Miracle-dz/UniFAR-FTUs huggingface dataset:
A slow review of the AGT correspondence

Starting with a gentle approach to the AGT correspondence from its 6d origin, these notes provide a wide survey of the literature on numerous extensions of the correspondence. This is the writeup of the lectures given at the Winter School YRISW 2020, to appear in a special issue of JPhysA. Class S is a wide class of 4d $N=2$ supersymmetric gauge theories (ranging from super-QCD to non-Lagrangian theories) obtained by twisted compactification of 6d $N=(2,0)$ superconformal theories on a Riemann surface. This 6d construction yields the Coulomb branch and SW geometry of class S theories, geometrizes S-duality, and leads to the AGT correspondence, which states that many observables of class S theories are equal to 2d CFT correlators. For instance, the four-sphere partition function of 4d $N=2$ SU(2) superconformal quiver theories is equal to a Liouville CFT correlator of primary operators. Extensions of the AGT correspondence abound: asymptotically-free gauge theories and Argyres-Douglas theories correspond to irregular CFT operators, quivers with higher-rank gauge groups and non-Lagrangian tinkertoys such as $T_N$ correspond to Toda CFT correlators, and nonlocal operators (Wilson-'t Hooft loops, surface operators, domain walls) correspond to Verlinde networks, degenerate primary operators, braiding and fusion kernels, and Riemann surfaces with boundaries.
Model independent perspectives on coupled dark energy and the swampland

We present a general model-independent approach to study the coupled dark energy and the string swampland criteria. We show how the dark sector interaction is degenerated with the equation of state of dark energy in the context of the expansion of the Universe. With priors for either of them, the dynamics of dark energy and the dark sector interactions can be reconstructed together with the bounds of the swampland criteria. Combining cosmic chronometers, baryon acoustic oscillation (BAO), and type Ia supernovae, our results suggest a mild 1σ significance of dark sector interactions at low redshift for the coupled quintessence. The Lyman-α BAO at z=2.34 leads a 2σ signal of nonzero interactions at high redshift. The implications for coupled quintessence are discussed.
Time series of optical spectra of Nova
 V659
 Sct

With our robotic 1.2 m TIGRE telescope, we were able to obtain eight optical spectra with intermediate resolution (R = 20,000) of the Nova V659 Sct during different phases of its outburst. We present a list of the lines found in the Nova spectra. The most common features are H I, O I, Na I, Fe II and Ca II. Studying the spectral evolution of the strong features we found that the absorption features move to higher expansion velocities before disappearing and the emission features show (different) asymmetries. Thanks to the intermediate spectral resolution we identified and analysed the interstellar medium absorption features present in the spectra. We detected atomic absorption features of Na I and Ca II. The sodium D lines show more complex substructures with three main absorption features at around a velocity of -10, 30 and 85 km/s. We identified several DIBs in the Nova V659 Sct spectra and determined their velocities and equivalent widths.
The Spectrum of the Singular Values of Z-Shaped Graph Matrices

Graph matrices are a type of matrix which appears when analyzing the sum of squares hierarchy and other methods using higher moments. However, except for rough norm bounds, little is known about graph matrices. In this paper, we take a step towards better understanding graph matrices by determining the spectrum of the singular values of Z-shaped graph matrices.
Candidate Electromagnetic Counterpart to the Binary Black Hole Merger Gravitational-Wave Event S190521g.

We report the first plausible optical electromagnetic counterpart to a (candidate) binary black hole merger. Detected by the Zwicky Transient Facility, the electromagnetic flare is consistent with expectations for a kicked binary black hole merger in the accretion disk of an active galactic nucleus [B. McKernan, K. E. S. Ford, I. Bartos et al., Astrophys. J. Lett. 884, L50 (2019)AJLEEY2041-821310.3847/2041-8213/ab4886] and is unlikely [<O(0.01%))] due to intrinsic variability of this source. The lack of color evolution implies that it is not a supernova and instead is strongly suggestive of a constant temperature shock. Other false-positive events, such as microlensing or a tidal disruption event, are ruled out or constrained to be <O(0.1%). If the flare is associated with S190521g, we find plausible values of total mass M_{BBH}∼100 M_{⊙}, kick velocity v_{k}∼200 km s^{-1} at θ∼60° in a disk with aspect ratio H/a∼0.01 (i.e., disk height H at radius a) and gas density ρ∼10^{-10} g cm^{-3}. The merger could have occurred at a disk migration trap (a∼700r_{g}; r_{g}≡GM_{SMBH}/c^{2}, where M_{SMBH} is the mass of the active galactic nucleus supermassive black hole). The combination of parameters implies a significant spin for at least one of the black holes in S190521g. The timing of our spectroscopy prevents useful constraints on broad-line asymmetry due to an off-center flare. We predict a repeat flare in this source due to a reencountering with the disk in ∼1.6 yr(M_{SMBH}/10^{8} M_{⊙})(a/10^{3}r_{g})^{3/2}.
Level set based eXtended finite element modelling of the response of fibrous networks under hygroscopic swelling

Materials like paper, consisting of a network of natural fibres, exposed to variations in moisture, undergo changes in geometrical and mechanical properties. This behaviour is particularly important for understanding the hygro-mechanical response of sheets of paper in applications like digital printing. A two-dimensional microstructural model of a fibrous network is therefore developed to upscale the hygro-expansion of individual fibres, through their interaction, to the resulting overall expansion of the network. The fibres are modelled with rectangular shapes and are assumed to be perfectly bonded where they overlap. For realistic networks the number of bonds is large and the network is geometrically so complex that discretizing it by conventional, geometry-conforming, finite elements is cumbersome. The combination of a level-set and XFEM formalism enables the use of regular, structured grids in order to model the complex microstructural geometry. In this approach, the fibres are described implicitly by a level-set function. In order to represent the fibre boundaries in the fibrous network, an XFEM discretization is used together with a Heaviside enrichment function. Numerical results demonstrate that the proposed approach successfully captures the hygro-expansive properties of the network with fewer degrees of freedom compared to classical FEM, preserving desired accuracy.
Blockchain-Based Applications in Higher Education: A Systematic Mapping Study

The utilisation of blockchain has moved beyond digital currency to other fields such as health, the Internet of Things, and education. In this paper, we present a systematic mapping study to collect and analyse relevant research on blockchain technology related to the higher education field. The paper concentrates on two main themes. First, it examines state of the art in blockchain-based applications that have been developed for educational purposes. Second, it summarises the challenges and research gaps that need to be addressed in future studies.
A Procedure for Evaluating the Food Biomass Consumed by a Fish Population

An application of the Ursin fish growth theory for evaluating the food biomass consumed by a fish population is proposed. In this procedure the total catabolism of a fish is treated as dependent on the level of available food. This is the major advantage of the procedure in comparison with that based on the most frequently used Winberg fish growth theory, in which the total catabolism rate is assumed to be independent of the available food level. The Atlantic cod (Gadus morhua) population inhabiting the southern Gulf of St. Lawrence (NAFO subarea 4T) in 1978 is considered in order to illustrate the procedure. The food biomass consumed by the cod population in this area and period is evaluated to be 0.727 million tonnes (the food consumption of the 0th cod age-group is not included). The uncertainty in the estimate of this food biomass due to uncertainties in the input parameters for the procedure is estimated to be in the range of 20% (standard error). Possible ways of improving the results of the procedu.
Characterization of T‐DM1‐resistant breast cancer cells

The development of targeted therapies has drastically improved the outcome of patients with different types of cancer. T‐DM1 (trastuzumab‐emtansine) is an antibody‐drug conjugate used for the treatment of HER2‐positive breast cancer combining the FDA approved mAb (monoclonal antibody) trastuzumab and the microtubule cytotoxic agent DM1 (emtansine). Despite clinical successes achieved by targeted therapies, a large number of patients develop resistance during treatment. To explore mechanisms of resistance to T‐DM1, the MDA‐MB‐361 HER2‐positive breast cancer cell line was exposed in vitro to T‐DM1 in the absence or presence of ciclosporin A. Previously reported mechanisms of resistance such as trastuzumab‐binding alterations, MDR1 upregulation, and SLC46A3 downregulation were not observed in these models. Despite a decrease in HER2 expression at the cell surface, both resistant cell lines remained sensitive to HER2 targeted therapies such as mAbs and tyrosine kinase inhibitors. In addition, sensitivity to DNA damaging agents and topoisomerase inhibitors were unchanged. Conversely resistance to anti‐tubulin agents increased. Resistant cells displayed a decreased content of polymerized tubulin and a decreased content of βIII tubulin although the downregulation of βIII tubulin by siRNA in the parental cell line did not modified the sensitivity to T‐DM1. Both cell lines resistant to T‐DM1 also presented giant aneuploid cells. Several SLC (solute carrier) transporters were found to be differentially expressed in the resistant cells in comparison to parental cells. These results suggest that some characteristics such as increased baseline aneuploidy and altered intracellular drug trafficking might be involved in resistance to T‐DM1.
Do Older Skiers Have Worse Outcomes After Anterior Cruciate Ligament Reconstruction Compared With Non-Skiers or Younger Skiers?

Background: There remains a paucity of literature comparing clinical outcomes after anterior cruciate ligament reconstruction (ACLR) between skiers and non-skiers, particularly in older patient populations. Purpose: To compare clinical outcomes after ACLR between skiers and non-skiers, with a subanalysis based on age. Study Design: Cohort study; Level of evidence, 3. Methods: A nested cohort of 128 patients from the Multicenter Orthopaedic Outcomes Network cohort who underwent primary ACLR completed a series of patient-reported outcomes pre- and postoperatively at 2 and 6 years including the Knee injury and Osteoarthritis Outcome Score (KOOS), Marx Activity Rating Scale, and subjective International Knee Documentation Committee (IKDC) score. Data including patient sex, age at surgery, graft type, and sport participation were analyzed. Patients were stratified by participation in skiing (skiers vs non-skiers) and by age subgroup (≤29, 30-39, and ≥40 years). Student t tests and analysis of variance were used to compare mean improvement between pre- and postoperative outcomes. Results: A total of 44 skiers (female, 59.1%; age, 35.3 ± 11.6 years) and 84 non-skiers (female, 34.5%; age, 27.7 ± 11.3 years) were included. ACLR was performed using allograft in 36.7% (22 skiers, 25 non-skiers), autograft in 58.6% (19 skiers, 56 non-skiers), or hybrid autograft-allograft in 4.7% (3 skiers, 3 non-skiers). Although both non-skiers and skiers demonstrated improvements in outcomes from baseline to 2 and 6 years, non-skiers demonstrated significantly less overall improvement from 2 to 6 years postoperatively in KOOS Symptoms (P = .01), KOOS Pain (P = .002), and KOOS Activities of Daily Living (P = .03) subscales compared with skiers. There were 15 skiers who were 29 years or younger (34.1%), 14 skiers between 30 and 39 years (31.8%), and 15 skiers 40 years or older (34.1%). Skiers 40 years and older demonstrated significantly greater mean improvement in KOOS Symptoms (P = .02) and KOOS Quality of Life (QoL) (P = .01) subscales at 2 years and KOOS QoL (P = .01) at 6 years postoperatively compared with skiers 29 years or younger. Conclusion: Compared with non-skiers, skiers demonstrated significantly greater mean improvements in KOOS scores between 2 and 6 years after ACLR. In addition, skiers 40 years or older showed greater improvement in KOOS QoL compared with younger skiers. This information can be used to counsel skiers, especially those older than 40 years, as to their expected outcomes after ACLR.
On Mitigating Random and Adversarial Bit Errors

The design of deep neural network (DNN) accelerators, i.e., specialized hardware for inference, has received considerable attention in past years due to saved cost, area, and energy compared to mainstream hardware. We consider the problem of random and adversarial bit errors in quantized DNN weights stored on accelerator memory. Random bit errors arise when optimizing accelerators for energy efficiency by operating at low voltage. Here, the bit error rate increases exponentially with voltage reduction, causing devastating accuracy drops in DNNs. Additionally, recent work demonstrates attacks on voltage controllers to adversarially reduce voltage. Adversarial bit errors have been shown to be realistic through attacks targeting individual bits in accelerator memory. Besides describing these error models in detail, we make first steps towards DNNs robust to random and adversarial bit errors by explicitly taking bit errors into account during training. Our random or adversarial bit error training improves robustness significantly, potentially leading to more energy-efficient and secure DNN accelerators.
Effects of High-Fat Diet and Exercise Intervention on the Metabolism Regulation of Infant Mice

Maternal exercise is crucial for promoting the health of the offspring. Previous studies showed that long-term maternal exercise improves energy metabolism during pregnancy. Whether swimming exercise can reverse the metabolic disorders caused by high-fat exposure in the early life of the offspring is yet to be elucidated. Three-week-old C57BL/6 female mice were randomly assigned to the standard chow diet group (SC), standard chow diet and exercise group (SC-Ex), high-fat diet group (HFD), and high-fat diet and exercise group (HFD-Ex). After swimming intervention for 13 weeks, male and female mice were caged, and the exercise intervention lasted until delivery. Then, the mothers were fed standard chow diet. A total of 8 offsprings/group were randomly selected after 4 weeks of lactation for GTT and ITT. After body composition analysis, the mice were sacrificed to obtain specimens. The levels of metabolism factors and IL-6 were measured by suspension microarray. Subsequently, 15 min after starting the GTT and ITT, the curve detected significant difference between the HFD and other groups. The body fat percentage of the HFD-Ex offspring was significantly lower than that of HFD offspring (p < 0.05) irrespective of the gender. The levels of IL-6 and TG in the male offspring in the HFD-Ex group were improved significantly (p < 0.05). Compared to the HFD offspring, serum glucose and GIP in the female offspring in the HFD-Ex group was significantly reduced (p < 0.05). Long-term exercise of the mother effectively improved the metabolic disorder caused by high-fat exposure in the infant offspring. Thus, the metabolic inheritance of the offspring is gender-dependent; the maternal metabolism can make male offspring genetically susceptible.
Association between MMP/TIMP Levels in the Aqueous Humor and Plasma with Axial Lengths in Myopia Patients

Purpose The present study investigated the profiles of matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs) of the aqueous humor (AH) and plasma (PL) in myopia patients, to determine whether there was an association between these levels with their axial length (AL) and to investigate if MMPs/TIMPs were regulated locally or systemically. Methods A cross-sectional study was conducted. Thirty-nine patients (78 eyes) diagnosed with high myopia were recruited. The AL was measured using IOL Master. And the patients were divided into three groups based on their AL, Group A (AL ≤ 26 mm), Group B (26 < AL ≤ 28 mm), and Group C (AL > 28 mm). The AH in both eyes and blood samples were collected before the patients underwent implantable collamer lens surgery. In all, 78 samples of the AH and 39 samples of the PL were analyzed using MILLIPLEX map assays, followed by statistical analyses of the results. Results There were 8 patients (16 eyes) in Group A, 22 patients (44 eyes) in Group B, and 9 patients (18 eyes) in Group C. MMP-1 (p = 0.014, Β = 0.118), MMP-2 (p ≤ 0.001, Β = 0.278), MMP-9 (p ≤ 0.001, Β = 0.019), and TIMP-1 (p = 0.014, Β = 0.062) in the AH were positively associated with the AL. MMP-1 (p = 0.004, Β = 0.001) and TIMP-1 (p = 0.030, Β = 1.171) concentrations in the PL increased linearly with longer ALs. No concentration-dependent relationship was found between MMP-2 in the PL and AL. Conclusions There was a consistent relationship between MMP-2 in the AH and AL. AL was not consistently or substantially affected by MMP-2 in the PL, indicating myopia formation was possibly a localized process. Associations among MMP-1, MMP-9, and TIMP-1 in the AH and AL were also observed.
Design And Develop Network Storage Virtualization By Using GNS3

Virtualization is an emerging and optimistic prospect in the IT industry. Its impact has a footprint widely in digital infrastructure. Many innovativeness sectors utilized the concept of virtualization to reduce the cost of frameworks. In this paper, we have designed and developed storage virtualization for physical functional solutions. It is an auspicious type of virtualization that is accessible, secure, scalable, and manageable. In the paper, we have proposed the pool storage method used the RAID-Z file system with the ZFS model which provides the duplication of site approach, compression blueprint, adequate backup methods, expansion in error-correcting techniques, and tested procedure on the real-time network location. Therefore, this study provides useful guidelines to design and develop optimized storage virtualization.
Precursor Lesions of Cholangiocarcinoma: A Clinicopathologic Review

Cholangiocarcinoma (CCA) develops through multistep carcinogenesis. During the past decades, 2 precursors have been proved to evolve to CCA. The 2 main precursor lesions of CCA are biliary intraepithelial neoplasia and intraductal papillary neoplasm of the bile duct. It is an interesting and relatively novel entity for the hepatobiliary surgeons, radiologists, oncologists, and pathologists. It worth being familiar with these 2 entities for better communication between pathologists, oncologists, and surgeons to improve the treatment and follow-up of these lesions, which can definitely decrease their evolvement to CCA as an aggressive, poor prognostic, and life-threatening cancer. In this narrative review, I collected and discussed all published studies about these 2 precursor lesions of CCA including radiologic, clinical, and pathological manifestation.
Deep Convolutional GANs for Car Image Generation

In this paper, we investigate the application of deep convolutional GANs on car image generation. We improve upon the commonly used DCGAN architecture by implementing Wasserstein loss to decrease mode collapse and introducing dropout at the end of the discrimiantor to introduce stochasticity. Furthermore, we introduce convolutional layers at the end of the generator to improve expressiveness and smooth noise. All of these improvements upon the DCGAN architecture comprise our proposal of the novel BoolGAN architecture, which is able to decrease the FID from 195.922 (baseline) to 165.966.
Variabilite mensuelle du zooplancton et de l'ichtyoplancton dans le golfe de Tunis

Monthly variability of zooplankton and ichthyoplankton in the Gulf of Tunis: Monthly variability of zooplankton and ichthyoplankton abundance and composition were studied in 6 stations in the Gulf of Tunis between February 2003 and January 2004. Plankton trawls were horizontal, in surface and at night. Study area seems to be influenced by climatic conditions and the outflow of Majreda River that affect the surface temperature and salinity. Copepods, with many abundance picks in the year, formed the most abundant group (84%) followed by cladocerans (8%) and chaetognaths (3%). The swarms of appendicularians, cladocerans and medusas then for zoe are in spring. The highest fish spawning periods was in summer then the highest larva abundance was in winter and summer.
Privacy at Facebook Scale

Content based data classification is an open challenge. Traditional Data Loss Prevention (DLP)-like systems solve this problem by fingerprinting the data in question and monitoring endpoints for the fingerprinted data. With trillions of constantly changing data assets in Facebook, this approach is both not scalable and ineffective in discovering what data is where. This paper is about an end-to-end system built to detect sensitive semantic types within Facebook at scale and enforce data retention and access controls automatically. The approach described here is our first end-to-end privacy system that attempts to solve this problem by incorporating data signals, machine learning, and traditional fingerprinting techniques to map out and classify all data within Facebook. The described system is in production achieving a 0.9+ average F2 scores across various privacy classes while handling trillions of data assets across dozens of data stores.
Research on the Use of Enzyme Proteolyitic Based Products in Salpingites, Peri and Parametritis Treatment in Cows

This paper aims to assess the opportunity of including in therapy protocols for localized puerperal affections with acute and subacute evolution in bovine species, of products containing proteolytic enzymes (alpha-chymotrypsin, trypsin and papain) in order to lyse the deposits of fibrin resulted from the performance of localized inflammatory processes. Research has been conducted on 180 cattle from three exploitations of intensive farming in the county Cluj-Napoca, diagnosed with localized puerperal disease (salpingitis, peri-and parametritis) with acute and subacute evolution. Protocol of administration of preparations containing proteolytic enzymes involves making three parenteral (IM) administrations, at 48 hours interval. Using proteolytic enzymes in the classical protocols of such therapy resulted in cure of disease, confirmed after transrectal ultrasound exam, followed by a gestation rate of 65% of cattle in the lot of research compared with a recovery of only 20% to the witness group.