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Dynamical Reweighting for Biased Rare Event Simulations. 有偏差的罕见事件模拟的动态重权重。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-083122-124538
Bettina G Keller, Peter G Bolhuis

Dynamical reweighting techniques aim to recover the correct molecular dynamics from a simulation at a modified potential energy surface. They are important for unbiasing enhanced sampling simulations of molecular rare events. Here, we review the theoretical frameworks of dynamical reweighting for modified potentials. Based on an overview of kinetic models with increasing level of detail, we discuss techniques to reweight two-state dynamics, multistate dynamics, and path integrals. We explore the natural link to transition path sampling and how the effect of nonequilibrium forces can be reweighted. We end by providing an outlook on how dynamical reweighting integrates with techniques for optimizing collective variables and with modern potential energy surfaces.

动态再加权技术旨在从修正势能面的模拟中恢复正确的分子动力学。它们对于分子罕见事件的无偏增强采样模拟非常重要。在此,我们回顾了修正势能的动态再加权理论框架。在概述越来越详细的动力学模型的基础上,我们讨论了对双态动力学、多态动力学和路径积分进行重新加权的技术。我们探讨了过渡路径采样的自然联系,以及如何对非均衡力的影响进行再加权。最后,我们展望了动态再加权如何与集体变量优化技术和现代势能面相结合。
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引用次数: 0
Phenomenology of Intermediate Molecular Dynamics at Metal-Oxide Interfaces. 金属-氧化物界面的中间分子动力学现象学。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-062123-022921
Tanja Cuk

Reaction intermediates buried within a solid-liquid interface are difficult targets for physiochemical measurements. They are inherently molecular and locally dynamic, while their surroundings are extended by a periodic lattice on one side and the solvent dielectric on the other. Challenges compound on a metal-oxide surface of varied sites and especially so at its aqueous interface of many prominent reactions. Recently, phenomenological theory coupled with optical spectroscopy has become a more prominent tool for isolating the intermediates and their molecular dynamics. The following article reviews three examples of the SrTiO3-aqueous interface subject to the oxygen evolution from water: reaction-dependent component analyses of time-resolved intermediates, a Fano resonance of a mode at the metal-oxide-water interface, and reaction isotherms of metastable intermediates. The phenomenology uses parameters to encase what is unknown at a microscopic level to then circumscribe the clear and macroscopically tuned trends seen in the spectroscopic data.

埋藏在固液界面中的反应中间体是难以进行物理化学测量的目标。它们本身是分子和局部动态的,而它们的周围一边是周期晶格,另一边是溶剂电介质。挑战化合物在金属氧化物表面上的不同位点,尤其是在其水性界面上的许多突出反应。近来,现象学理论与光学光谱学相结合,已成为分离中间产物及其分子动力学的重要工具。下面的文章评述了从水中进化出氧气的 SrTiO3-水界面的三个例子:时间分辨中间体的反应依赖成分分析、金属氧化物-水界面的法诺共振模式以及可蜕变中间体的反应等温线。该现象学利用参数将微观层面的未知因素囊括其中,然后对光谱数据中清晰而宏观的调整趋势进行限定。
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引用次数: 0
Submicrometer Particle Impact Dynamics and Chemistry. 亚微米粒子撞击动力学与化学。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-083122-122157
Sally E Burke, Robert E Continetti

Experimental studies of the collision phenomena of submicrometer particles is a developing field. This review examines the range of phenomena that can be observed with new experimental approaches. The primary focus is on single-particle impact studies enabled by charge detection mass spectrometry (CDMS) implemented using the Aerosol Impact Spectrometer (AIS) at the University of California, San Diego. The AIS combines electrospray ionization, aerodynamic lens techniques, CDMS, and an electrostatic linear accelerator to study the dynamics of particle impact over a wide range of incident velocities. The AIS has been used for single-particle impact experiments on positively charged particles of diverse composition, including polystyrene latex spheres, tin particles, and ice grains, over a wide range of impact velocities. Detection schemes based on induced charge measurements and time-of-flight mass spectrometry have enabled measurements of the impact inelasticity through the determination of the coefficient of restitution, measurements of the angular distributions of scattered submicrometer particles, and the chemical composition and dissociation of solute molecules in hypervelocity ice grain impacts.

亚微米粒子碰撞现象的实验研究是一个不断发展的领域。本综述探讨了利用新实验方法可以观察到的一系列现象。主要重点是利用加州大学圣迭戈分校的气溶胶撞击光谱仪(AIS),通过电荷检测质谱法(CDMS)进行单粒子撞击研究。AIS 结合了电喷雾离子化、空气动力学透镜技术、CDMS 和静电直线加速器,可研究各种入射速度下的粒子撞击动态。AIS 已用于对不同成分的带正电粒子(包括聚苯乙烯乳胶球、锡粒子和冰粒)进行单粒子撞击实验,撞击速度范围很广。基于诱导电荷测量和飞行时间质谱法的检测方案通过确定恢复系数、测量散射亚微米粒子的角度分布以及超高速冰粒撞击中溶质分子的化学成分和解离情况,实现了对撞击非弹性的测量。
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引用次数: 0
Chemical Kinetics in Microdroplets. 微滴中的化学动力学
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 Epub Date: 2024-06-14 DOI: 10.1146/annurev-physchem-052623-120718
Kevin R Wilson, Alexander M Prophet

Micrometer-sized compartments play significant roles in driving heterogeneous transformations within atmospheric and biochemical systems as well as providing vehicles for drug delivery and novel reaction environments for the synthesis of industrial chemicals. Many reports now indicate that reaction kinetics are accelerated under microconfinement, for example, in sprays, thin films, droplets, aerosols, and emulsions. These observations are dramatic, posing a challenge to our understanding of chemical reaction mechanisms with potentially significant practical consequences for predicting the complex chemistry in natural systems. Here we introduce the idea of kinetic confinement, which is intended to provide a conceptual backdrop for understanding when and why microdroplet reaction kinetics differ from their macroscale analogs.

微米大小的空间在推动大气和生化系统中的异质转化方面发挥着重要作用,同时也为药物输送提供了载体,并为工业化学品的合成提供了新的反应环境。目前有许多报告表明,在微封闭条件下,例如在喷雾、薄膜、液滴、气溶胶和乳液中,反应动力学会加速。这些观察结果非常引人注目,对我们理解化学反应机制提出了挑战,并可能对预测自然系统中的复杂化学反应产生重大的实际影响。在此,我们提出了动力学限制的概念,旨在为理解微液滴反应动力学何时以及为何不同于其宏观类似物提供一个概念背景。物理化学年刊》第 75 卷的最终在线出版日期预计为 2024 年 4 月。修订后的预计日期请参见 http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 0
Lipid Landscapes: Vibrational Spectroscopy for Decoding Membrane Complexity. 脂质景观:用于解码膜复杂性的振动光谱学。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 Epub Date: 2024-06-14 DOI: 10.1146/annurev-physchem-090722-010230
Xiaobing Chen, Ziareena A Al-Mualem, Carlos R Baiz

Cell membranes are incredibly complex environments containing hundreds of components. Despite substantial advances in the past decade, fundamental questions related to lipid-lipid interactions and heterogeneity persist. This review explores the complexity of lipid membranes, showcasing recent advances in vibrational spectroscopy to characterize the structure, dynamics, and interactions at the membrane interface. We include an overview of modern techniques such as surface-enhanced infrared spectroscopy as a steady-state technique with single-bilayer sensitivity, two-dimensional sum-frequency generation spectroscopy, and two-dimensional infrared spectroscopy to measure time-evolving structures and dynamics with femtosecond time resolution. Furthermore, we discuss the potential of multiscale molecular dynamics (MD) simulations, focusing on recently developed simulation algorithms, which have emerged as a powerful approach to interpret complex spectra. We highlight the ongoing challenges in studying heterogeneous environments in multicomponent membranes via current vibrational spectroscopic techniques and MD simulations. Overall, this review provides an up-to-date comprehensive overview of the powerful combination of vibrational spectroscopy and simulations, which has great potential to illuminate lipid-lipid, lipid-protein, and lipid-water interactions in the intricate conformational landscape of cell membranes.

细胞膜是一种极其复杂的环境,包含数百种成分。尽管在过去十年中取得了重大进展,但与脂质-脂质相互作用和异质性有关的基本问题依然存在。本综述探讨了脂膜的复杂性,展示了振动光谱学在表征膜界面的结构、动力学和相互作用方面的最新进展。我们概述了现代技术,如作为具有单层灵敏度的稳态技术的表面增强红外光谱法、二维和频发生光谱法以及二维红外光谱法,以飞秒时间分辨率测量随时间演变的结构和动力学。此外,我们还讨论了多尺度分子动力学(MD)模拟的潜力,重点介绍了最近开发的模拟算法,这些算法已成为解释复杂光谱的有力方法。我们强调了当前通过振动光谱技术和 MD 模拟研究多组分膜中异质环境所面临的挑战。总之,这篇综述全面概述了振动光谱和模拟的最新强大组合,它在阐明细胞膜复杂构象景观中的脂质-脂质、脂质-蛋白质和脂质-水相互作用方面具有巨大潜力。物理化学年刊》第 75 卷的最终在线出版日期预计为 2024 年 4 月。修订后的预计日期请参见 http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 0
Single-Molecule Spectroscopy and Super-Resolution Mapping of Physicochemical Parameters in Living Cells. 活细胞中物理化学参数的单分子光谱和超分辨率绘图。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 Epub Date: 2024-06-14 DOI: 10.1146/annurev-physchem-070623-034225
Megan A Steves, Changdong He, Ke Xu

By superlocalizing the positions of millions of single molecules over many camera frames, a class of super-resolution fluorescence microscopy methods known as single-molecule localization microscopy (SMLM) has revolutionized how we understand subcellular structures over the past decade. In this review, we highlight emerging studies that transcend the outstanding structural (shape) information offered by SMLM to extract and map physicochemical parameters in living mammalian cells at single-molecule and super-resolution levels. By encoding/decoding high-dimensional information-such as emission and excitation spectra, motion, polarization, fluorescence lifetime, and beyond-for every molecule, and mass accumulating these measurements for millions of molecules, such multidimensional and multifunctional super-resolution approaches open new windows into intracellular architectures and dynamics, as well as their underlying biophysical rules, far beyond the diffraction limit.

在过去的十年中,一类被称为单分子定位显微镜(SMLM)的超分辨荧光显微镜方法通过在多个相机帧上对数百万个单分子的位置进行超定位,彻底改变了我们对亚细胞结构的理解。在这篇综述中,我们将重点介绍一些新出现的研究,这些研究超越了单分子定位显微镜提供的出色结构(形状)信息,在单分子和超分辨率水平上提取和绘制哺乳动物活细胞中的理化参数。通过对每个分子的高维信息(如发射和激发光谱、运动、偏振、荧光寿命等)进行编码/解码,并对数百万个分子的这些测量结果进行大规模累积,这种多维和多功能超分辨率方法为了解细胞内结构和动力学及其潜在的生物物理规则打开了新的窗口,远远超出了衍射极限。物理化学年刊》第 75 卷的最终在线出版日期预计为 2024 年 4 月。修订后的预计日期请参见 http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 0
Machine Learning of Reactive Potentials. 反应电位的机器学习。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-062123-024417
Yinuo Yang, Shuhao Zhang, Kavindri D Ranasinghe, Olexandr Isayev, Adrian E Roitberg

In the past two decades, machine learning potentials (MLPs) have driven significant developments in chemical, biological, and material sciences. The construction and training of MLPs enable fast and accurate simulations and analysis of thermodynamic and kinetic properties. This review focuses on the application of MLPs to reaction systems with consideration of bond breaking and formation. We review the development of MLP models, primarily with neural network and kernel-based algorithms, and recent applications of reactive MLPs (RMLPs) to systems at different scales. We show how RMLPs are constructed, how they speed up the calculation of reactive dynamics, and how they facilitate the study of reaction trajectories, reaction rates, free energy calculations, and many other calculations. Different data sampling strategies applied in building RMLPs are also discussed with a focus on how to collect structures for rare events and how to further improve their performance with active learning.

在过去二十年里,机器学习潜能(MLP)推动了化学、生物和材料科学的重大发展。通过构建和训练 MLP,可以快速准确地模拟和分析热力学和动力学特性。本综述侧重于 MLP 在反应系统中的应用,其中考虑了键的断裂和形成。我们回顾了 MLP 模型的发展(主要是基于神经网络和核的算法),以及反应式 MLPs(RMLPs)在不同尺度系统中的最新应用。我们展示了如何构建 RMLPs,如何加快反应动力学计算,以及如何促进反应轨迹、反应速率、自由能计算和许多其他计算的研究。我们还讨论了在构建 RMLPs 时采用的不同数据采样策略,重点是如何收集罕见事件的结构,以及如何通过主动学习进一步提高其性能。
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引用次数: 0
Multielectron Dynamics in the Condensed Phase: Quantum Structure-Function Relationships. 凝聚相中的多电子动力学:量子结构-功能关系
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-042018-052515
Joel D Eaves

Quantum information promises dramatic advances in computing last seen in the digital revolution, but quantum hardware is fragile, noisy, and resource intensive. Chemistry has a role in developing new materials for quantum information that are robust to noise, scalable, and operable in ambient conditions. While molecular structure is the foundation for understanding mechanism and reactivity, molecular structure/quantum function relationships remain mostly undiscovered. Using singlet fission as a specific example of a multielectron process capable of producing long-lived spin-entangled electronic states at high temperatures, I describe how to exploit molecular structure and symmetry to gain quantum function and how some principles learned from singlet fission apply more broadly to quantum science.

量子信息有望在计算领域取得数字革命中从未有过的巨大进步,但量子硬件却十分脆弱、噪声大且耗费资源。化学在开发新的量子信息材料方面发挥着作用,这些材料具有抗噪声、可扩展和可在环境条件下运行的特点。虽然分子结构是理解机理和反应性的基础,但分子结构/量子功能关系大部分仍未被发现。我将单电子裂变作为能够在高温下产生长寿命自旋纠缠电子态的多电子过程的一个具体实例,介绍如何利用分子结构和对称性获得量子功能,以及从单电子裂变中学到的一些原理如何更广泛地应用于量子科学。
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引用次数: 0
Spectroscopy in Nanoscopic Cavities: Models and Recent Experiments. 纳米空腔中的光谱学:模型与最新实验
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 DOI: 10.1146/annurev-physchem-083122-125525
Marc R Bourgeois, Feng Pan, C Praise Anyanwu, Austin G Nixon, Elliot K Beutler, Jennifer A Dionne, Randall H Goldsmith, David J Masiello

The ability of nanophotonic cavities to confine and store light to nanoscale dimensions has important implications for enhancing molecular, excitonic, phononic, and plasmonic optical responses. Spectroscopic signatures of processes that are ordinarily exceedingly weak such as pure absorption and Raman scattering have been brought to the single-particle limit of detection, while new emergent polaritonic states of optical matter have been realized through coupling material and photonic cavity degrees of freedom across a wide range of experimentally accessible interaction strengths. In this review, we discuss both optical and electron beam spectroscopies of cavity-coupled material systems in weak, strong, and ultrastrong coupling regimes, providing a theoretical basis for understanding the physics inherent to each while highlighting recent experimental advances and exciting future directions.

纳米光子空腔将光限制和存储在纳米尺寸的能力对于增强分子、激子、声子和等离子体光学响应具有重要意义。纯吸收和拉曼散射等通常极其微弱的过程的光谱特征已被提升到单粒子检测极限,而新出现的光学物质极化态已通过耦合材料和光子腔自由度在广泛的实验可获得的相互作用强度范围内得以实现。在这篇综述中,我们将讨论空腔耦合材料系统在弱、强和超强耦合机制下的光学和电子束光谱学,为理解每种耦合机制固有的物理学原理提供理论基础,同时重点介绍最新的实验进展和令人兴奋的未来发展方向。
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引用次数: 0
Prebiotic Astrochemistry from Astronomical Observations and Laboratory Spectroscopy. 从天文观测和实验室光谱学看前生物天体化学。
IF 11.7 1区 化学 Q1 CHEMISTRY, PHYSICAL Pub Date : 2024-06-01 Epub Date: 2024-06-14 DOI: 10.1146/annurev-physchem-090722-010849
Lucy M Ziurys

The discovery of more than 200 gas-phase chemical compounds in interstellar space has led to the speculation that this nonterrestrial synthesis may play a role in the origin of life. These identifications were possible because of laboratory spectroscopy, which provides the molecular fingerprints for astronomical observations. Interstellar chemistry produces a wide range of small, organic molecules in dense clouds, such as NH2COCH3, CH3OCH3, CH3COOCH3, and CH2(OH)CHO. Carbon (C) is also carried in the fullerenes C60 and C70, which can preserve C-C bonds from circumstellar environments for future synthesis. Elusive phosphorus has now been found in molecular clouds, the sites of star formation, in the molecules PO and PN. Such clouds can collapse into solar systems, although the chemical/physical processing of the emerging planetary disk is uncertain. The presence of molecule-rich interstellar starting material, as well as the link to planetary bodies such as meteorites and comets, suggests that astrochemical processes set a prebiotic foundation.

星际空间中 200 多种气相化合物的发现,使人们猜测这种非地球合成物可能在生命起源中发挥作用。实验室光谱学为天文观测提供了分子指纹,因此这些鉴定成为可能。星际化学在稠密云层中产生了多种有机小分子,如 NH2COCH3、CH3OCH3、CH3COOCH3 和 CH2(OH)CHO。富勒烯 C60 和 C70 中也含有碳(C),它们可以保存周星体环境中的 C-C 键,用于未来的合成。在恒星形成的场所--分子云中,现在已经在 PO 和 PN 分子中发现了难以捉摸的磷。这种云可以坍缩成太阳系,尽管新出现的行星盘的化学/物理过程还不确定。富含分子的星际起始物质的存在,以及与陨石和彗星等行星体的联系,表明天体化学过程奠定了前生物的基础。物理化学年刊》第 75 卷的最终在线出版日期预计为 2024 年 4 月。修订后的预计日期请参见 http://www.annualreviews.org/page/journal/pubdates。
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引用次数: 0
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Annual review of physical chemistry
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