1,563 research outputs found
Shear viscosity coefficient of magnetized QCD medium with anomalous magnetic moments near chiral phase transition
We study the properties of the shear viscosity coefficient of quark matter
near the chiral phase transition at finite temperature and chemical potential,
and the kinds of high temperature, high density and strong magnetic field
background might be generated by high-energy heavy ion collisions. The strong
magnetic field induces anisotropy, that is, the quantization of Landau energy
levels in phase space. If the magnetic field is strong enough, it will
interfere with significant QCD phenomena, such as the generation of dynamic
quark mass, which may affect the transport properties of quark matter. The
inclusion of the anomalous magnetic moments (AMM) of the quarks at finite
density into the NJL model gives rise to additional spin polarization magnetic
effects. As the inclusion of AMM of the quarks leads to inverse magnetic
catalysis around the transition temperature, we will systematically study the
thermodynamic phase transition characteristics of shear viscosity coefficient
in QCD media near the phase boundary. The shear viscosity coefficient of the
dissipative fluid system can be decomposed into five different components as
the strong magnetic field exists. The influences of the order of chiral phase
transition and the critical endpoint on dissipative phenomena in such a
magnetized medium are quantitatively investigated. It is found that
, , , and all increase with
temperature. For first-order phase transitions, , ,
, and exhibit discontinuous characteristics.Comment: 22 pages, 10 figure
2-Anilino-4,6-dimethylpyrimidinium chloroacetate
In the crystal structure of the title compound, C12H14N3
+·C2H2ClO2
−, the chloroacetate anion is linked to the N-(4,6-dimethylpyrimidin-2-yl)aniline cation by N—H⋯O hydrogen bonding. Within the cation, the pyrimidine ring is twisted with respect to the phenyl ring by a dihedral angle of 7.59 (4)°
Controlling Text-to-Image Diffusion by Orthogonal Finetuning
Large text-to-image diffusion models have impressive capabilities in
generating photorealistic images from text prompts. How to effectively guide or
control these powerful models to perform different downstream tasks becomes an
important open problem. To tackle this challenge, we introduce a principled
finetuning method -- Orthogonal Finetuning (OFT), for adapting text-to-image
diffusion models to downstream tasks. Unlike existing methods, OFT can provably
preserve hyperspherical energy which characterizes the pairwise neuron
relationship on the unit hypersphere. We find that this property is crucial for
preserving the semantic generation ability of text-to-image diffusion models.
To improve finetuning stability, we further propose Constrained Orthogonal
Finetuning (COFT) which imposes an additional radius constraint to the
hypersphere. Specifically, we consider two important finetuning text-to-image
tasks: subject-driven generation where the goal is to generate subject-specific
images given a few images of a subject and a text prompt, and controllable
generation where the goal is to enable the model to take in additional control
signals. We empirically show that our OFT framework outperforms existing
methods in generation quality and convergence speed.Comment: NeurIPS 2023 (43 pages, 34 figures, project page:
https://oft.wyliu.com/
Supramolecular assemblies constructed from inverted cucurbit[7]uril and lanthanide cations: synthesis, structure and sorption properties
The interaction of a series of lanthanide cations (Ln³⁺) with inverted cucurbit[7]uril (iQ[7]) in the presence of [ZnCl₄]²⁻ anions as a structure-directing agent have been investigated. Single-crystal X-ray diffraction analysis has revealed that the [ZnCl₄]²⁻ anions surround the iQ[7] molecules via the outer surface interactions of iQ[7]. This results in the formation of honeycomb-like frameworks, and ultimately linear supramolecular chains of iQ[7] in which Ln³⁺ cations occupy voids within the framework. Moreover, these iQ[7]/Ln³⁺-based supramolecular assemblies exhibit excellent thermal stability as well as permanent porosity, and in one case screening revealed a high CH₃OH uptake capacity compared with other porous organic materials assembled solely through hydrogen bonding under ambient conditions
Molecules in the peculiar age-defying source IRAS 19312+1950
Context. IRAS 19312+1950 is an isolated infrared source that exhibits a
characteristic quasi-point-symmetric morphology in the near- and mid-infrared
images and is also very bright in molecular radio lines. Because of its unique
observational characteristics, various observational studies have been
conducted and several hypotheses have been proposed regarding its origin, which
is still unclear. So far, it has been suggested that it could be a peculiar
evolved star, a young stellar object, or even a red nova remnant. Regardless of
which type of object it is ultimately classified as, IRAS 19312+1950 is
exceptionally bright in the infrared and molecular radio lines and therefore
will undoubtedly be crucial as a prototype of this kind of object having a
peculiar nature or unusual evolutionary phase.
Aims. This study aims to reveal the molecular composition of the central part
of IRAS 19312+1950 by performing an unbiased molecular radio line survey and
discussing the origin of the object from a molecular chemical point of view.
Methods. We carried out a spectral line survey with the IRAM 30 m telescope
towards the center of IRAS 19312+1950 in the 3 and 1.3 mm windows.
Results. In total, 28 transition lines of 22 molecular species and those
isotopologues are detected towards IRAS 19312+1950, some of which exhibit a
broad and a narrow components. Seventeen thermal lines and 1 maser line are
newly detected. The molecular species of CO, SiO, HNC,
HCO, HCO, and -CH are detected for the first
time in this object.
Conclusions. Our results, in combination with previous studies, favor the
hypothesis that IRAS 19312+1950 might be a red nova remnant, in which the
progenitors that merged to become a red nova may have contained at least two
evolved stars with oxygen-rich and carbon-rich chemistry, respectively.Comment: 30 pages, 24 figures, accepted for publication in A&
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
Large foundation models are becoming ubiquitous, but training them from
scratch is prohibitively expensive. Thus, efficiently adapting these powerful
models to downstream tasks is increasingly important. In this paper, we study a
principled finetuning paradigm -- Orthogonal Finetuning (OFT) -- for downstream
task adaptation. Despite demonstrating good generalizability, OFT still uses a
fairly large number of trainable parameters due to the high dimensionality of
orthogonal matrices. To address this, we start by examining OFT from an
information transmission perspective, and then identify a few key desiderata
that enable better parameter-efficiency. Inspired by how the Cooley-Tukey fast
Fourier transform algorithm enables efficient information transmission, we
propose an efficient orthogonal parameterization using butterfly structures. We
apply this parameterization to OFT, creating a novel parameter-efficient
finetuning method, called Orthogonal Butterfly (BOFT). By subsuming OFT as a
special case, BOFT introduces a generalized orthogonal finetuning framework.
Finally, we conduct an extensive empirical study of adapting large vision
transformers, large language models, and text-to-image diffusion models to
various downstream tasks in vision and language.Comment: Technical Report (33 pages, 18 figures
Mitigation of chronic unpredictable stress–induced cognitive deficits in mice by Lycium barbarum L (Solanaceae) polysaccharides
Purpose: To investigate the neuroprotective effects of Lycium barbarum polysaccharide (LBP) against concomitant cognitive dysfunction and changes in hippocampal CREB-BDNF signaling pathway in chronically unpredictable stressed mice.Methods: The mice were subjected to different unpredictable stressors for a period of 4 weeks. Behavioral tests, including open field (OFT) and Morris water maze (MWMT) tests were used to evaluate pharmacological effects. Serum corticosterone levels, protein expression level of BDNF and pCREB/CREB in hippocampus were assessed by ELISA, Western blot and immunohistochemistry methods, respectively. Morphological changes in pyramidal neurons in the hippocampus were studied by Nissl staining.Results: LBP improved mice performance in MWMT, indicating that it reversed chronic unpredictable stress (CUS)-induced cognitive deficits. LBP treatment reduced serum corticosterone levels and prevented neuron loss in the hippocampus. It maintained expression levels of BDNF and phosphorylation of CREB in hippocampus during CUS procedure.Conclusion: Lycium barbarum polysaccharide protects CREB-BDNF signaling pathway in hippocampus and relieves CUS-induced cognitive deficits. These results suggest that Lycium barbarum polysaccharides is potentially an alternative neuro-protective agent against stress-induced psychopathological dysfunction.Keywords: Lycium barbarum, Polysaccharide, Chronic unpredictable stress, Cognitive deficits, Brainderived neurotrophic factor, Calcium/cyclic-AMP responsive binding protei
A single-arm phase II clinical trial of anlotinib combined with chemotherapy for the treatment of metastatic triple-negative breast cancer
BackgroundAnlotinib is a novel oral small-molecule tyrosine kinase inhibitor (TKI), which can inhibit angiogenesis. The purpose of this study was to evaluate the efficacy and safety of anlotinib combined with chemotherapy in patients with metastatic triple-negative breast cancer (TNBC).MethodsThis phase II clinical trial included 40 patients with metastatic TNBC who had previously received anthracycline and/or taxane treatment. All patients received anlotinib combined with chemotherapy. The primary endpoint was progression-free survival (PFS). The secondary endpoints included overall survival (OS), objective response rate (ORR), clinical benefit rate (CBR), disease control rate (DCR) and safety.ResultsDuring May 1, 2019 and April 30, 2022, there were 40 patients enrolled in this study. The median PFS and median OS were 8.8 months (95% confidence interval [CI] 6.5-11.1 months) and 19.0 months (95% CI, 12.1–25.9 months), respectively. The ORR, CBR and DCR were 40.0% (16/40), 85.0% (34/40) and 95.0% (38/40), respectively. Cox univariate and multivariate analyses demonstrated that having more than 3 metastatic sites (p = 0.001; p = 0.020) was an independent and meaningful unfavorable prognostic factor for PFS. 37.5% of patients had grade 3 to 4 treatment-related adverse events (TRAEs). The grade 3 to 4 TRAEs included neutropenia (22.5%), leukopenia (20.0%), secondary hypertension (10.0%), hand-foot syndrome (5.0%), vomiting (5.0%), proteinuria (5.0%) and thrombocytopenia (2.5%). None of the patients withdrew from the study or died due to TRAEs.ConclusionIn this single-arm study, the treatment of metastatic TNBC with anlotinib combined with chemotherapy showed certain efficacy, and its toxicity was acceptable
Bardoxolone methyl induces apoptosis and autophagy and inhibits epithelial-to-mesenchymal transition and stemness in esophageal squamous cancer cells
Natural and synthetic triterpenoids have been shown to kill cancer cells via multiple mechanisms. The therapeutic effect and underlying mechanism of the synthetic triterpenoid bardoxolone methyl (C-28 methyl ester of 2-cyano-3,12-dioxoolean-1,9-dien-28-oic acid; CDDO-Me) on esophageal cancer are unclear. Herein, we aimed to investigate the anticancer effects and underlying mechanisms of CDDO-Me in human esophageal squamous cell carcinoma (ESCC) cells. Our study showed that CDDO-Me suppressed the proliferation and arrested cells in G2/M phase, and induced apoptosis in human ESCC Ec109 and KYSE70 cells. The G2/M arrest was accompanied with upregulated p21Waf1/Cip1 and p53 expression. CDDO-Me significantly decreased B-cell lymphoma-extra large (Bcl-xl), B-cell lymphoma 2 (Bcl-2), cleaved caspase-9, and cleaved poly ADP ribose polymerase (PARP) levels but increased the expression level of Bcl-2-associated X (Bax). Furthermore, CDDO-Me induced autophagy in both Ec109 and KYSE70 cells via suppression of the phosphoinositide 3-kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR) signaling pathway. There were interactions between the autophagic and apoptotic pathways in Ec109 and KYSE70 cells subject to CDDO-Me treatment. CDDO-Me also scavenged reactive oxygen species through activation of the nuclear factor (erythroid-derived 2)-related factor 2 (Nrf2) pathway in Ec109 and KYSE70 cells. CDDO-Me inhibited cell invasion, epithelial-mesenchymal transition, and stemness in Ec109 and KYSE70 cells. CDDO-Me significantly downregulated E-cadherin but upregulated Snail, Slug, and zinc finger E-box-binding homeobox 1 (TCF-8/ZEB1) in Ec109 and KYSE70 cells. CDDO-Me significantly decreased the expression of octamer-4, sex determining region Y-box 2 (Sox-2), Nanog, and B lymphoma Mo-MLV insertion region 1 homolog (Bmi-1), all markers of cancer cell stemness, in Ec109 and KYSE70 cells. Taken together, these results indicate that CDDO-Me is a promising anticancer agent against ESCC. Further studies are warranted to explore the molecular targets, efficacy and safety of CDDO-Me in the treatment of ESCC
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