest more in medical devices and procure more drugs. We find little evidence of changes in patient outcomes. Our findings show that the surge of medical malpractice lawsuits leads to defensive medicine and fuels the secular growth of medical spending in China.
Shang DJ, Hu M*. Significant effects of transport on nanoparticles during new particle formation events in the atmosphere of Beijing. PARTICUOLOGY [Internet]. 2023;80:1-10. 访问链接
Dong K, Li J, Zhang T, Gu F, Cai Y, Gupta N, Tang K, Javey A, Yao J, Wu J. Single-pixel reconstructive mid-infrared micro-spectrometer. Opt. Express [Internet]. 2023;31:14367–14376. 访问链接Abstract
Miniaturized spectrometers in the mid-infrared (MIR) are critical in developing next-generation portable electronics for advanced sensing and analysis. The bulky gratings or detector/filter arrays in conventional micro-spectrometers set a physical limitation to their miniaturization. In this work, we demonstrate a single-pixel MIR micro-spectrometer that reconstructs the sample transmission spectrum by a spectrally dispersed light source instead of spatially grated light beams. The spectrally tunable MIR light source is realized based on the thermal emissivity engineered via the metal-insulator phase transition of vanadium dioxide (VO2). We validate the performance by showing that the transmission spectrum of a magnesium fluoride (MgF2) sample can be computationally reconstructed from sensor responses at varied light source temperatures. With potentially minimum footprint due to the array-free design, our work opens the possibility where compact MIR spectrometers are integrated into portable electronic systems for versatile applications.
Wu C-Y. Sinope's Changing Eras: An Adaptive Perspective., in Celtic Conference in Classics, Panel “Manipulating Time in Roman Culture”. Coimbra, Portugal; 2023.Abstract
The era was a form of "uninterrupted, irreversible, paratactic, cumulative, endless, and directional" time-reckoning concept (Kosmin 2018: 22) widely adopted in the Roman Greek East: there were provincial eras counting from the foundation of a province, as well as more customised epochs such as the 'Freiheitsära' of Amisos (Leschhorn 1993: 463-465), and the 'Kolonieära' of Sinope (Leschhorn 1993: 150-154). Curiously, Roman Sinope began with the colonial epoch of 45 BCE, but turned to a Lucullan epoch of 70 BCE in the Severan period (Kubitschek 1908: 67-72; Grant 1946: 12, 251; Leschhorn 1993: 151-162). Leschhorn suggested reasons for the switch, including internal rivalry and 'Gräzisierung' (Leschhorn 1993: 162). This paper explores the Graecisation hypothesis by first asking: why the Lucullan era? What was there to gain from the switch? Viewed from historical context, the Lucullan era happened to have been the time-reckoning method of Amastris, a well-developed regional hub in the second to third centuries CE (Marek 1993: 97-100; Brenier 2007), including contributions to several koina in Asia Minor. This paper suggests that Amastrian development may have influenced Sinopean institutions. Syncing time may be one way to maintain relations with a maritime hub with deep historical associations.  A second question this paper asks is how "Graecising" was the adoption of the Lucullan era. The Hellenistic amphora handles produced at Sinope stamped with the Seleucid era suggest that the use of this chronographic method predated the second century BCE (Saprykin & Fedoseev 1999: 135-143; Fedoseev 2019: 16-17). Instead of Caesarian colonists adopting a Hellenising time-reckoning, it may be that the Sinopean establishment modified (or revived) its epoch to mark both the new 'colonial' form of the Sinopean polity and the continuity of pre-colonial institutions (Magie 1950: 1267 n. 33; cf. Strab. 12.3.11 C54). In short, Sinope's changing eras may be viewed from an adaptive point of view.
Gu J. Social discrimination and college enrollment: findings from the China family panel studies Ming X. Asia Pacific Education Review [Internet]. 2023;24:57–69. 访问链接Abstract
Utilizing survey data from the 2010, 2014, and 2016 China family panel studies, this study examined the relationship between the social discrimination experienced at high school and college enrollment. It was found that administrative discrimination, such as unfair treatment from government cadres or arbitrary fee collection, negatively affected college enrollment, while gender discrimination encouraged high school students to pursue higher education, and college enrollment reduced the likelihood of social discrimination. Therefore, social-psychological factors should not be ignored in higher education demand studies. In particular, as high school student responses to social discrimination can affect their motivation to pursue higher education, stress and coping theory could have important theoretical value when studying the decision-making behaviors and patterns of high school student higher education aspirations.
Yan P. Social theory and the internet in everyday life. In: Research Handbook on Digital Sociology. Edward Elgar publishing; 2023. 访问链接Abstract
Both developed and developing countries have seen a proliferation of information and communication technologies (ICTs) in recent years. As digital transformation has influenced almost every aspect of everyday life, including interpersonal communication, information seeking and sharing, e-commerce, and entertainment, the dichotomy between online and offline has become less distinct compared to the early years of internet development. These routine practices on the internet, nevertheless, are fundamental to understanding the impact of digital technologies on society. It is, therefore, important for social scientists to theorise and scrutinise how the internet has influenced the routine and mundane lives. To date, social scientists from multiple disciplines, including sociology, political science, communication and information science, have studied how the internet has influenced the society and economy. These include the roles of the internet in establishing and maintaining social networks, mobilising social movements, and revolutionising labour markets. However, little research has addressed the impact of the internet in the everyday lives of its users. In this chapter, I will start with reviewing theoretical frameworks from different fields that focus on the impact of the internet on daily practices, to understand the profound influence of digital technologies in everyday contexts. In particular, I will discuss how the study of everyday life information seeking (information science), domestication theory (communication science), and digital divides (sociology) contribute to the theorisation of daily uses of the internet. I will summarise empirical studies that apply these theoretical frameworks in exploring the adoption and use of ICTs in daily practices. The overview and reflection of theories and empirical studies across different social science fields will provide a comprehensive picture of the role of the internet on everyday lives, as well as point out future directions for the study of the embeddedness of the internet in people’s daily lives.
Tombesi G, Zuckerman J, Mantovani P, Giri D, dos Santos MC, Jia T, Brooks D, Wei G-Y, Carloni LP. SoCProbe: Compositional post-silicon validation of heterogeneous NoC-based SoCs (Best-Paper Award), in International Symposium on Networks‑on‑Chip (NOCS).; 2023.
Yuan Z, Wu D, Wu X, Qu T. Sound event localization and detection based on iterative separation in embedding space, in 2023 6th International Conference on Information Communication and Signal Processing (ICICSP). Xian, China; 2023:455-459.
Ji Z, Xie J, Zhang G-R. Space spanned by characteristic exponents. [Internet]. 2023. pdf
Luo A, Xu X, Liu Y, Li Y, Su X, Li Y, Lyu T, Dimitrov D, Larjavaara M, Peng S, et al. Spatio-temporal patterns in the woodiness of flowering plants. GlobalEcology and BiogeographyGlobal Ecology and Biogeography. 2023;32:384-396.Abstract
Abstract Aim Woody and herbaceous habits represent one of the most distinct contrasts among angiosperms, and the proportion of woody species in floras (i.e., “woodiness” hereafter) represents a fundamental structural element of plant diversity. Despite its core influence on ecosystem processes, spatio-temporal patterns in woodiness remain poorly understood. Here, we aim to demonstrate the global spatio-temporal patterns in angiosperm woodiness and their relationship with environmental factors. Location Global. Time period Cenozoic, 66 Ma to present. Major taxa studied Angiosperms. Methods Using newly compiled data on the growth forms and distributions of c. 300,000 angiosperm species and an angiosperm phylogeny, we mapped the current global geographical patterns in angiosperm woodiness, reconstructed ancestral states of growth forms through the angiosperm phylogeny and demonstrated the Cenozoic evolutionary dynamics of woodiness. We evaluated the relationships between woodiness and current climate and palaeoclimate. Results We found that c. 42.7% of angiosperms are woody. Woodiness decreased spatially from the equator towards high latitudes, temporally since the early Cenozoic. Temperature was the best predictor of the spatio-temporal decline in woodiness and was positively correlated with woodiness. Despite the temporal decline in woodiness, macroevolutionary herbaceous-to-woody transitions increased through time and contributed to the evolution of woody floras in temperate drylands, whereas the opposite transitions decreased through time and contributed to herbaceous floras in tropical and subtropical drylands. Main conclusions Our study improves understanding of the spatio-temporal dynamics of angiosperm woodiness. Our findings suggest that temperature is likely to be a determinant of spatio-temporal variations in woodiness, highlighting the role of temperature in maintaining the growth form composition of ecosystems. Our study also calls for attention to growth form transitions (e.g., secondary woodiness) in temperate drylands that have been neglected before.
Wei X, Xiao X, Zhou Y, Zhou Y. Spillover Effects between Liquidity Risks through Endogenous Debt Maturity. Journal of Financial Markets [Internet]. 2023;64:100814. 访问链接Abstract
We construct a model of debt maturity structure and show how a firm trades off between the costs of market liquidity risk and rollover risk. On one hand, the issuance of long-term debt reduces market liquidity because it increases the supply in the secondary debt market, which increases the cost the firm bears for long-term debt (i.e., the cost of market liquidity risk). On the other hand, the use of short-term debt increases the likelihood of early liquidation, which raises the cost of short-term debt for the firm (i.e., the cost of rollover risk). We show that market liquidity risk and rollover risk the firm is exposed to are connected through endogenously determined debt maturity structure. An exogenous shock (e.g., shrinkage of market depth or an increase in risk-free interest rate) that directly increases one type of liquidity risk would induce the firm to alter debt maturity structure and partially offset the impact of the shock by raising its exposure to the other type of risk (i.e., spillover effects exist). We also show that the spillover from market liquidity risk (rollover risk) to rollover risk (market liquidity risk) is more (less) pronounced during economic recessions or in the case of competitive firms.
Chong M-Z, He Y, Zhao J, Zhang Y-Y, Zhang Z-K, Zhang C-Q, Du C-H, Zang* X, Liu* P-K. Spin-decoupled excitation and wavefront shaping of structured surface waves via on-chip terahertz metasurfaces. Nanoscale. 2023;15:4515.
Li Q, Han Y, Huang D, Zhou J, Che H, Zhang L, Lu K, Yang F, Chen Y. Springtime reactive volatile organic compounds (VOCs) and impacts on ozone in urban areas of Yunnan-Guizhou plateau, China: A PTR-TOF-MS study. Atmospheric Environment [Internet]. 2023;307:119800. 访问链接Abstract
Field observations of reactive volatile organic compounds (VOCs) were carried out in Kunming, the largest city on the Yunnan-Guizhou Plateau. Proton transfer reaction-time-of-flight mass spectrometry (PTR-TOF-MS) was used to conduct a 40-day online observation. VOCs were characterized, including concentrations, diurnal variations, ozone generation potential, and source apportionment. The results show 18 main observed active VOCs (acetaldehyde, 2-acrolein, acetone, methyl ethyl ketone (MEK), methyl vinyl ketone (MVK), methacrolein (MACR), methyl isobutyl ketone (MIK), 2-pentanone, ethyl acetate, isoprene, α-pinene, benzene, toluene, styrene, C8 aromatic hydrocarbons, C9 aromatic hydrocarbons, 1,3-dichlorobenzene, naphthalene and acetonitrile) with a total concentration of (10.97 ± 5.21) ppb. Eight OVOCs have a total concentration of (7.49 ± 3.10) ppb; two biogenic VOCs (BVOCs) have a total concentration of (1.32 ± 0.79) ppb, and six aromatic hydrocarbons have a total concentration of (1.50 ± 1.14) ppb. The ozone formation potential of isoprene, acetaldehyde and 2-acrolein make up the top three species. The main sources of three OVOC species (acetaldehyde, acetone, and MEK) have local biological sources and primary anthropogenic sources, indicating that the pollution in this area is significantly affected by regional transport. This study can improve our scientific understanding of the composition and sources of VOCs on the Yunnan-Guizhou Plateau and fundamental ozone control in the region.
Xu R, Liang D, Shao L. Static spherical vacuum solutions in the bumblebee gravity model. Phys. Rev. D. 2023;107:024011.
Li S, Wang P, Wang Z, Cheng H, Zhang K. Strategy to Enhance Geological CO2 Storage Capacity in Saline Aquifer. Geophysical Research Letters [Internet]. 2023;50:e2022GL101431. 访问链接Abstract
Abstract Geological CO2 storage is an emerging topic in energy and environmental community, which is, as a commonly accepted sense, considered as the most promising and powerful approach to mitigate the global carbon emissions during the transition to net-zero. Of the geological media which initially considered cover the saline aquifers, oil and gas reservoirs, coal beds, and potentially basalts, up to now only the first two choices have been proven to be the most capable storage sites and successfully implemented at pilot/commercial scales. Here, two tandem papers propose novel strategies for the first time, by synthesizing and utilizing new high-dryness CO2 foam, to enhance geological CO2 storage capacity in saline aquifer and oil and gas reservoirs. In this paper, a new high-dryness CO2 foam is synthesized and injected into the saline aquifers to explore the storage capacity enhancement, with the unique foam-induced advantages of sweep area expansion and storage efficiency improvement. Such a new idea is specifically evaluated and validated through a series of static analytical and dynamic performance experiments. With the optimum surfactant concentration of 0.5 wt%, the foaming volume and quality are determined to be 521 mL and 80.81%, respectively, which also shows excellent salt tolerance with 45,000 ppm Na+, 25,000 ppm Ca2+, and 25,000 ppm Mg2+. Moreover, the water consumption for CO2 storage decreases from 464.31 g/mol at 25% foam quality to 67.38 g/mol at 85% foam quality by using the new CO2 foam. Overall, the newly synthesized CO2 foam could effectively enhance geological CO2 storage capacity and concurrently diminish water consumption, therefore realizing the win-win environment and economic benefits.
Zhou Q, Jia L, Li Y, Wu W. Strengthening in microbiota dynamics and C, N, S transformation induced by novel synthesized pyrite/PHBV composites for advanced nitrogen and phosphate removal: Overlooked sulfate reduction process. CHEMICAL ENGINEERING JOURNAL. 2023;463.Abstract
Fine-grained pyrites are difficult to be denitrified under natural environment due to chemical oxidation with O2. In this study, the pyrite/PHBV composites were synthesized through high-temperature melting and realized nitrogen and phosphate removal under natural aerobic conditions. Results showed that pyrite/PHBV-40 composites had the highest denitrification rate of 0.61 mg NO3–N /(LCh) with low SO42-production, and its removal efficiency of nitrogen and phosphorus was 98% and 41%, respectively. Microbial community structure analysis revealed that the enrich sulfate-reducing bacteria (SRB) on the pyrite/PHBV-40 composites demonstrated that the sulfate reduction driven by SRB enhanced denitrification process, and thereby the S cycle could underpin the potential self-sustainability of pyrite/PHBV-40 composites. Co-occurrence network analysis showed that Fe oxidizers/reducers (e.g., Ferruginibacter/Geobacter) and SRB (e.g., Desulfovibrio) were the keystone species in microbial community. Bugbase analysis showed that formed biofilms mainly consisted of aerobic and facultative anaerobic strains, which was corresponding to structure of biofilm including aerobic and anoxic layer. Partial mantel test revealed the total Fe and nutrients (e.g., N and P) are the drivers in OTU and phenotype composition, respectively. Metabolic pathway analysis suggested that pyrite/PHBV composites may not only accelerate glycolysis with rapid hydrolysis of PHBV, but also enhance the TCA cycle with high production of ATP and NADH. The final product of nitrate reduction is N2O or NO, and the cysJ gene play an important role in sulfate reduction in pyrite/PHBV systems. Overall, the novel synthesized pyrite/PHBV composites are an ideal functional material with high denitrification rate, no secondary pollution and long service life. Our study highlights pyrite/PHBV-induced strength in microbiota dynamics and C, N, S transformation, therein, the sulfate reduction process cannot be overlooked.
Wang H, Tian L, Jie Q, Fei S, Wan M, Gao X, Zhang K. Stress-sensitivity analysis of geological confined pores with ultrasonics. International Journal of Rock Mechanics and Mining Sciences [Internet]. 2023;170:105426. 访问链接Abstract
Ultrasonics could be a promising technology to modify the geological formations for geo-energy productions, carbon geological sequestrations, monitoring of crack formation with stress and volcanic activity prediction. However, immature understanding of the post-ultrasonic geological formations seriously restricts the further applications in practices. This paper initially focuses on the in-situ geological porous media of low-permeability sandstones, analysing their stress sensitivity and relevant influential factors post-ultrasonics. Basically, the original and treated in-situ cores with and without ultrasonics were characterized through a series of experimental approaches, including permeability stress sensitivity (PSS), high-pressure mercury intrusion (HPMI), inline nuclear magnetic resonance (NMR), X-ray diffraction tests (XRD), triaxial stress test (TS) and scanning electron microscope (SEM) to explore the stress-induced rock compression mechanisms and the associated effects of pore restructures and mineral re-compositions. The experimental results reveal that the ultrasonics cause desorption of clay minerals at relatively low pressures (<5 MPa), which enlarges the pore throat and increases the permeability by 2.4 times. As the pressure increasing to 5 MPa, the porosity decreases from 8.79% to 6.13% because the plastic deformations of rock become irreversible without the cementing support (i.e., clay minerals). A further pressure increases from 5 to 25 MPa results in more porosity reduction from 6.13% to 5.77% through the rigid compressions. Overall, under the same pore pressure, the core porosity with ultrasonic treatments is usually smaller than the original ones, which thus indicates ultrasonics to some extent augment the stress sensitivity of core with compression. Hence, it is suggested to control pore pressure if the ultrasonics are introduced for geo-energy productions and carbon geological sequestrations.

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