The number of solutions for random regular NAE-SAT

Recent work has made substantial progress in understanding the transitions of random constraint satisfaction problems. In particular, for several of these models, the exact satisfiability threshold has been rigorously determined, confirming predictions of statistical physics. Here we revisit one of these models, random regular k-NAE-SAT: knowing the satisfiability threshold, it is natural to study, in the satisfiable regime, the number of solutions in a typical instance. We prove here that these solutions have a well-defined free energy (limiting exponential growth rate), with explicit value matching the one-step replica symmetry breaking prediction. The proof develops new techniques for analyzing a certain "survey propagation model" associated to this problem. We believe that these methods may be applicable in a wide class of related problems

Senior Community Center in Qiqihar, China

The aging population of China is a serious problem that has caused senior resources and facilities to be in short supply. A senior community center can play a role in meeting the spiritual and cultural needs of this group, improving the community facilities for seniors’ daily activities

PLAN PARA LA DIRECCIÓN Y GESTIÓN DEL PROYECTO DE CONSTRUCCIÓN DE UN HOSPITAL DE EMERGENCIA PARA ENFERMEDADES INFECCIOSAS

[ES] En diciembre de 2019, estalló un nuevo tipo de neumonía por coronavirus en Wuhan, China, y se propagó rápidamente por toda China y muchos países de todo el mundo en enero de 2020. En la actualidad, el número de personas infectadas en China ha superado los 70,000. Debido a la gran cantidad de personas infectadas, el personal médico y las instalaciones médicas son extremadamente escasos. Con el fin de aliviar el problema, el gobierno decidió establecer dos hospitales especializados de emergencia en enfermedades infecciosas a corto plazo, en lugar de establecer clínicas generales, que solo aceptan pacientes con un nuevo tipo de neumonía por coronavirus. Las enfermedades infecciosas agudas repentinas afectan seriamente la estabilidad social y representan una seria amenaza para la salud humana. Durante la epidemia, para aislar y tratar profesionalmente a los pacientes, evitar que la enfermedad se propague rápidamente y mejorar la tasa de ingresos y tratamientos hospitalarios, aumentar el número de camas de hospital. Es muy importante construir urgentemente un hospital profesional especializado en enfermedades infecciosas. La construcción de este tipo de hospital debe tener un período de construcción corto y alta eficiencia. El estudio de caso muestra en detalle según acta de constitución del proyecto y el plan de gestión del alcance, los requisitos necesarios, los Recursos Humanos, el cronograma, el coste, las adquisiciones, el riesgo, calidad y gestión ambiental para describir la construcción de hospital de emergencia para enfermedades infeccionsas. También explica que el establecimiento de un hospital especializado para enfermedades infecciosas de emergencia puede proporcionar una referencia positiva para cualquier país que pueda tener una enfermedad infecciosa[EN] In December 2019, a new type of coronavirus pneumonia broke out in Wuhan, China, and spread rapidly throughout China and many countries around the world in January 2020. Currently, the number of people infected in China has exceeded 70,000 Due to the large number of infected people, medical staff and medical facilities are extremely scarce. In order to alleviate the problem, the government decided to establish two specialized emergency hospitals for short-term infectious diseases, instead of establishing general clinics, which only accept patients with a new type of coronavirus pneumonia. Sudden acute infectious diseases seriously affect social stability and pose a serious threat to human health. During the epidemic, to isolate and treat patients professionally, prevent the disease from spreading rapidly and improve the rate of hospital admissions and treatments, increase the number of hospital beds. It is very important to urgently build a professional hospital specializing in infectious diseases. The construction of this type of hospital must have a short construction period and high efficiency. The case study shows in detail according to the project constitution certificate and the scope management plan, the necessary requirements, Human Resources, the schedule, cost, procurement, risk, quality and environmental management to describe the construction of Emergency hospital for infectious diseases. It also explains that the establishment of a specialized hospital for emergency infectious diseases can provide a positive reference for any country that may have an infectious disease[CA] Al desembre de 2019, va esclatar un nou tipus de pneumònia per coronavirus en Wuhan, la Xina, i es va propagar ràpidament per tota la Xina i molts països de tot el món al gener de 2020. En l'actualitat, el nombre de persones infectades a la Xina ha superat els 70,000. A causa de la gran quantitat de persones infectades, el personal mèdic i les instal·lacions mèdiques són extremadament escassos. Amb la finalitat d'alleujar el problema, el govern va decidir establir dos hospitals especialitzats d'emergència en malalties infeccioses a curt termini, en lloc d'establir clíniques generals, que només accepten pacients amb un nou tipus de pneumònia per coronavirus. Les malalties infeccioses agudes sobtades afecten seriosament l'estabilitat social i representen una seriosa amenaça per a la salut humana. Durant l'epidèmia, per a aïllar i tractar professionalment als pacients, evitar que la malaltia es propague ràpidament i millorar la taxa d'ingressos i tractaments hospitalaris, augmentar el nombre de llits d'hospital. És molt important construir urgentment un hospital professional especialitzat en malalties infeccioses. La construcció d'aquesta mena d'hospital ha de tindre un període de construcció curt i alta eficiència. L'estudi de cas mostra detalladament segons acta de constitució del projecte i el pla de gestió de l'abast, els requisits necessaris, els Recursos Humans, el cronograma, el cost, les adquisicions, el risc, qualitat i gestió ambiental per a descriure la construcció d'hospital d'emergència per a malalties infeccionsas. També explica que l'establiment d'un hospital especialitzat per a malalties infeccioses d'emergència pot proporcionar una referència positiva per a qualsevol país que puga tindre una malaltia infecciosa.Sun, Y. (2020). PLAN PARA LA DIRECCIÓN Y GESTIÓN DEL PROYECTO DE CONSTRUCCIÓN DE UN HOSPITAL DE EMERGENCIA PARA ENFERMEDADES INFECCIOSAS. Universitat Politècnica de València. http://hdl.handle.net/10251/161575TFG

Unsupervised Wireless Network Model-Assisted Abnormal Warning Information in Government Management

From Hindawi via Jisc Publications RouterHistory: publication-year 2021, received 2021-09-22, rev-recd 2021-10-12, accepted 2021-10-13, pub-print 2021-10-26, archival-date 2021-10-26Publication status: PublishedThe data generated through telecommunication networks has grown exponentially in the last few years, and the resulting traffic data is unlikely to be processed and analyzed by manual style, especially detecting unintended traffic consumption from normal patterns remains an important issue. This area is critical because anomalies may lead to a reduction in network efficiency. The origin of these anomalies may be a technical problem in a cell or a fraudulent intrusion in the network. Usually, they need to be identified and fixed as soon as possible. Therefore, in order to identify these anomalies, data-driven systems using machine learning algorithms are developed with the aim from the raw data to identify and alert the occurrence of anomalies. Unsupervised learning methods can spontaneously describe the data structure and derive network patterns, which is effective for identifying unintended anomalous behavior and detecting new types of anomalies in a timely manner. In this paper, we use different unsupervised models to analyze traffic data in wireless networks, focusing on models that analyze traffic data combined with timeline information. The factor analysis method is used to derive the results of factor analysis, obtain the three major public factors and comprehensive factor scores, and combine the results with the BP neural network model to conduct a nonlinear simulation study on local governmental debt risk. A potential semantic analysis model based on Gaussian probability is presented and compared with other methods, and experimental results show that this model can provide a robust, over-the-top anomaly detection in a fully automated, data-driven solution

Decolourization of remazol brilliant blue R by enzymatic extract and submerged cultures of a newly isolated Pleurotus ostreatus MR3

A local white-rot fungus basidiomycete Pleurotus ostreatus MR3 was isolated from MacRitchie Reservoir Park, Singapore. Among all the ligninolytic activities, laccase was the only enzyme detected in the supernatant when the fungus was grown in liquid culture. This newly isolated white rot fungus was able to completely decolourise remazol brilliant blue R (RBBR) in-vivo on agar plates within five days and in the liquid culture (in the presence of inducers) within three days. The addition of inducers was able to enhance laccase production and therefore enhanced in-vivo RBBR decolourisation. Veratryl alcohol was shown to be the best inducer for laccase production with the maximum laccase activity reaching about 5.99 U/mL. Cu2+ also had a positive effect on laccase production, the laccase activity being enhanced to 5.24 U/mL. In-vitro RBBR decolourisation using the laccase from P. ostreatus MR3 was much comparable to that using the commercial laccase from Trameters versicolor.Keywords: Dyes, remazol brilliant blue R, Pleurotus ostreatus MR3, decolourisation, inducers, laccase activityAfrican Journal of Biotechnology Vol. 12(39), pp. 5778-578

Tryptophan residue of plasmid-encoded Pgp3 is important for Chlamydia muridarum to induce hydrosalpinx in mice

The crucial role of plasmid-encoded protein Pgp3 in Chlamydia pathogenesis has been demonstrated in various animal models. Previous studies have revealed that the Pgp3-deficient C. muridarum mutant fails to induce hydrosalpinx after vaginal inoculation in mice. Structural analysis of C. trachomatis Pgp3 trimer has indicated that Trp234 may play a critical role in trimeric crystal packing interactions and that Tyr197 is involved at predominant cation-binding sites. In this study, we constructed C. muridarum transformants harboring Pgp3, Trp234, or Tyr197 point mutations (Pgp3W234A and Pgp3Y197A). C3H/HeJ mice infected with Pgp3W234A mutant failed to induce severe hydrosalpinx in the oviduct tissue, which largely phenocopied the full-length Pgp3-deficient C. muridarum. The Pgp3Y197A variant induced an intermediate severity of pathology. The attenuated pathogenicity caused by the Pgp3W234A mutant may be due to its decreased survival in the lower genital tracts of mice, reduced ascension to the oviduct, and milder induction of inflammatory cell infiltration in the oviduct tissue. Thus, our results point to an important amino acid residue involved in Pgp3 virulence, providing a potential therapeutic target for chlamydial infection

The Structural Integrity of Plasmid-Encoded Pgp3 Is Essential for Induction of Hydrosalpinx by Chlamydia muridarum

Pgp3 consists of globular N- and C-terminal domains connected by a triple-helical coiled-coil middle domain. We demonstrated previously that Pgp3 is required for induction of hydrosalpinx by Chlamydia muridarum. We constructed C. muridarum transformants harboring deletion of the Pgp3 N-terminus (pgp3Δn), C-terminus (pgp3Δc), or middle domain (pgp3Δm). C3H/HeJ and CBA/J mice infected with pgp3Δn or pgp3Δm failed to induce hydrosalpinx in oviduct tissue. However, the pgp3Δc transformant induced mild hydrosalpinx in 20% of C3H/HeJ mice (severity score 0.2 ± 0.6) and in 40% of CBA/J mice (severity score 0.8 ± 1.3). The attenuated pathogenicity of the transformants harboring Pgp3 domain deletions was correlated with impaired in vitro growth and significantly reduced infectivity in the mouse lower genital tract. Moreover, the oviduct tissue of C3H/HeJ and CBA/J mice infected with the Pgp3-domain-deficient transformants displayed less inflammatory cell infiltration. Thus, the structural integrity of plasmid-encoded Pgp3 is essential for induction of hydrosalpinx by C. muridarum