In this work, we discuss an application of the "inverse problem" method to find the external trapping potential, which has particular N trapped soliton-like solutions of the Gross-Pitaevskii equation (GPE) also known as the cubic nonlinear Schrödinger equation (NLSE). This inverse method assumes particular forms for the trapped soliton wave function, which then determines the (unique) external (confining) potential. The latter renders these assumed waveforms exact solutions of the GPE (NLSE) for both attractive (g<0) and repulsive (g>0) self-interactions. For both signs of g, we discuss the stability with respect to self-similar deformations and translations. For g<0, a critical mass Mc or equivalently the number of particles for instabilities to arise can often be found analytically. On the other hand, for the case with g>0 corresponding to repulsive self-interactions which is often discussed in the atomic physics realm of Bose-Einstein condensates, the bound solutions are found to be always stable. For g<0, we also determine the critical mass numerically by using linear stability or Bogoliubov-de Gennes analysis, and compare these results with our analytic estimates. Various analytic forms for the trapped N-soliton solutions in one, two, and three spatial dimensions are discussed, including sums of Gaussians or higher-order eigenfunctions of the harmonic oscillator Hamiltonian.
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State Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, 710049, China.
An elastocaloric thermal battery based on generative learning-designed phase-change alloys is developed to facilitate the efficient recycling of low-temperature waste heat. This battery stores thermal energy as latent heat in a phase-change alloy and releases it on demand through applied stress at ambient temperature. Alloy compositions and corresponding processing parameters, tailored to desired transformation characteristics, are efficiently discovered through a generative learning-enabled inverse design framework, which converts the hand-drawn target heat flow curve into tangible compositional and processing designs.
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Key Laboratory of Basic and Application Research of Beiyao, Ministry of Education, Heilongjiang University of Chinese Medicine, Harbin, 150040, China.
Comprehending the interplay between the microbial communities of bulk soil (BS) and rhizosphere soil (RS) holds crucial significance in maintaining soil health and fertility, as well as enhancing crop quality. Our research focused on examining these microbial communities in BS and RS of Acanthopanax senticosus, along with their correlation with soil nutrients, across three distinct habitats in Yichun, Heilongjiang Province. To achieve this, we employed high-throughput sequencing technology, specifically targeting the 16S and amplicon regions.
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Belgian Nuclear Research Centre (SCK CEN), Institute for Nuclear Materials Science, Boeretang 200, Mol B-2400, Belgium.
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Inflammatory cytokines are key indicators affecting the development of ulcers of lower limb. The causal role of inflammatory cytokines in ulcers of lower limb and whether this can be mediated by metabolites remain unknown. We conducted a two-step, two-sample Mendelian randomization (MR) study to investigate the causal effect of inflammatory cytokines on ulcers of lower limb and the mediating role of metabolites in the association between inflammatory cytokines and ulcers of lower limb.
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