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Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms

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Journal of Computer Science & Technology 2012年第5期27卷 1007-1023页

作者： Antonio m. mora Antonio fernndez-Ares juan J. merelo Pablo García-Snchez Carlos m. fernandes Computer Architecture and Technology Department University of Granada Institute for Systems and Robotics Technical University of Lisbon

This paper investigates the performance and the results of an evolutionary algorithm （EA） specifically designed for evolving the decision engine of a program （which, in this context, is called bot） that plays Planet Wars. This game, which was chosen for the Google Artificial Intelligence Challenge in 2010, requires the bot to deal with multiple target planets, while achieving a certain degree of adaptability in order to defeat different opponents in different scenarios. The decision engine of the bot is initially based on a set of rules that have been defined after an empirical study, and a genetic algorithm （GA） is used for tuning the set of constants, weights and probabilities that those rules include, and therefore, the general behaviour of the bot. Then, the bot is supplied with the evolved decision engine and the results obtained when competing with other bots （a bot offered by Google as a sparring partner, and a scripted bot with a pre-established behaviour） are thoroughly analysed. The evaluation of the candidate solutions is based on the result of non-deterministic battles （and environmental interactions） against other bots, whose outcome depends on random draws as well as on the opponents＇ actions. Therefore, the proposed GA is dealing with a noisy fitness function. After analysing the effects of the noisy fitness, we conclude that tackling randomness via repeated combats and reevaluations reduces this effect and makes the GA a highly valuable approach for solving this problem.

关键词： real-time strategy game genetic algorithm noisy fitness player behaviour optimisation parameter adaptation

Sequence-activated chemiluminescence probes: programmable illumination for high-contrast in vivo sensing and imaging

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Science China Chemistry 2025年第01期 26-34页

作者： Yutao Zhang juan Li Wei-Hong Zhu Zhiqian Guo Shanghai Key Laboratory of Functional materials Chemistry Joint International Research Laboratory of Precision Chemistry and Molecular Engineering Institute of Fine Chemicals School of Chemistry and Molecular Engineering East China University of Science and Technology State Key Laboratory of Bioreactor Engineering Shanghai Frontier Science Research Base of Optogenetic Techniques for Cell MetabolismEast China University of Science & Technology

Sequence-activated chemiluminescence(CL) technique offers a unique approach to detecting specific biomolecules or cellular events with high sensitivity and spatial resolution. The fundamental principle behind sequence-activated CL probes involves tailoring highly-controllable CL signals in response to specific sequences or events of interest, thus enabling high-contrast signals under complex physiological conditions. This sequential activation could be triggered by enzymes, reactive oxygen species(ROS), biothiols or changes in the microenvironment. These unique sequence-activated CL probes bestow several advantages, including minimal background, deep-tissue penetration, and the ability of non-invasive or minimally invasive detection. The sequence-activated CL techniques represent a significant advancement in molecular imaging and diagnostics. In this mini-review, we focus on the latest developments in sequential CL probes, addressing the technical challenges and discussing the future trajectory by harnessing CL signaling and molecular recognition.

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Using GEDI lidar data and airborne laser scanning to assess height growth dynamics in fast-growing species:a showcase in Spain

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Forest Ecosystems 2021年第1期8卷 182-198页

作者： juan Guerra-Hernández Adrián Pascual 3edata Centro de iniciativas empresariaisFundación CEL.O Palomar s/n27004 LugoSpain Forest Research Centre School of AgricultureUniversity of LisbonTapada da Ajuda1349-017 LisbonPortugal Center for Global Discovery and Conservation Science Arizona State UniversityHiloHA 96720USA

Background:The NASA’s Global Ecosystem Dynamics Investigation(GEDI)satellite mission aims at scanning forest ecosystems on a multi-temporal short-rotation *** GEDI data can validate and update statistics from nationwide airborne laser scanning(ALS).We present a case in the Northwest of Spain using GEDI statistics and nationwide ALS surveys to estimate forest dynamics in three fast-growing forest ecosystems comprising 211,346 *** objectives were:i)to analyze the potential of GEDI to detect disturbances,ii)to investigate uncertainty source regarding non-positive height increments from the 2015–2017 ALS data to the 2019 GEDI laser shots and iii)to estimate height growth using polygons from the Forest map of Spain(FmS).A set of 258 National Forest Inventory plots were used to validate the observed height ***:The spatio-temporal assessment from ALS surveying to GEDI scanning allowed the large-scale detection of *** mean annual height growths were 0.79(SD=0.63),0.60(SD=0.42)and 0.94(SD=0.75)m for Pinus pinaster,Pinus radiata and Eucalyptus spp.,*** median annual values from the ALS-GEDI positive increments were close to NFI-based growth values computed for Pinus pinaster and Pinus radiata,*** effect of edge border,spatial co-registration of GEDI shots and the influence of forest cover in the observed dynamics were important factors to considering when processing ALS data and GEDI ***:The use of GEDI laser data provides valuable insights for forest industry operations especially when accounting for fast ***,errors derived from positioning,ground finder and canopy structure can introduce uncertainty to understand the detected growth patterns as documented in this *** analysis of forest growth using ALS and GEDI would benefit from the generalization of common rules and data processing schemes as the GEDI mission is increasingly being utilized in the forest remote sensing community.

关键词： Forest inventory Productivity multi-temporal LiDAR Full-waveform(FW) Satellite mapping

Characteristics and in-hospital mortality of elderly patients with heart failure in Spanish hospitals

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Journal of Geriatric Cardiology 2023年第4期20卷 247-255页

作者： Alberto Esteban-fernández m.nuel Anguita-Sánchez juan Luis Bonilla-Palomas maría Anguita-Gámez maría García JoséLuis Bernal Náyade Del Prado Cristina fernández-Pérez Julián Pérez-Villacastin juan JoséGómez-Doblas Francisco Javier Elola Cardiology Department Hospital Universitario Severo OchoaMadridSpain Cardiology Department Hospital Universitario Reina SofíaCórdobaSpain Cardiology Department Hospital San Juan de la CruzÚbedaSpain Cardiology Department Hospital Clínico San CarlosMadridSpain Fundación Instituto para la mejora de la Asistencia Sanitaria MadridSpain management Control Department Hospital Universitario 12 de OctubreMadridSpain Department of Preventive medicine Área Sanitaria de Santiago de Compostela y BarbanzaInstituto de Investigación de SantiagoSantiago de CompostelaSpain Cardiology Department Hospital Universitario Virgen de la VictoriaMálagaSpain

BACKGROUND The prevalence of heart failure(HF)increases with age,and it is one of the leading causes of hospitalization and death in older ***,there are little data on in-hospital mortality in patients with HF≥75 years in *** A retrospective analysis of the Spanish minimum Basic Data Set was performed,including all HF episodes discharged from public hospitals in Spain between 2016 and *** was performed using the International Classification of Diseases,10th ***≥75 years with HF as the principal diagnosis were *** calculated:(1)the crude in-hospital mortality rate and its distribution according to age and sex;(2)the risk-standardized in-hospital mortality ratio;and(3)the association between in-hospital mortality and the availability of an intensive cardiac care unit(ICCU)in the *** We included 354,792 HF episodes of patients over 75 *** mean age was 85.2±5.5 years,and 59.2%of patients were *** most frequent comorbidities were renal failure(46.1%),diabetes mellitus(35.5%),valvular disease(33.9%),cardiorespiratory failure(29.8%),and hypertension(26.9%).In-hospital mortality was 12.7%,and increased with age[odds ratio(OR)=1.07,95%CI:1.07–1.07,Pmen(OR=0.96,95%CI:0.92–0.97,Pmain predictors of mortality were the presence of cardiogenic shock(OR=19.5,95%CI:16.8–22.7,Pmortality tended to be lower(OR=0.85,95%CI:0.72–1.00,P=0.053).CONCLUSIONS In-hospital mortality in patients with HF≥75 years between 2016 and 2019 was 12.7%,higher in males and elderly *** main predictors of mortality were cardiogenic shock,stroke,and advanced *** was a trend toward lower mortality in centers with an ICCU.

关键词： patients mortality diagnosis

Salsolinol as an RNA m~6A methylation inducer mediates dopaminergic neuronal death by regulating YAP1 and autophagy

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Neural Regeneration Research 2025年第3期20卷 887-899页

作者： Jianan Wang Yuanyuan Ran Zihan Li Tianyuan Zhao Fangfang Zhang juan Wang Zongjian Liu Xuechai Chen Beijing International Science and Technology Cooperation Base for Antiviral Drugs College of Chemistry and LifeBeijing University of TechnologyBeijingChina Department of Rehabilitation Beijing Rehabilitation HospitalCapital Medical UniversityBeijingChina

Salsolinol(1-methyl-6,7-dihydroxy-1,2,3,4-tetrahydroisoquinoline,Sal)is a catechol isoquinoline that causes neurotoxicity and shares structural similarity with 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine,an environmental toxin that causes Parkinson's ***,the mechanism by which Sal mediates dopaminergic neuronal death remains *** this study,we found that Sal significantly enhanced the global level of N~6-methyladenosine(m~6A)RNA methylation in PC12 cells,mainly by inducing the downregulation of the expression of m~6A demethylases fat mass and obesity-associated protein(FTO)and alk B homolog 5(ALKBH5).RNA sequencing analysis showed that Sal downregulated the Hippo signaling *** m~6A reader YTH domain-containing family protein 2(YTHDF2)promoted the degradation of m~6A-containing Yes-associated protein 1(YAP1)mRNA,which is a downstream key effector in the Hippo signaling ***,downregulation of YAP1 promoted autophagy,indicating that the mutual regulation between YAP1 and autophagy can lead to *** findings reveal the role of Sal on m~6A RNA methylation and suggest that Sal may act as an RNA methylation inducer mediating dopaminergic neuronal death through YAP1 and *** results provide greater insights into the neurotoxic effects of catechol isoquinolines compared with other studies and may be a reference for assessing the involvement of RNA methylation in the pathogenesis of Parkinson's disease.

关键词： ALKBH5 autophagy FTO Hippo pathway m~6A Parkinson's disease RNA methylation salsolinol YAP1 YTHDF2

A surface engineering strategy for the stabilization of zinc metal anodes with montmorillonite layers toward long-life rechargeable aqueous zinc ion batteries

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Journal of Energy Chemistry 2025年第1期100卷 94-105页

作者： Wenbo Wang Ruifeng Xu Xu Zhang Peiyu Wang Bao Yang Bingjun Yang juan Yang Kailimai Su Pengjun ma Yanan Deng Xianfeng Fan Wanjun Chen Key Laboratory for Electronic materials College of Electrical Engineering Northwest Minzu University Resource Chemistry and Energy materials Research Center State Key Laboratory of Solid Lubrication Lanzhou Institute of Chemical Physics Chinese Academy of Sciences University of Chinese Academy of Sciences Institute for materials and Processes School of Engineering University of Edinburgh

Rechargeable aqueous zinc-ion batteries （AZIBs） exhibit appreciable potential in the domain of electrochemical energy ***,there are serious challenges for AZIBs,for instance zinc dendrite growth,hydrogen evolution reaction （HER）,and corrosion side ***,we propose a surface engineering modification strategy for coating the montmorillonite （mmT） layer onto the surface of the Zn anode to tackle these issues,thereby achieving high cycling stability for rechargeable *** results reveal that the mmT layer on the surface of the Zn anode is able to provide ordered zincophilic channels for zinc ions migration,facilitating the reaction kinetics of zinc *** functional theory（DFT） calculations and water contact angle （CA） tests prove that mmT@Zn anode exhibits superior adsorption capacity for Zn2+and better hydrophobicity than the bare Zn anode,thereby achieving excellent cycling ***,the mmT@Zn||mmT@Zn symmetric cell holds the stable cycling over 5600 h at 0.5 mA cm-2and 0.125 m A h cm-2,even exceeding 1800 h long cycling under harsh conditions of 5 m A cm-2and 1.25 m A h *** mmT@Zn||V2O5full cell reaches over 3000 cycles at 2 A g-1with excellent rate ***,this surface engineering modification strategy for enhancing the electrochemical performance of AZIBs represents a promising application.

关键词： Surface engineering strategy montmorillonite layer Protection mechanism of Zn anode Cycling stability Aqueous zinc ion batteries

Insulin resistance is associated with subclinical vascular disease in humans

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World Journal of Diabetes 2019年第2期10卷 63-77页

作者： maría m Adeva-Andany Eva Ameneiros-Rodríguez Carlos fernández-fernández Alberto Domínguez-montero Raquel Funcasta-Calderón Internal medicine Department Hospital General Juan Cardona

Insulin resistance is associated with subclinical vascular disease that is not justified by conventional cardiovascular risk factors,such as smoking or *** injury associated to insulin resistance involves functional and structural damage to the arterial wall that includes impaired vasodilation in response to chemical mediators,reduced distensibility of the arterial wall(arterial stiffness),vascular calcification,and increased thickness of the arterial *** dysfunction associated to insulin resistance is present in asymptomatic subjects and predisposes to cardiovascular diseases,such as heart failure,ischemic heart disease,stroke,and peripheral vascular *** and functional vascular disease associated to insulin resistance is highly predictive of cardiovascular morbidity and *** pathogenic mechanisms remain *** studies have demonstrated that animal protein consumption increases the risk of developing cardiovascular disease and predisposes to type 2 diabetes(T2D)whereas vegetable protein intake has the opposite *** disease linked to insulin resistance begins to occur early in *** and adolescents with insulin resistance show an injured arterial system compared with youth free of insulin resistance,suggesting that insulin resistance plays a crucial role in the development of initial vascular *** of the vascular dysfunction related to insulin resistance should begin early in *** the clinical onset of T2D,asymptomatic subjects endure a long period of time characterized by insulin *** vascular dysfunction begins to develop during this phase,so that patients with T2D are at increased cardiovascular risk long before the diagnosis of the disease.

关键词： Diabetes Cardiovascular risk Arterial stiffness Arterial elasticity Intimamedia thickness Vascular calcification Insulin resistance Animal protein Vegetable protein

Variation in SARS-CoV-2 seroprevalence in children in the region of Asturias,Northern Spain

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World Journal of Pediatrics 2022年第12期18卷 835-844页

作者： Elisa García-García mercedes Rodríguez-Pérez David Pérez-Solís Carlos Pérez-méndez Cristina molinos-Norniella Ángeles Cobo-Ruisánchez Eva maría fernández fernández Noelia García González Laura Calle-miguel Pediatrics Department Centro de Salud LaviadaCalle Juanín de Mieres833207GijónSpain microbiology Department Hospital Universitario Central de AsturiasOviedoSpain Pediatrics Department Hospital Universitario San AgustínAvilésSpain Pediatrics Department Hospital Universitario de CabueñesGijónSpain Pediatrics Department Hospital Carmen y Severo Ochoa.Cangas del NarceaSpain Pediatrics Department Centro de Salud TeatinosOviedoSpain Pediatrics Department Hospital Universitario Central de AsturiasOviedoSpain

Background Updated seroprevalence estimates are important to describe the severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)landscape and to guide public health *** aims are to describe longitudinal changes in seroprevalence in children in a region in Northern Spain and to analyze factors associated with SARS-CoV-2 *** Prospective multicenter longitudinal study with subjects recruited from July to September ***(up to 14 years old)were included and followed up until September *** blood samples were collected every six months during three testing rounds and were analyzed for SARS-CoV-2 *** data regarding epidemiological features,contact tracing,symptoms,and virological tests were *** evolution of SARS-CoV-2 seroprevalence during the study and the differences between children with positive and negative SARS-CoV-2 antibody tests were *** Two hundred children were recruited(50.5%girls,median age 9.7 years).The overall seroprevalence increased from round 1[1.5%,95%confidence interval(CI)0.3%–4.3%]to round 2(9.1%,95%CI 4.6%–12.7%)and round 3(16.6%,95%CI 9.5%–19.6%)(Pmain changes occurred in children aged zero to four years(P=0.001)who lived in urban areas(Pme *** multivariable analysis,three variables independently associated with SARS-CoV-2 seropositivity were identified:close contact with coronavirus disease 2019(COVID-19)confirmed or suspected cases[odds ratio(OR)=3.9,95%CI 1.2–12.5],previous positive virological test(OR=17.1,95%CI 3.7–78.3)and fatigue(OR=18.1,95%CI 1.7–193.4).Conclusions SARS-CoV-2 seroprevalence in children has remarkably increased during the time of our *** was the only COVID-19-compatible symptom that was more frequent in seropositive than in seronegative children.

关键词： Antibodies Child COVID-19 Seroepidemiologic studies

T_3-induced liver AmP-activated protein kinase signaling:Redox dependency and upregulation of downstream targets

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World Journal of Gastroenterology 2014年第46期20卷 17416-17425页

作者： Luis A Videla Virginia fernández Pamela Cornejo Romina Vargas Paula morales juan Ceballo Alvaro Fischer Nicolás Escudero Oscar Escobar molecular and Clinical Pharmacology Program Institute of Biomedical SciencesFaculty of MedicineUniversity of ChileIndependencia 1027SantiagoChile School of medical Technology Faculty of MedicineDiego Portales UniversityEjército 141SantiagoChile

AIm: To investigate the redox dependency and promotion of downstream targets in thyroid hormone (T3)-induced AmP-activated protein kinase (AmPK) signaling as cellular energy sensor to limit metabolic stresses in the l... 详细信息

关键词： Liver Thyroid hormone N-acetylcysteine AmP-activated protein kinase Fatty acid oxidation