441 research outputs found
Six pieces of evidence against the corotation enforcement theory to explain the main aurora at Jupiter
The most remarkable feature of the ultraviolet auroras at Jupiter is the ever
present and almost continuous curtain of bright emissions centered on each
magnetic pole and called the main emissions. According to the classical theory,
it results from an electric current loop transferring momentum from the Jovian
ionosphere to the magnetospheric plasma. However, predictions based on these
mainstream models have been recently challenged by observations from Juno and
the Hubble Space Telescope. Here we review the main contradictory observations,
expose their implications for the theory and discuss promising paths forward.Comment: 12 pages, 1 figure submitted to Journal of Geophysical Research -
Space Physic
Development of nanowire structures on 2d and 3d substrates for pool boiling heat transfer enhancement
Boiling is a common mechanism for liquid-vapor phase transition and is widely exploited in power generation, refrigeration and many other systems. The efficacy of boiling heat transfer is characterized by two parameters: (a) heat transfer coefficient (HTC) or the thermal conductance; (b) the critical heat flux (CHF). Increasing the CHF and the HTC has significant impacts on system-level energy efficiency, safety and cost. As the surface modification at nano-scale has proven to be an effective approach to improve pool boiling heat transfer, the enhancement due to combination of nanomaterials with micro-scale structures on boiling heat transfer is an area of current interest. In this study, metallic- and semiconductor- material based nanowire structures were fabricated and studied for boiling enhancement. A new technique is developed to directly grow Cu nanowire (CuNW) on Si substrate with electro-chemical deposition, and to produce height-controlled hydrophilic nanowired surfaces. Using a two-step electroless etching process, silicon nanowire (SiNW) have been selectively fabricated on top, bottom, and sidewall surfaces of silicon microchannels. An array of the SiNW coated microchannels functioned as a heat sink and was investigated for its pool boiling performance with water. This microchannel heat sink yielded superior boiling performance compared to a sample substrate with only microchannels and a plain substrate with nanowires. The enhancement was associated with the area covered by SiNWs. The sidewalls with SiNWs greatly affected bubble dynamics, resulting in a significant performance enhancement. The maximum heat flux of the microchannel with SiNW on all surfaces was improved by 150% over the microchannel-only heat sink and by more than 400% over a plain silicon substrate. These results provide a viable solution to meet the demands for dissipating a high heat transfer rate in a compact space, with additional insight gained into the boiling mechanism for the microchannel heat sinks with nanostructures
ERStruct: An Eigenvalue Ratio Approach to Inferring Population Structure from Sequencing Data
Inference of population structure from genetic data plays an important role
in population and medical genetics studies. The traditional EIGENSTRAT method
has been widely used for computing and selecting top principal components that
capture population structure information (Price et al., 2006). With the
advancement and decreasing cost of sequencing technology, whole-genome
sequencing data provide much richer information about the underlying population
structures. However, the EIGENSTRAT method was originally developed for
analyzing array-based genotype data and thus may not perform well on sequencing
data for two reasons. First, the number of genetic variants is much larger
than the sample size in sequencing data such that the sample-to-marker
ratio is nearly zero, violating the assumption of the Tracy-Widom test
used in the EIGENSTRAT method. Second, the EIGENSTRAT method might not be able
to handle the linkage disequilibrium (LD) well in sequencing data. To resolve
those two critical issues, we propose a new statistical method called ERStruct
to estimate the number of latent sub-populations based on sequencing data. We
propose to use the ratio of successive eigenvalues as a more robust testing
statistic, and then we approximate the null distribution of our proposed test
statistic using modern random matrix theory. Simulation studies found that our
proposed ERStruct method has outperformed the traditional Tracy-Widom test on
sequencing data. We further use two public data sets from the HapMap 3 and the
1000 Genomes Projects to demonstrate the performance of our ERStruct method. We
also implement our ERStruct in a MATLAB toolbox which is now publicly available
on github through https://github.com/bglvly/ERStruct
Optical Remote Sensing of Planetary Space Environment
Planetary science is the scientific investigations of the basic characteristics and the formation and evolution processes of the planets, moons, comets, asteroids and other minor bodies of the solar system, the exoplanets, and the planetary systems. Planetary scientific research mainly depends on deep space exploration, and it is highly interdisplinary and is built from Earth science, space science, astronomy and other relevant disciplines. Planetary space, a critical region of mass and energy exchange between the planet and the interplanetary space, is an integral part of the planetary multi-layer coupling system. Atmospheres of different compositions and plasmas of different densities and energies exist in planetary space, where mass transportation at different temporal and spatial scales and various energy deposition and dissipation processes occur. Optical remote sensing overcomes the difficulties of capturing global views and distinguishing spatiotemporal variations in in-situ particle and field detections. This chapter introduces the principles and applications of optical remote sensing in planetary science. The first ground-based planetary observatory in China, the Lenghu Observation Center for Planetary Sciences, will be introduced in detail. Future development of optical remote sensing platforms in Chinese planetary exploration program will also be introduced
Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers
High-quality panoramic images with a Field of View (FoV) of 360-degree are
essential for contemporary panoramic computer vision tasks. However,
conventional imaging systems come with sophisticated lens designs and heavy
optical components. This disqualifies their usage in many mobile and wearable
applications where thin and portable, minimalist imaging systems are desired.
In this paper, we propose a Panoramic Computational Imaging Engine (PCIE) to
address minimalist and high-quality panoramic imaging. With less than three
spherical lenses, a Minimalist Panoramic Imaging Prototype (MPIP) is
constructed based on the design of the Panoramic Annular Lens (PAL), but with
low-quality imaging results due to aberrations and small image plane size. We
propose two pipelines, i.e. Aberration Correction (AC) and Super-Resolution and
Aberration Correction (SR&AC), to solve the image quality problems of MPIP,
with imaging sensors of small and large pixel size, respectively. To provide a
universal network for the two pipelines, we leverage the information from the
Point Spread Function (PSF) of the optical system and design a PSF-aware
Aberration-image Recovery Transformer (PART), in which the self-attention
calculation and feature extraction are guided via PSF-aware mechanisms. We
train PART on synthetic image pairs from simulation and put forward the PALHQ
dataset to fill the gap of real-world high-quality PAL images for low-level
vision. A comprehensive variety of experiments on synthetic and real-world
benchmarks demonstrates the impressive imaging results of PCIE and the
effectiveness of plug-and-play PSF-aware mechanisms. We further deliver
heuristic experimental findings for minimalist and high-quality panoramic
imaging. Our dataset and code will be available at
https://github.com/zju-jiangqi/PCIE-PART.Comment: The dataset and code will be available at
https://github.com/zju-jiangqi/PCIE-PAR
Fluorination-induced magnetism in boron nitride nanotubes from ab initio calculations
Ab initio calculations were conducted to investigate the electronic structures and magnetic properties of fluorinated boron nitride nanotube (F-BNNT). It was found that the chemisorption of F atoms on the B atoms of BNNT can induce spontaneous magnetization, whereas no magnetism can be produced when the B and N atoms are equally fluorinated. This provides a different approach to tune the magnetic properties of BNNTs as well as a synthetic route toward metal-free magnetic materials.<br /
Variation of the Jovian Magnetopause Under Constant Solar Wind Conditions: Significance of Magnetodisc Dynamics
It is generally believed that variations in the upstream solar wind (SW) and interplanetary magnetic field (IMF) conditions are the main cause of changes of Jupiter's magnetopause (JM) location. However, most previous pressure balance models for the JM are axisymmetric and do not consider internal drivers, for example, the dynamics of the magnetodisc. We use three-dimensional global magnetosphere simulations to investigate the variation of the JM under constant SW/IMF conditions. These simulations show that even without variations in the upstream driving conditions, the JM can exhibit dynamic variations, suggesting a range as large as 50 Jupiter radii in the subsolar location. Our study shows that the interchange structures in the Jovian magnetodisc will introduce significant radial dynamic pressure, which can drive significant variation in the JM location. The results provide important new context for interpreting the JM location and dynamics, with key implications for other internally mass-loaded and/or rapidly rotating systems
Observations of Continuous Quasiperiodic Auroral Pulsations on Saturn in High Time-Resolution UV Auroral Imagery
Saturn's aurora represents the ionospheric response to plasma processes occurring in the planet's entire magnetosphere. Short-lived ∼1-hr quasiperiodic high-energy electron injections, frequently observed in in situ particle and radio measurements, should therefore entail an associated flashing auroral signature. This study uses high time-resolution ultraviolet (UV) auroral imagery from the Cassini spacecraft to demonstrate the continuous occurrence of such flashes in Saturn's northern hemisphere and investigate their properties. We find that their recurrence periods of order 1 hr and preferential occurrence near dusk match well with previous observations of electron injections and related auroral hiss features. A large spread in UV auroral emission power, reaching more than 50% of the total auroral power, is observed independent of the flash locations. Based on an event observed both by the Hubble Space Telescope and the Cassini spacecraft, we propose that these auroral flashes are not associated with low-frequency waves and instead directly caused by recurrent small-scale magnetodisc reconnection on closed field lines. We suggest that such reconnection processes accelerate plasma planetward of the reconnection site toward the ionosphere inducing transient auroral spots while the magnetic field rapidly changes from a bent-back to a more dipolar configuration. This manifests as a sawtooth-shaped discontinuity observed in magnetic field data and indicates a release of magnetospheric energy through plasmoid release
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