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Correction: News and Views (7&8) 更正:新闻与观点 (7&8)
Pub Date : 2024-09-26 DOI: 10.1007/s43673-024-00130-w
AAPPS Bulletin
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引用次数: 0
Deep learning-driven evaluation and prediction of ion-doped NASICON materials for enhanced solid-state battery performance 深度学习驱动的离子掺杂 NASICON 材料评估和预测,提高固态电池性能
Pub Date : 2024-09-17 DOI: 10.1007/s43673-024-00131-9
Zirui Zhao, Xiaoke Wang, Si Wu, Pengfei Zhou, Qian Zhao, Guanping Xu, Kaitong Sun, Hai-Feng Li

NASICON (Na(_{1+x})Zr(_2)Si(_x)P(_{3-x})O(_{12})) is a well-established solid-state electrolyte, renowned for its high ionic conductivity and excellent chemical stability, rendering it a promising candidate for solid-state batteries. However, the intricate influence of ion doping on their performance has been a central focus of research, with existing studies often lacking comprehensive evaluation methods. This study introduces a deep-learning-based approach to efficiently evaluate ion-doped NASICON materials. We developed a convolutional neural network (CNN) model capable of predicting the performance of various ion-doped NASICON compounds by leveraging extensive datasets from prior experimental investigation. The model demonstrated high accuracy and efficiency in predicting ionic conductivity and electrochemical properties. Key findings include the successful synthesis and validation of three NASICON materials predicted by the model, with experimental results closely matching the model’s predictions. This research not only enhances the understanding of ion-doping effects in NASICON materials but also establishes a robust framework for material design and practical applications. It bridges the gap between theoretical predictions and experimental validations.

Graphical Abstract

NASICON(Na(_{1+x})Zr(_2)Si(_x)P(_{3-x})O(_{12})是一种成熟的固态电解质,以其高离子传导性和出色的化学稳定性而闻名,是固态电池的理想候选材料。然而,离子掺杂对其性能的复杂影响一直是研究的重点,现有研究往往缺乏全面的评估方法。本研究介绍了一种基于深度学习的方法,用于高效评估离子掺杂的 NASICON 材料。我们开发了一个卷积神经网络(CNN)模型,该模型能够利用先前实验调查中的大量数据集预测各种离子掺杂 NASICON 化合物的性能。该模型在预测离子电导率和电化学性质方面表现出很高的准确性和效率。主要研究成果包括成功合成并验证了模型预测的三种 NASICON 材料,实验结果与模型预测结果非常吻合。这项研究不仅加深了人们对 NASICON 材料中离子掺杂效应的理解,还为材料设计和实际应用建立了一个稳健的框架。它在理论预测和实验验证之间架起了一座桥梁。
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引用次数: 0
Yemilab, a new underground laboratory in Korea 耶米实验室,韩国新的地下实验室
Pub Date : 2024-09-16 DOI: 10.1007/s43673-024-00132-8
Yeongduk Kim, Hyun Su Lee

In September 2022, Yemilab, a new underground laboratory, was finally completed in Jeongseon, Gangwon Province, South Korea. Situated at a depth of 1000 m, it boasts an exclusive experimental area of 3000 m2. Currently, preparations are in progress for the AMoRE-II experiment, which aims to investigate neutrinoless double beta decay, as well as for the COSINE-100 upgrade (COSINE-100U), a direct dark matter detection experiment. Both experiments are scheduled to commence in the second quarter of 2024 at Yemilab. Furthermore, the facility encompasses a cylindrical pit, approximately 6300 m3 in volume, designed to serve as a multipurpose laboratory. This laboratory will facilitate next-generation experiments focusing on neutrinos, dark matter, and related areas of research. This article presents a detailed overview of Yemilab’s construction, infrastructure, and its pivotal physics programs.

2022 年 9 月,位于韩国江原道旌善市的新型地下实验室 Yemilab 终于竣工。该实验室位于地下 1000 米深处,拥有 3000 平方米的专属实验区。目前,旨在研究无中子双贝塔衰变的 AMoRE-II 实验和直接暗物质探测实验 COSINE-100 升级版(COSINE-100U)的准备工作正在进行之中。这两项实验计划于 2024 年第二季度在耶米拉布启动。此外,该设施还包括一个容积约为 6300 立方米的圆柱形坑,设计用作多功能实验室。该实验室将为侧重于中微子、暗物质和相关研究领域的下一代实验提供便利。本文详细介绍了耶米实验室的建设、基础设施及其关键物理项目。
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引用次数: 0
From the quantum breakdown model to the lattice gauge theory 从量子击穿模型到晶格规理论
Pub Date : 2024-08-26 DOI: 10.1007/s43673-024-00128-4
Yu-Min Hu, Biao Lian

The one-dimensional quantum breakdown model, which features spatially asymmetric fermionic interactions simulating the electrical breakdown phenomenon, exhibits an exponential U(1) symmetry and a variety of dynamical phases including many-body localization and quantum chaos with quantum scar states. We investigate the minimal quantum breakdown model with the minimal number of on-site fermion orbitals required for the interaction and identify a large number of local conserved charges in the model. We then reveal a mapping between the minimal quantum breakdown model in certain charge sectors and a quantum link model which simulates the U(1) lattice gauge theory and show that the local conserved charges map to the gauge symmetry generators. A special charge sector of the model further maps to the PXP model, which shows quantum many-body scars. This mapping unveils the rich dynamics in different Krylov subspaces characterized by different gauge configurations in the quantum breakdown model.

一维量子击穿模型具有模拟电击穿现象的空间不对称费米子相互作用,表现出指数 U(1) 对称性和多种动力学阶段,包括多体局域化和量子痕态的量子混沌。我们利用相互作用所需的最少现场费米子轨道来研究最小量子击穿模型,并在模型中识别出大量局部守恒电荷。然后,我们揭示了最小量子击穿模型在某些电荷扇区与模拟 U(1) 格规理论的量子链路模型之间的映射,并证明了局部守恒电荷映射到了格规对称发电机。该模型的一个特殊电荷扇区进一步映射到 PXP 模型,显示出量子多体痕。这一映射揭示了量子击穿模型中以不同规配置为特征的不同克雷洛夫子空间的丰富动力学。
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引用次数: 0
Progress in acoustic measurements and geoacoustic applications 声学测量和地质声学应用方面的进展
Pub Date : 2024-08-21 DOI: 10.1007/s43673-024-00127-5
Lin Fa, Huiting Yang, Yuxiao Fa, Shuangshuang Meng, Jurong Bai, Yandong Zhang, Xiangrong Fang, Xiao Zou, Xinhao Cui, Yanli Wang, Meishan Zhao

Geoacoustic exploration is a rapidly evolving field investigating underground rock formations and sediment environments through acoustic waves. In this paper, we present a review of recent research progress, focusing on newly discovered physical phenomena, such as the reflection and refraction of acoustic waves at the interface between anisotropic rocks and between liquid and solid, the characteristics of electric-acoustic (and acoustic-electric) conversion of piezoelectric transducers, the physical mechanism of acoustic wave propagation in viscous media, and the generation of intrinsic noise. We developed new physical models, introduced a parallel transmission network describing piezoelectric transducers for electric-acoustic (and acoustic-electric) energy transfer, and derived new formulations and algorithms associated with the latest model. We will discuss the potential of abnormal incidence angle, acoustic attenuation, and acoustic Goos-Hänchen effect and propose a method of inversion of formation reflection coefficient using logging and seismic data acquired from anisotropic rocks with dip angle. We will also discuss the physical mechanism and potential applications of the intrinsic noise generated inside viscous solid media. Finally, we introduce a parallel/series lumped vibrational transmission network, explain the acoustic measurement process, and discuss applications of the Kaiser effect in petroleum engineering.

地质声学勘探是一个通过声波研究地下岩层和沉积环境的快速发展领域。在本文中,我们回顾了近期的研究进展,重点关注新发现的物理现象,如声波在各向异性岩石之间以及液体和固体之间界面的反射和折射、压电换能器的电声(和声电)转换特性、声波在粘性介质中传播的物理机制以及本征噪声的产生。我们开发了新的物理模型,引入了描述压电换能器电-声(和声-电)能量转移的并行传输网络,并推导出与最新模型相关的新公式和算法。我们将讨论异常入射角、声学衰减和声学 Goos-Hänchen 效应的潜力,并提出一种利用从各向异性岩石获取的带有倾角的测井和地震数据反演地层反射系数的方法。我们还将讨论粘性固体介质内部产生的本征噪声的物理机制和潜在应用。最后,我们将介绍并联/串联块状振动传输网络,解释声学测量过程,并讨论凯撒效应在石油工程中的应用。
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引用次数: 0
Encircling the Liouvillian exceptional points: a brief review 环绕柳维亚例外点:简要回顾
Pub Date : 2024-08-20 DOI: 10.1007/s43673-024-00129-3
Konghao Sun, Wei Yi

Exceptional points are the branch-point singularities of non-Hermitian Hamiltonians and have rich consequences in open-system dynamics. While the exceptional points and their critical phenomena are widely studied in the non-Hermitian settings without quantum jumps, they also emerge in open quantum systems depicted by the Lindblad master equations, wherein they are identified as the degeneracies in the Liouvillian eigenspectrum. These Liouvillian exceptional points often have distinct properties compared to their counterparts in non-Hermitian Hamiltonians, leading to fundamental modifications of the steady states or the steady-state-approaching dynamics. Since the Liouvillian exceptional points widely exist in quantum systems such as the atomic vapors, superconducting qubits, and ultracold ions and atoms, they have received increasing amount of attention of late. Here, we present a brief review on an important aspect of the dynamic consequence of Liouvillian exceptional points, namely the chiral state transfer induced by the parametric encircling the Liouvillian exceptional points. Our review focuses on the theoretical description and experimental observation of the phenomena in atomic systems that are experimentally accessible. We also discuss the ongoing effort to unveil the collective dynamic phenomena close to the Liouvillian exceptional points, as a consequence of the many-body effects therein. Formally, these phenomena are the quantum-many-body counterparts to those in classical open systems with nonlinearity, but hold intriguing new potentials for quantum applications.

例外点是非赫米蒂哈密顿的支点奇点,在开放系统动力学中具有丰富的后果。异常点及其临界现象在无量子跃迁的非ermitian 环境中被广泛研究,而在林德布拉德主方程描述的开放量子系统中也出现了异常点,它们被确定为 Liouvillian 特征谱中的退行性。与非赫米蒂汉密尔顿方程中的对应点相比,这些 Liouvillian 异常点通常具有独特的性质,从而导致稳态或接近稳态的动力学发生根本性的改变。由于Liouvillian异常点广泛存在于原子蒸气、超导量子比特、超冷离子和原子等量子系统中,因此近来受到越来越多的关注。在此,我们简要评述了柳维立例外点动态后果的一个重要方面,即柳维立例外点周围参数诱导的手性态转移。我们的综述侧重于在可进行实验的原子系统中对这一现象的理论描述和实验观察。我们还讨论了目前为揭示接近刘维超常点的集体动力学现象所做的努力,这是其中多体效应的结果。从形式上看,这些现象是具有非线性的经典开放系统中的量子多体对应现象,但在量子应用中却蕴含着引人入胜的新潜力。
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引用次数: 0
News and Views (7&8) 新闻与观点 (7&8)
Pub Date : 2024-08-09 DOI: 10.1007/s43673-024-00126-6
AAPPS Bulletin
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引用次数: 0
Density functional theory study of two-dimensional hybrid organic-inorganic perovskites: frontier level alignment and chirality-induced spin splitting 二维有机-无机杂化过氧化物的密度泛函理论研究:前沿水平排列和手性诱导的自旋分裂
Pub Date : 2024-08-02 DOI: 10.1007/s43673-024-00125-7
Ruyi Song, Rundong Zhao

Perovskites are a class of semiconductors initially recognized for their exceptional efficiency in solar cell applications. Subsequent research has revealed their diverse and attractive optoelectronic properties. Over the last decades, molecule-level engineering attempts toward the original three-dimensional (“3D”) perovskites have led to the emergence of two-dimensional (“2D”) layered crystals and introduced extensive compositional, structural, and electronic tunability through the incorporation of various organic cations to form hybrid perovskite systems. Consequently, we concentrated on the theoretical investigation of innovative and complex 2D hybrid organic-inorganic perovskites using density functional theory (DFT). A DFT-based simulation protocol has been developed, enabling the efficient simulation of hybrid perovskite systems and providing accurate explanations and predictions of various experimental phenomena. This account article summarizes the recent in-depth DFT study of the structural, electronic, and spin-related properties of 2D hybrid organic-inorganic perovskites.

过氧化物是一类半导体,最初因其在太阳能电池应用中的卓越效率而得到认可。随后的研究揭示了它们多样而诱人的光电特性。在过去的几十年中,针对原始三维("3D")包晶的分子级工程尝试导致了二维("2D")层状晶体的出现,并通过加入各种有机阳离子形成混合包晶系统,引入了广泛的组成、结构和电子可调性。因此,我们专注于利用密度泛函理论(DFT)对创新而复杂的二维有机-无机杂化包光体进行理论研究。基于 DFT 的模拟协议已经开发出来,能够高效模拟混合包晶体系,并对各种实验现象提供准确的解释和预测。这篇文章总结了最近对二维杂化有机-无机包晶的结构、电子和自旋相关性质进行的深入 DFT 研究。
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引用次数: 0
Environment-induced information scrambling transition with charge conservations 环境诱导的信息扰乱转换与电荷守恒
Pub Date : 2024-07-20 DOI: 10.1007/s43673-024-00124-8
Pengfei Zhang, Zhenhua Yu

In generic closed quantum systems, the complexity of operators increases under time evolution governed by the Heisenberg equation, reflecting the scrambling of local quantum information. However, when systems interact with an external environment, the system-environment coupling allows operators to escape from the system, inducing a dynamical transition between the scrambling phase and the dissipative phase. This transition is known as the environment-induced information scrambling transition, originally proposed in Majorana fermion systems. In this work, we advance this discovery by investigating the transition in charge-conserved systems with space-time randomness. We construct solvable Brownian Sachdev-Ye-Kitaev models of complex fermions coupled to an environment, enabling the analytical computation of operator growth. We determine the critical dissipation strength, which is proportional to (n(1-n)) with n being the density of the complex fermions, arising from the suppression in the quantum Lyapunova exponent due to the Pauli blockade in the scattering process. We further analyze the density dependence of maximally scrambled operators at late time. Our results shed light on the intriguing interplay between information scrambling, dissipation, and conservation laws.

在一般的封闭量子系统中,算子的复杂性在海森堡方程支配的时间演化过程中会增加,这反映了局部量子信息的扰乱。然而,当系统与外部环境相互作用时,系统与环境的耦合允许算子从系统中逸出,从而引起扰乱阶段与耗散阶段之间的动力学转变。这种转变被称为环境诱导的信息扰乱转变,最初是在马约拉纳费米子系统中提出的。在这项工作中,我们通过研究具有时空随机性的电荷守恒系统中的过渡,推进了这一发现。我们构建了与环境耦合的复杂费米子的可解布朗 Sachdev-Ye-Kitaev 模型,从而能够对算子增长进行分析计算。我们确定了临界耗散强度,它与(n(1-n))成正比,其中 n 是复费米子的密度,产生于散射过程中由于保利封锁对量子 Lyapunova 指数的抑制。我们进一步分析了晚期最大扰动算子的密度依赖性。我们的结果揭示了信息扰乱、耗散和守恒定律之间有趣的相互作用。
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引用次数: 0
Correction: News and Views (5&6) 更正:新闻与观点 (5&6)
Pub Date : 2024-07-08 DOI: 10.1007/s43673-024-00122-w
AAPPS Bulletin
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引用次数: 0
期刊
AAPPS Bulletin
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