138 research outputs found
Congruences of models of elliptic curves
Let O_K be a discrete valuation ring with field of fractions K and perfect
residue field. Let E be an elliptic curve over K, let L/K be a finite Galois
extension and let O_L be the integral closure of O_K in L. Denote by X' the
minimal regular model of E_L over O_L. We show that the special fibers of the
minimal Weierstrass model and the minimal regular model of E over O_K are
determined by the infinitesimal fiber X'_m together with the action of
Gal(L/K), when m is big enough (depending on the minimal discriminant of E and
the different of L/K).Comment: Minor changes.To appear in J. London Math. So
Orchard spray study: a prediction model of droplet deposition states on leaf surfaces
During air-assisted spraying operations in orchards, the interaction between the droplets and the target leaves has a decisive influence on the retention of the droplets on the leaves and the final deposition state. Based on the observation of the final deposition effect of the droplets in the spray test, the retention state of the droplets on the leaves is divided into three categories: uniform distribution (hereinafter referred to as uniform), accumulation, and loss. During the initial interaction between the droplets and the leaves, the adhesion or sliding state of the droplets has an important influence on the final deposition state of the droplets, which is determined by the target leaf adhesion work in this paper. Based on obtaining the characteristic parameters of the leaf surface, a theoretical model of adhesion work related to parameters such as the contact angle, rough factor, and initial ilt angle of the leaf is established. Afterward, through the connection of the droplet coverage on the macro level, the establishment of the deposition state model of the droplet group on the leaf is
completed. By conducting the experiment test based on the Box-Behnken design of response surface methodology (RSM), the droplet deposition states under the influence of the spray distance, fan outlet wind speed and droplet size were studied and compared with the predicted values. The test results show that the prediction accuracies of the three states of uniform, accumulation, and loss were 87.5%, 80%, and 100%, respectively. The results of the study indicate that the established prediction model can effectively predict the deposition states of droplets on leaves and provide a reference for the selection of spray operation parameters.Peer ReviewedPostprint (published version
Harrison center and products of sums of powers
This paper is mainly concerned with identities like where and are
systems of indeterminates and each is a linear form in with
coefficients in the rational function field \k (x) over any field \k of
characteristic or greater than These identities are higher degree
analogue of the well-known composition formulas of sums of squares of Hurwitz,
Radon and Pfister. We show that such composition identities of sums of powers
of degree at least are trivial, i.e., if then Our proof is
simple and elementary, in which the crux is Harrison's center theory of
homogeneous polynomials.Comment: 6 page
Study on Failure Length of Cementing Interface in Horizontal Wells During Fracturing
The cementing interface of oil and gas wells is often the weak link between oil and gas turbulence. Due to the low cementation strength at the fracturing interface, the two interfaces have been crushed to form turbulence channels before the target layer is opened during fracturing. If the closure is not good, there will be inter-layer channeling. Therefore, the pressure bearing capacity of the fracturing interface is an important indicator for designing the fracturing construction parameters. The pressure capacity of the two interfaces during the fracturing process is the key to evaluating the success of the fracturing construction. This paper establishes the calculation model for the stress distribution of horizontal wells in horizontal wells under the effect of non-uniform stress. At the same time, the influence of the pressure change in the wellbore during the fracturing process on the stress distribution in the borehole wall was analyzed. The calculation model of the interfacial stress distribution in the horizontal well during the fracturing process was established, and the debonding pressure and debonding length of the two interfaces under different cementing strengths were calculated. After the establishment of the horizontal well fracturing two interface crack propagation mechanics model, calculate the pressure required for cracks along the two interfaces to expand at different failure lengths
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
Recently, the development of large language models (LLMs) has attracted wide
attention in academia and industry. Deploying LLMs to real scenarios is one of
the key directions in the current Internet industry. In this paper, we present
a novel pipeline to apply LLMs for domain-specific question answering (QA) that
incorporates domain knowledge graphs (KGs), addressing an important direction
of LLM application. As a real-world application, the content generated by LLMs
should be user-friendly to serve the customers. Additionally, the model needs
to utilize domain knowledge properly to generate reliable answers. These two
issues are the two major difficulties in the LLM application as vanilla
fine-tuning can not adequately address them. We think both requirements can be
unified as the model preference problem that needs to align with humans to
achieve practical application. Thus, we introduce Knowledgeable Preference
AlignmenT (KnowPAT), which constructs two kinds of preference set called style
preference set and knowledge preference set respectively to tackle the two
issues. Besides, we design a new alignment objective to align the LLM
preference with human preference, aiming to train a better LLM for
real-scenario domain-specific QA to generate reliable and user-friendly
answers. Adequate experiments and comprehensive with 15 baseline methods
demonstrate that our KnowPAT is an outperforming pipeline for real-scenario
domain-specific QA with LLMs. Our code is open-source at
https://github.com/zjukg/KnowPAT.Comment: Work in progress. Code is available at
https://github.com/zjukg/KnowPA
Genomic and transcriptomic analyses reveal distinct biological functions for cold shock proteins (<i>Vpa</i>CspA and <i>Vpa</i>CspD) in <i>Vibrio parahaemolyticus</i> CHN25 during low-temperature survival
Abstract Background Vibrio parahaemolyticus causes serious seafood-borne gastroenteritis and death in humans. Raw seafood is often subjected to post-harvest processing and low-temperature storage. To date, very little information is available regarding the biological functions of cold shock proteins (CSPs) in the low-temperature survival of the bacterium. In this study, we determined the complete genome sequence of V. parahaemolyticus CHN25 (serotype: O5:KUT). The two main CSP-encoding genes (VpacspA and VpacspD) were deleted from the bacterial genome, and comparative transcriptomic analysis between the mutant and wild-type strains was performed to dissect the possible molecular mechanisms that underlie low-temperature adaptation by V. parahaemolyticus. Results The 5,443,401-bp V. parahaemolyticus CHN25 genome (45.2% G + C) consisted of two circular chromosomes and three plasmids with 4,724 predicted protein-encoding genes. One dual-gene and two single-gene deletion mutants were generated for VpacspA and VpacspD by homologous recombination. The growth of the ΔVpacspA mutant was strongly inhibited at 10 °C, whereas the VpacspD gene deletion strongly stimulated bacterial growth at this low temperature compared with the wild-type strain. The complementary phenotypes were observed in the reverse mutants (ΔVpacspA-com, and ΔVpacspD-com). The transcriptome data revealed that 12.4% of the expressed genes in V. parahaemolyticus CHN25 were significantly altered in the ΔVpacspA mutant when it was grown at 10 °C. These included genes that were involved in amino acid degradation, secretion systems, sulphur metabolism and glycerophospholipid metabolism along with ATP-binding cassette transporters. However, a low temperature elicited significant expression changes for 10.0% of the genes in the ΔVpacspD mutant, including those involved in the phosphotransferase system and in the metabolism of nitrogen and amino acids. The major metabolic pathways that were altered by the dual-gene deletion mutant (ΔVpacspAD) radically differed from those that were altered by single-gene mutants. Comparison of the transcriptome profiles further revealed numerous differentially expressed genes that were shared among the three mutants and regulators that were specifically, coordinately or antagonistically modulated by VpaCspA and VpaCspD. Our data also revealed several possible molecular coping strategies for low-temperature adaptation by the bacterium. Conclusions This study is the first to describe the complete genome sequence of V. parahaemolyticus (serotype: O5:KUT). The gene deletions, complementary insertions, and comparative transcriptomics demonstrate that VpaCspA is a primary CSP in the bacterium, while VpaCspD functions as a growth inhibitor at 10 °C. These results have improved our understanding of the genetic basis for low-temperature survival by the most common seafood-borne pathogen worldwide
Floral response to the Late Triassic Carnian Pluvial Episode
The Late Triassic Carnian Pluvial Episode (CPE; ca. 234–232 Ma) was characterized by dramatic global temperature and humidity increases, which in many terrestrial settings was accompanied by changes from arid to humid vegetation types. This study reviews current evidence of terrestrial floral composition and distribution during the CPE and analyzes spatial and temporal variation with relation to potential environmental driving mechanisms. Available evidence suggests the CPE was a globally significant event that triggered significant increases in the abundance of ferns and hygrophytes in terrestrial floras and freshwater algae in fluvial and lacustrine settings. These changes ended a long interval of relatively arid terrestrial climatic conditions since the early Triassic and are linked temporally with eruptions of the oceanic plateau Wrangellia Large Igneous Province (LIP). The massive release of greenhouse gasses including isotopically light CO2 during 3–4 distinct pulses of Wrangellia volcanism appears to have been the main driver of CPE climate change. Each pulse enhanced global atmospheric circulation and the hydrological cycle and resulted in changes from arid to humid conditions that affected floral abundance and composition. Higher terrestrial primary productivity in humid phases facilitated increased burial of terrestrial organic carbon and led to the recommencement of peat accumulation, ending the coal gap that had persisted since the earliest Triassic times. Enhanced movement of carbon from the atmosphere through the biosphere into the geosphere may have counteracted the warming effects of Wrangellia volcanic greenhouse gas emissions and ultimately led to the return of a steady climate state that terminated the warm and humid conditions of the CPE
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