This section outlines the thermal and electrochemical models that constitute the proposed cascaded framework. The derivation begins with the multi-layer thermal model, which captures the temperature dynamics of each internal component within the…
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Synthetic nano-kirigami with high deformability for reconfigurable information displays
Concept of synthetic nano-kirigami
The deformation ability of mechanical structures is significantly influenced by their geometrical designs, besides the intrinsic material properties. The design determines overall structural stiffness, affecting…
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Physics-informed neural operators for generalizable and label-free inference of temperature-dependent thermoelectric properties
Problem formulation
The steady-state behavior of TE materials is governed by the conservation of electric charge and energy35:
$$\nabla \cdot{\boldsymbol{J}}=0$$
(1)
$$\nabla…
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Scientists discover new dinosaur species with ‘eye-catching sail used for mating’
A new species of dinosaur has been discovered which had an “eye-catching sail” along its…
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Optical soliton solutions, dynamical and sensitivity analysis for fractional perturbed Gerdjikov–Ivanov equation
In this section, we will discuss the dynamical behavior through bifurcation and sensitivity.
Bifurcation analysis
From (18), we can write as
$$\begin{aligned} F^{”}=\frac{\alpha _1\kappa ^2+\alpha _4\kappa -\kappa \omega }{\alpha…
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Developing new machine-learning intelligent models to predict the excavation-tunnel displacements
Definition of the artificial neural network (ANN)-base model
Artificial neural networks (ANNs) were chosen as the core algorithm for developing the intelligent prediction model due to their exceptional capacity for modeling complex, nonlinear…
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Investigating metabolic changes in single embryos during early development in Drosophila
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This is a summary of: Pérez-Mojica, J. E. et al. Resolving early embryonic metabolism in Drosophila through…
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A nomogram for predicting non-curative resection in patients with early gastric cancer based on white light imaging
ESD possesses multiple advantages compared to gastrectomy, including a shorter hospital stay, fewer complications, higher overall survival and decreased overall postoperative morbidity. However, additional surgery resulting from NCR still poses a…
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α-Ketoglutarate dictates AMPK protein synthesis for energy sensing in human cancers
α-KG deficiency sensitizes cancer cells to energy stress
Intracellular α-KG abundance can be controlled by GDH1 in certain cancer cells, as previously reported19,21,22. We knocked down GDH1 in different liver (Huh7 and Hep3B) and lung (H1299 and…
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