首页 > 最新文献

Chemical physics reviews最新文献

英文 中文
On the interface of enzyme and spatial confinement: The impacts of confinement rigidity, shape, and surface properties on the interplay of enzyme structure, dynamics, and function 酶与空间约束的界面:约束刚度、形状和表面性质对酶结构、动力学和功能相互作用的影响
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-19 DOI: 10.1063/5.0167117
Qiaobin Li, Zoe Armstrong, Austin MacRae, Mary Lenertz, Li Feng, Zhongyu Yang
Confining proteins in synthetic nanoscale spatial compartments has offered a cell-free avenue to understand enzyme structure–function relationships and complex cellular processes near the physiological conditions, an important branch of fundamental protein biophysics studies. Enzyme confinement has also provided advancement in biocatalysis by offering enhanced enzyme reusability, cost-efficiency, and substrate selectivity in certain cases for research and industrial applications. However, the primary research efforts in this area have been focused on the development of novel confinement materials and investigating protein adsorption/interaction with various surfaces, leaving a fundamental knowledge gap, namely, the lack of understanding of the confined enzymes (note that enzyme adsorption to or interactions with surfaces differs from enzyme confinement as the latter offers an enhanced extent of restriction to enzyme movement and/or conformational flexibility). In particular, there is limited understanding of enzymes' structure, dynamics, translocation (into biological pores), folding, and aggregation in extreme cases upon confinement, and how confinement properties such as the size, shape, and rigidity affect these details. The first barrier to bridge this gap is the difficulty in “penetrating” the “shielding” of the confinement walls experimentally; confinement could also lead to high heterogeneity and dynamics in the entrapped enzymes, challenging most protein-probing experimental techniques. The complexity is raised by the variety in the possible confinement environments that enzymes may encounter in nature or on lab benches, which can be categorized to rigid confinement with regular shapes, rigid restriction without regular shapes, and flexible/dynamic confinement which also introduces crowding effects. Thus, to bridge such a knowledge gap, it is critical to combine advanced materials and cutting-edge techniques to re-create the various confinement conditions and understand enzymes therein. We have spearheaded in this challenging area by creating various confinement conditions to restrict enzymes while exploring experimental techniques to understand enzyme behaviors upon confinement at the molecular/residue level. This review is to summarize our key findings on the molecular level details of enzymes confined in (i) rigid compartments with regular shapes based on pre-formed, mesoporous nanoparticles and Metal–Organic Frameworks/Covalent-Organic Frameworks (MOFs/COFs), (ii) rigid confinement with irregular crystal defects with shapes close to the outline of the confined enzymes via co-crystallization of enzymes with certain metal ions and ligands in the aqueous phase (biomineralization), and (iii) flexible, dynamic confinement created by protein-friendly polymeric materials and assemblies. Under each case, we will focus our discussion on (a) the way to load enzymes into the confined spaces, (b) the structural basis of the function and behavior
将蛋白质限制在合成纳米尺度的空间隔间中,为了解酶的结构-功能关系和生理条件下的复杂细胞过程提供了一条无细胞途径,是基础蛋白质生物物理学研究的一个重要分支。在某些研究和工业应用中,酶限制也通过提高酶的可重复使用性、成本效率和底物选择性,为生物催化提供了进步。然而,该领域的主要研究工作集中在开发新型约束材料和研究蛋白质与各种表面的吸附/相互作用上,留下了一个基本的知识空白,即缺乏对约束酶的理解(注意,酶对表面的吸附或与表面的相互作用不同于酶约束,因为后者对酶的运动和/或构象灵活性提供了更大程度的限制)。特别是,对于酶的结构、动力学、易位(进入生物孔)、折叠和在限制的极端情况下的聚集,以及限制性质(如大小、形状和刚性)如何影响这些细节的理解有限。弥补这一差距的第一个障碍是在实验上难以“穿透”约束壁的“屏蔽”;禁闭也可能导致被困酶的高度异质性和动态性,挑战大多数蛋白质探测实验技术。酶在自然界或实验室中可能遇到的限制环境的多样性提高了复杂性,这些限制环境可以分类为具有规则形状的刚性限制,没有规则形状的刚性限制以及也引入拥挤效应的柔性/动态限制。因此,为了弥合这一知识鸿沟,将先进材料和尖端技术结合起来重新创造各种约束条件并了解其中的酶是至关重要的。我们在这一具有挑战性的领域中处于领先地位,通过创造各种限制条件来限制酶,同时探索实验技术来了解酶在分子/残留物水平上的限制行为。这篇综述总结了我们在酶分子水平细节方面的主要发现:(i)基于预先形成的、介孔纳米颗粒和金属有机框架/共价有机框架(MOFs/COFs)的规则形状的刚性隔离室;(ii)通过酶与水相中某些金属离子和配体的共结晶(生物矿化),具有不规则晶体缺陷的刚性限制,其形状接近限制酶的轮廓;(iii)由蛋白质友好的聚合材料和组件创建的灵活的动态约束。在每种情况下,我们将重点讨论(a)将酶加载到密闭空间的方法,(b)酶在每个隔间环境中的功能和行为的结构基础,以及(c)我们的方法的技术进步,以探测所需的结构信息。目的是在具有挑战性的天然分子和合成隔室材料的界面上描绘酶的化学物理细节,指导各种应用的酶约束平台的选择,并在结合前沿技术和合成材料方面引起社区的兴奋,以更好地了解酶在生物物理学,生物催化和生物医学应用中的性能。
{"title":"On the interface of enzyme and spatial confinement: The impacts of confinement rigidity, shape, and surface properties on the interplay of enzyme structure, dynamics, and function","authors":"Qiaobin Li, Zoe Armstrong, Austin MacRae, Mary Lenertz, Li Feng, Zhongyu Yang","doi":"10.1063/5.0167117","DOIUrl":"https://doi.org/10.1063/5.0167117","url":null,"abstract":"Confining proteins in synthetic nanoscale spatial compartments has offered a cell-free avenue to understand enzyme structure–function relationships and complex cellular processes near the physiological conditions, an important branch of fundamental protein biophysics studies. Enzyme confinement has also provided advancement in biocatalysis by offering enhanced enzyme reusability, cost-efficiency, and substrate selectivity in certain cases for research and industrial applications. However, the primary research efforts in this area have been focused on the development of novel confinement materials and investigating protein adsorption/interaction with various surfaces, leaving a fundamental knowledge gap, namely, the lack of understanding of the confined enzymes (note that enzyme adsorption to or interactions with surfaces differs from enzyme confinement as the latter offers an enhanced extent of restriction to enzyme movement and/or conformational flexibility). In particular, there is limited understanding of enzymes' structure, dynamics, translocation (into biological pores), folding, and aggregation in extreme cases upon confinement, and how confinement properties such as the size, shape, and rigidity affect these details. The first barrier to bridge this gap is the difficulty in “penetrating” the “shielding” of the confinement walls experimentally; confinement could also lead to high heterogeneity and dynamics in the entrapped enzymes, challenging most protein-probing experimental techniques. The complexity is raised by the variety in the possible confinement environments that enzymes may encounter in nature or on lab benches, which can be categorized to rigid confinement with regular shapes, rigid restriction without regular shapes, and flexible/dynamic confinement which also introduces crowding effects. Thus, to bridge such a knowledge gap, it is critical to combine advanced materials and cutting-edge techniques to re-create the various confinement conditions and understand enzymes therein. We have spearheaded in this challenging area by creating various confinement conditions to restrict enzymes while exploring experimental techniques to understand enzyme behaviors upon confinement at the molecular/residue level. This review is to summarize our key findings on the molecular level details of enzymes confined in (i) rigid compartments with regular shapes based on pre-formed, mesoporous nanoparticles and Metal–Organic Frameworks/Covalent-Organic Frameworks (MOFs/COFs), (ii) rigid confinement with irregular crystal defects with shapes close to the outline of the confined enzymes via co-crystallization of enzymes with certain metal ions and ligands in the aqueous phase (biomineralization), and (iii) flexible, dynamic confinement created by protein-friendly polymeric materials and assemblies. Under each case, we will focus our discussion on (a) the way to load enzymes into the confined spaces, (b) the structural basis of the function and behavior ","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135730310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ab initio methods for polariton chemistry 极化化学的从头算方法
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-10-11 DOI: 10.1063/5.0167243
Jonathan J. Foley, Jonathan F. McTague, A. Eugene DePrince
Polariton chemistry exploits the strong interaction between quantized excitations in molecules and quantized photon states in optical cavities to affect chemical reactivity. Molecular polaritons have been experimentally realized by the coupling of electronic, vibrational, and rovibrational transitions to photon modes, which has spurred a tremendous theoretical effort to model and explain how polariton formation can influence chemistry. This tutorial review focuses on computational approaches for the electronic strong coupling problem through the combination of familiar techniques from ab initio electronic structure theory and cavity quantum electrodynamics, toward the goal of supplying predictive theories for polariton chemistry. Our aim is to emphasize the relevant theoretical details with enough clarity for newcomers to the field to follow, and to present simple and practical code examples to catalyze further development work.
极化化学利用分子中量子化激发与光腔中量子化光子态之间的强相互作用来影响化学反应性。通过电子、振动和旋转振动跃迁到光子模式的耦合,已经在实验上实现了分子极化子,这激发了巨大的理论努力来建模和解释极化子的形成如何影响化学。本教程回顾了电子强耦合问题的计算方法,通过从头算电子结构理论和腔量子电动力学的熟悉技术的结合,旨在为极化化学提供预测理论。我们的目标是强调相关的理论细节,为该领域的新手提供足够清晰的思路,并提供简单实用的代码示例来促进进一步的开发工作。
{"title":"<i>Ab initio</i> methods for polariton chemistry","authors":"Jonathan J. Foley, Jonathan F. McTague, A. Eugene DePrince","doi":"10.1063/5.0167243","DOIUrl":"https://doi.org/10.1063/5.0167243","url":null,"abstract":"Polariton chemistry exploits the strong interaction between quantized excitations in molecules and quantized photon states in optical cavities to affect chemical reactivity. Molecular polaritons have been experimentally realized by the coupling of electronic, vibrational, and rovibrational transitions to photon modes, which has spurred a tremendous theoretical effort to model and explain how polariton formation can influence chemistry. This tutorial review focuses on computational approaches for the electronic strong coupling problem through the combination of familiar techniques from ab initio electronic structure theory and cavity quantum electrodynamics, toward the goal of supplying predictive theories for polariton chemistry. Our aim is to emphasize the relevant theoretical details with enough clarity for newcomers to the field to follow, and to present simple and practical code examples to catalyze further development work.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136098243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Insight into the peroxygenase activity of lytic polysaccharide monooxygenases (LPMO): Recent progress and mechanistic understanding 多糖单加氧酶(LPMO)过加氧酶活性的研究进展及机制
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-09-01 DOI: 10.1063/5.0161517
Wa Gao, Heng Yin
The discovery of lytic polysaccharide monooxygenases (LPMOs) as monocopper enzymes for the oxidative cleavage of glycosidic bonds in recalcitrant polysaccharides has revolutionized our understanding of enzymatic biomass conversion. In recent years, the debate regarding whether LPMOs function as monooxygenases or peroxygenases has generated significant interest due to its implications for understanding the mechanisms involved in LPMO-mediated lignocellulosic biomass conversion. This review provides a comprehensive analysis of theoretical calculations and kinetic studies, offering a detailed examination of the catalytic mechanism of LPMOs from a physicochemical perspective. By reviewing theoretical investigations focused on the activation of O2/H2O2 and its impact on LPMO monooxygenase/peroxygenase activity, this review aims to inspire novel insight and innovative approaches for exploring the intricate mechanism of LPMOs.
水解多糖单加氧酶(LPMOs)作为单铜酶在顽固多糖中氧化裂解糖苷键的发现彻底改变了我们对酶促生物质转化的理解。近年来,关于LPMOs是单加氧酶还是过加氧酶的争论引起了人们的极大兴趣,因为它有助于理解lpmo介导的木质纤维素生物质转化的机制。本文综述了理论计算和动力学研究的综合分析,从物理化学的角度对LPMOs的催化机理进行了详细的研究。本文通过对O2/H2O2活化及其对LPMOs单加氧酶/过加氧酶活性影响的理论研究进行综述,旨在为探索LPMOs复杂的机制提供新的见解和创新的方法。
{"title":"Insight into the peroxygenase activity of lytic polysaccharide monooxygenases (LPMO): Recent progress and mechanistic understanding","authors":"Wa Gao, Heng Yin","doi":"10.1063/5.0161517","DOIUrl":"https://doi.org/10.1063/5.0161517","url":null,"abstract":"The discovery of lytic polysaccharide monooxygenases (LPMOs) as monocopper enzymes for the oxidative cleavage of glycosidic bonds in recalcitrant polysaccharides has revolutionized our understanding of enzymatic biomass conversion. In recent years, the debate regarding whether LPMOs function as monooxygenases or peroxygenases has generated significant interest due to its implications for understanding the mechanisms involved in LPMO-mediated lignocellulosic biomass conversion. This review provides a comprehensive analysis of theoretical calculations and kinetic studies, offering a detailed examination of the catalytic mechanism of LPMOs from a physicochemical perspective. By reviewing theoretical investigations focused on the activation of O2/H2O2 and its impact on LPMO monooxygenase/peroxygenase activity, this review aims to inspire novel insight and innovative approaches for exploring the intricate mechanism of LPMOs.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134916047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanistic and kinetic studies of visible light photoredox reactions 可见光光氧化还原反应的机理和动力学研究
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-09-01 DOI: 10.1063/5.0156850
Eric D. Talbott, Nora L. Burnett, John R. Swierk
The use of visible light to enable small molecule synthesis has grown substantially over the last 15 years. While much of the focus has been on the development of new methods, mechanistic and kinetic studies can provide valuable information about reaction steps and highlight directions for optimization and new methods. This review focuses on reports of visible light, homogenous photoredox reactions that emphasize direct observation of reaction intermediates and/or contain a significant focus on mechanistic and kinetic studies. How these types of studies can improve reaction yields and rates are highlighted. Finally, reaction quantum yields for over 200 photoredox reactions are summarized for the first time. This often-neglected reaction parameter provides valuable insights into the efficiency of photoredox reactions as well as the clues to the underlying mechanism.
在过去的15年里,可见光在小分子合成中的应用有了长足的发展。虽然大部分焦点都集中在新方法的开发上,但机理和动力学研究可以提供有关反应步骤的宝贵信息,并为优化和新方法指明方向。这篇综述的重点是关于可见光、均相光氧化还原反应的报道,这些反应强调直接观察反应中间体和/或包含重要的机制和动力学研究。这些类型的研究如何能够提高反应收率和速率被强调。最后,首次总结了200多种光氧化还原反应的反应量子产率。这个经常被忽视的反应参数为光氧化还原反应的效率提供了有价值的见解,并为潜在的机制提供了线索。
{"title":"Mechanistic and kinetic studies of visible light photoredox reactions","authors":"Eric D. Talbott, Nora L. Burnett, John R. Swierk","doi":"10.1063/5.0156850","DOIUrl":"https://doi.org/10.1063/5.0156850","url":null,"abstract":"The use of visible light to enable small molecule synthesis has grown substantially over the last 15 years. While much of the focus has been on the development of new methods, mechanistic and kinetic studies can provide valuable information about reaction steps and highlight directions for optimization and new methods. This review focuses on reports of visible light, homogenous photoredox reactions that emphasize direct observation of reaction intermediates and/or contain a significant focus on mechanistic and kinetic studies. How these types of studies can improve reaction yields and rates are highlighted. Finally, reaction quantum yields for over 200 photoredox reactions are summarized for the first time. This often-neglected reaction parameter provides valuable insights into the efficiency of photoredox reactions as well as the clues to the underlying mechanism.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134916989","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Device physics recipe to make spiking neurons 制造尖峰神经元的设备物理配方
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-09-01 DOI: 10.1063/5.0145391
Juan Bisquert
Neurons, which are made of biological tissue, exhibit cognitive properties that can be replicated in various material substrates. To create brain-inspired computational artificial systems, we can construct microscopic electronic neurons that mimic natural systems. In this paper, we discuss the essential material and device properties needed for a spiking neuron, which can be characterized using impedance spectroscopy and small perturbation equivalent circuit elements. We find that the minimal neuron system requires a capacitor, a chemical inductor, and a negative resistance. These components can be integrated naturally in the physical response of the device, instead of built from separate circuit elements. We identify the structural conditions for smooth oscillations that depend on certain dynamics of a conducting system with internal state variables. These state variables can be of diverse physical nature, such as properties of fluids, electronic solids, or ionic organic materials, implying that functional neurons can be built in various ways. We highlight the importance of detecting the Hopf bifurcation, a critical point in achieving spiking behavior, through spectral features of the impedance. To this end, we provide a systematic method of analysis in terms of the critical characteristic frequencies that can be obtained from impedance methods. Thus, we propose a methodology to quantify the physical and material properties of devices to produce the dynamic properties of neurons necessary for specific sensory-cognitive tasks. By replicating the essential properties of biological neurons in electronic systems, it may be possible to create brain-inspired computational systems with enhanced capabilities in information processing, pattern recognition, and learning. Additionally, understanding the physical and material properties of neurons can contribute to our knowledge of how biological neurons function and interact in complex neural networks. Overall, this paper presents a novel approach toward building brain-inspired artificial systems and provides insight into the important material and device considerations for achieving spiking behavior in electronic neurons.
神经元是由生物组织构成的,具有认知特性,可以在各种材料基质中复制。为了创造受大脑启发的计算人工系统,我们可以构建模拟自然系统的微观电子神经元。在本文中,我们讨论了一个尖峰神经元所需的基本材料和器件特性,它可以用阻抗谱和小微扰等效电路元件来表征。我们发现最小的神经元系统需要一个电容器、一个化学电感器和一个负电阻。这些组件可以自然地集成在设备的物理响应中,而不是由单独的电路元件构建。我们确定了光滑振荡的结构条件,这取决于具有内部状态变量的导电系统的某些动力学。这些状态变量可以具有不同的物理性质,例如流体、电子固体或离子有机材料的性质,这意味着功能神经元可以以各种方式构建。我们强调通过阻抗的频谱特征检测Hopf分岔的重要性,Hopf分岔是实现尖峰行为的关键点。为此,我们提供了一种系统的分析方法,可以从阻抗方法中获得临界特征频率。因此,我们提出了一种方法来量化设备的物理和材料特性,以产生特定感觉认知任务所需的神经元的动态特性。通过在电子系统中复制生物神经元的基本特性,有可能创造出具有增强信息处理、模式识别和学习能力的大脑启发计算系统。此外,了解神经元的物理和材料特性有助于我们了解生物神经元如何在复杂的神经网络中发挥作用和相互作用。总的来说,本文提出了一种构建受大脑启发的人工系统的新方法,并提供了对实现电子神经元尖峰行为的重要材料和设备考虑的见解。
{"title":"Device physics recipe to make spiking neurons","authors":"Juan Bisquert","doi":"10.1063/5.0145391","DOIUrl":"https://doi.org/10.1063/5.0145391","url":null,"abstract":"Neurons, which are made of biological tissue, exhibit cognitive properties that can be replicated in various material substrates. To create brain-inspired computational artificial systems, we can construct microscopic electronic neurons that mimic natural systems. In this paper, we discuss the essential material and device properties needed for a spiking neuron, which can be characterized using impedance spectroscopy and small perturbation equivalent circuit elements. We find that the minimal neuron system requires a capacitor, a chemical inductor, and a negative resistance. These components can be integrated naturally in the physical response of the device, instead of built from separate circuit elements. We identify the structural conditions for smooth oscillations that depend on certain dynamics of a conducting system with internal state variables. These state variables can be of diverse physical nature, such as properties of fluids, electronic solids, or ionic organic materials, implying that functional neurons can be built in various ways. We highlight the importance of detecting the Hopf bifurcation, a critical point in achieving spiking behavior, through spectral features of the impedance. To this end, we provide a systematic method of analysis in terms of the critical characteristic frequencies that can be obtained from impedance methods. Thus, we propose a methodology to quantify the physical and material properties of devices to produce the dynamic properties of neurons necessary for specific sensory-cognitive tasks. By replicating the essential properties of biological neurons in electronic systems, it may be possible to create brain-inspired computational systems with enhanced capabilities in information processing, pattern recognition, and learning. Additionally, understanding the physical and material properties of neurons can contribute to our knowledge of how biological neurons function and interact in complex neural networks. Overall, this paper presents a novel approach toward building brain-inspired artificial systems and provides insight into the important material and device considerations for achieving spiking behavior in electronic neurons.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135685822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Machine learning accelerated photodynamics simulations
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-09-01 DOI: 10.1063/5.0159247
Jingbai Li, Steven A. Lopez
Machine learning (ML) continues to revolutionize computational chemistry for accelerating predictions and simulations by training on experimental or accurate but expensive quantum mechanical (QM) calculations. Photodynamics simulations require hundreds of trajectories coupled with multiconfigurational QM calculations of excited-state potential energies surfaces that contribute to the prohibitive computational cost at long timescales and complex organic molecules. ML accelerates photodynamics simulations by combining nonadiabatic photodynamics simulations with an ML model trained with high-fidelity QM calculations of energies, forces, and non-adiabatic couplings. This approach has provided time-dependent molecular structural information for understanding photochemical reaction mechanisms of organic reactions in vacuum and complex environments (i.e., explicit solvation). This review focuses on the fundamentals of QM calculations and ML techniques. We, then, discuss the strategies to balance adequate training data and the computational cost of generating these training data. Finally, we demonstrate the power of applying these ML-photodynamics simulations to understand the origin of reactivities and selectivities of organic photochemical reactions, such as cis–trans isomerization, [2 + 2]-cycloaddition, 4π-electrostatic ring-closing, and hydrogen roaming mechanism.
机器学习(ML)继续革新计算化学,通过训练实验或精确但昂贵的量子力学(QM)计算来加速预测和模拟。光动力学模拟需要数百个轨迹以及激发态势能表面的多构型量子力学计算,这在长时间尺度和复杂有机分子中造成了令人望而却步的计算成本。ML通过将非绝热光动力学模拟与经过高保真QM能量、力和非绝热耦合计算训练的ML模型相结合来加速光动力学模拟。该方法为理解真空和复杂环境(即显式溶剂化)下有机反应的光化学反应机制提供了随时间变化的分子结构信息。这篇综述的重点是QM计算和ML技术的基础。然后,我们讨论了平衡足够的训练数据和生成这些训练数据的计算成本的策略。最后,我们展示了应用这些ml光动力学模拟来理解有机光化学反应的反应性和选择性的来源,如顺-反异构化、[2 + 2]-环加成、4π-静电合环和氢漫游机制。
{"title":"Machine learning accelerated photodynamics simulations","authors":"Jingbai Li, Steven A. Lopez","doi":"10.1063/5.0159247","DOIUrl":"https://doi.org/10.1063/5.0159247","url":null,"abstract":"Machine learning (ML) continues to revolutionize computational chemistry for accelerating predictions and simulations by training on experimental or accurate but expensive quantum mechanical (QM) calculations. Photodynamics simulations require hundreds of trajectories coupled with multiconfigurational QM calculations of excited-state potential energies surfaces that contribute to the prohibitive computational cost at long timescales and complex organic molecules. ML accelerates photodynamics simulations by combining nonadiabatic photodynamics simulations with an ML model trained with high-fidelity QM calculations of energies, forces, and non-adiabatic couplings. This approach has provided time-dependent molecular structural information for understanding photochemical reaction mechanisms of organic reactions in vacuum and complex environments (i.e., explicit solvation). This review focuses on the fundamentals of QM calculations and ML techniques. We, then, discuss the strategies to balance adequate training data and the computational cost of generating these training data. Finally, we demonstrate the power of applying these ML-photodynamics simulations to understand the origin of reactivities and selectivities of organic photochemical reactions, such as cis–trans isomerization, [2 + 2]-cycloaddition, 4π-electrostatic ring-closing, and hydrogen roaming mechanism.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135298901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum chemical modeling of atmospheric molecular clusters involving inorganic acids and methanesulfonic acid 涉及无机酸和甲磺酸的大气分子团簇的量子化学模型
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-09-01 DOI: 10.1063/5.0152517
M. Engsvang, H. Wu, Y. Knattrup, J. Kubečka, A. Buchgraitz Jensen, J. Elm
Atmospheric molecular cluster formation is the first stage toward aerosol particle formation. Despite intensive progress in recent years, the relative role of different vapors and the mechanisms for forming clusters is still not well-understood. Quantum chemical (QC) methods can give insight into the cluster formation mechanisms and thereby yield information about the potentially relevant compounds. Here, we summarize the QC literature on clustering involving species such as sulfuric acid, methanesulfonic acid, and nitric acid. The importance of iodine species such as iodous acid (HIO2) and iodic acid (HIO3) in atmospheric cluster formation is an emerging topic, and we critically review the recent literature and give our view on how to progress in the future. We outline how machine learning (ML) methods can be used to enhance cluster configurational sampling, leading to a massive increase in the cluster compositions that can be modeled. In the future, ML-boosted cluster formation could allow us to comprehensively understand complex cluster formation with multiple pathways, leading us one step closer to implementing accurate cluster formation mechanisms in atmospheric models.
大气分子团的形成是气溶胶粒子形成的第一个阶段。尽管近年来取得了长足的进展,但不同蒸汽的相对作用和形成星团的机制仍然没有得到很好的理解。量子化学(QC)方法可以深入了解簇的形成机制,从而获得有关潜在相关化合物的信息。在这里,我们总结了有关聚类的QC文献,包括硫酸、甲磺酸和硝酸。碘物质如碘酸(HIO2)和碘酸(HIO3)在大气星团形成中的重要性是一个新兴的话题,我们对最近的文献进行了批判性的回顾,并对未来的进展提出了我们的看法。我们概述了如何使用机器学习(ML)方法来增强集群配置采样,从而大大增加可以建模的集群组成。在未来,机器学习促进的星团形成可以让我们全面了解具有多种途径的复杂星团形成,使我们更接近于在大气模型中实现准确的星团形成机制。
{"title":"Quantum chemical modeling of atmospheric molecular clusters involving inorganic acids and methanesulfonic acid","authors":"M. Engsvang, H. Wu, Y. Knattrup, J. Kubečka, A. Buchgraitz Jensen, J. Elm","doi":"10.1063/5.0152517","DOIUrl":"https://doi.org/10.1063/5.0152517","url":null,"abstract":"Atmospheric molecular cluster formation is the first stage toward aerosol particle formation. Despite intensive progress in recent years, the relative role of different vapors and the mechanisms for forming clusters is still not well-understood. Quantum chemical (QC) methods can give insight into the cluster formation mechanisms and thereby yield information about the potentially relevant compounds. Here, we summarize the QC literature on clustering involving species such as sulfuric acid, methanesulfonic acid, and nitric acid. The importance of iodine species such as iodous acid (HIO2) and iodic acid (HIO3) in atmospheric cluster formation is an emerging topic, and we critically review the recent literature and give our view on how to progress in the future. We outline how machine learning (ML) methods can be used to enhance cluster configurational sampling, leading to a massive increase in the cluster compositions that can be modeled. In the future, ML-boosted cluster formation could allow us to comprehensively understand complex cluster formation with multiple pathways, leading us one step closer to implementing accurate cluster formation mechanisms in atmospheric models.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134916044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Recent progress in the application of in situ atomic force microscopy for metal anode processes in energy storage batteries 原位原子力显微镜在储能电池金属阳极过程中的应用进展
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-08-25 DOI: 10.1063/5.0100062
Jiao Wang, Ruiyan Liu, Zhen-Zhen Shen, Jian-Xin Tian, R. Wen
Metal anodes are considered promising candidates for next-generation rechargeable batteries owing to their high theoretical specific capacities. However, practical applications are limited by safety concerns and poor electrochemical performance caused by unstable solid electrolyte interphase (SEI) and uncontrolled metal deposition at the metal anode/electrolyte interface. An in-depth understanding of the interfacial reactions is of vital significance for the development of metal anode-based batteries. In situ electrochemical atomic force microscopy (EC-AFM) enabling high spatial resolution imaging and multifunctional detection is widely used to monitor electrode/electrolyte interfaces in working batteries. In this review, we summarize recent advances in the application of in situ EC-AFM for metal anode processes, including SEI formation and the deposition/dissolution processes of metallic lithium, magnesium, and zinc in metal anode-based batteries, which are conducive to the optimization of metal anodes in energy storage batteries.
金属阳极由于具有较高的理论比容量,被认为是下一代可充电电池的有前途的候选者。然而,由于固体电解质界面(SEI)不稳定以及金属阳极/电解质界面上不受控制的金属沉积导致的安全问题和电化学性能差,实际应用受到了限制。深入了解界面反应对金属阳极基电池的发展具有重要意义。原位电化学原子力显微镜(EC-AFM)具有高空间分辨率成像和多功能检测功能,被广泛应用于工作电池中电极/电解质界面的监测。本文综述了原位EC-AFM技术在金属阳极工艺中的应用进展,包括SEI的形成以及金属锂、镁、锌在金属阳极基电池中的沉积/溶解过程,有助于储能电池中金属阳极的优化。
{"title":"Recent progress in the application of in situ atomic force microscopy for metal anode processes in energy storage batteries","authors":"Jiao Wang, Ruiyan Liu, Zhen-Zhen Shen, Jian-Xin Tian, R. Wen","doi":"10.1063/5.0100062","DOIUrl":"https://doi.org/10.1063/5.0100062","url":null,"abstract":"Metal anodes are considered promising candidates for next-generation rechargeable batteries owing to their high theoretical specific capacities. However, practical applications are limited by safety concerns and poor electrochemical performance caused by unstable solid electrolyte interphase (SEI) and uncontrolled metal deposition at the metal anode/electrolyte interface. An in-depth understanding of the interfacial reactions is of vital significance for the development of metal anode-based batteries. In situ electrochemical atomic force microscopy (EC-AFM) enabling high spatial resolution imaging and multifunctional detection is widely used to monitor electrode/electrolyte interfaces in working batteries. In this review, we summarize recent advances in the application of in situ EC-AFM for metal anode processes, including SEI formation and the deposition/dissolution processes of metallic lithium, magnesium, and zinc in metal anode-based batteries, which are conducive to the optimization of metal anodes in energy storage batteries.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48297712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bio-templated energy transfer system for constructing artificial light-harvesting antennae, white light generation, and photonic nanowires 用于构建人造光收集天线、白光产生和光子纳米线的生物模板能量传递系统
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-08-22 DOI: 10.1063/5.0163152
Srikrishna Pramanik, S. Mukherjee
Developing environmentally friendly, sustainable, and biocompatible artificial light-harvesting systems has become an essential area of research to understand natural light-harvesting processes involving multistep resonance energy transfer and building efficient energy conversion systems related to energy and optoelectronic applications. In this direction, bio-scaffolded artificial energy transfer systems for panchromatic light collection and sequential energy transfer have fascinated the scientific community. In this review, we have discussed what the dynamic structure and intrinsic physical properties of biomolecules like deoxyribonucleic acid, proteins, and peptides can provide for the development of new optical devices, sustainable and environmentally friendly white emitting materials, and cascaded energy transfer systems for energy harvesting from light. In doing so, we have highlighted some of the recent advances in bio-scaffolds as a platform for the assembly of different types of donor–acceptor chromophores involved in fluorescence energy transfer.
开发环境友好、可持续和生物相容的人工光收集系统已经成为了解涉及多步共振能量转移的自然光收集过程和构建与能源和光电子应用相关的高效能量转换系统的重要研究领域。在这个方向上,生物支架人工能量传递系统的全色光收集和顺序能量传递已经吸引了科学界。本文综述了脱氧核糖核酸、蛋白质和多肽等生物分子的动态结构和内在物理性质,为开发新型光学器件、可持续和环保的白色发光材料以及用于光能量收集的级联能量传递系统提供了理论依据。在此过程中,我们强调了生物支架作为参与荧光能量转移的不同类型供体-受体发色团组装的平台的一些最新进展。
{"title":"Bio-templated energy transfer system for constructing artificial light-harvesting antennae, white light generation, and photonic nanowires","authors":"Srikrishna Pramanik, S. Mukherjee","doi":"10.1063/5.0163152","DOIUrl":"https://doi.org/10.1063/5.0163152","url":null,"abstract":"Developing environmentally friendly, sustainable, and biocompatible artificial light-harvesting systems has become an essential area of research to understand natural light-harvesting processes involving multistep resonance energy transfer and building efficient energy conversion systems related to energy and optoelectronic applications. In this direction, bio-scaffolded artificial energy transfer systems for panchromatic light collection and sequential energy transfer have fascinated the scientific community. In this review, we have discussed what the dynamic structure and intrinsic physical properties of biomolecules like deoxyribonucleic acid, proteins, and peptides can provide for the development of new optical devices, sustainable and environmentally friendly white emitting materials, and cascaded energy transfer systems for energy harvesting from light. In doing so, we have highlighted some of the recent advances in bio-scaffolds as a platform for the assembly of different types of donor–acceptor chromophores involved in fluorescence energy transfer.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41711317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Recent progress in understanding the microscopic origin of triboelectricity from mechanochemistry to thermoelectricity 从机械化学到热电理解摩擦电微观起源的最新进展
Q2 CHEMISTRY, PHYSICAL Pub Date : 2023-08-08 DOI: 10.1063/5.0147372
Eui-Cheol Shin, Ji-Ho Mun, Seungil Baek, Jaegwan Jung, Yong-Hyun Kim
Triboelectricity has long been discussed from ancient Greece to modern times in daily life experiences as well as in the earliest stages of planet formation and the cutting-edge triboelectric nanogenerator technology. Despite the numerous efforts from scientists and engineers, fundamental understanding of the friction-driven static electrification has remained elusive. Here, we review recent progress in understanding the microscopic origin of triboelectricity, directly associated with frictional energy dissipation at the interface, from mechanochemistry, strain-driven polarization, and tribo-tunneling to thermoelectricity. Noticeably, we note that the microscopic thermoelectric charging mechanism due to interfacial frictional heat offers a generally applicable, but exactly solvable triboelectric model in the weakly interacting regime, implying many opportunities in triboelectric based science and technology in the future.
从古希腊到现代,在日常生活经验、行星形成的早期阶段以及尖端的摩擦电纳米发电机技术中,人们一直在讨论摩擦电。尽管科学家和工程师做出了许多努力,但对摩擦驱动的静电的基本理解仍然难以捉摸。在这里,我们回顾了在理解摩擦电的微观起源方面的最新进展,摩擦电与界面处的摩擦能量耗散直接相关,从机械化学、应变驱动极化、摩擦隧穿到热电。值得注意的是,我们注意到,界面摩擦热引起的微观热电充电机制在弱相互作用状态下提供了一个普遍适用但可精确求解的摩擦电模型,这意味着未来在基于摩擦电的科学技术中有许多机会。
{"title":"Recent progress in understanding the microscopic origin of triboelectricity from mechanochemistry to thermoelectricity","authors":"Eui-Cheol Shin, Ji-Ho Mun, Seungil Baek, Jaegwan Jung, Yong-Hyun Kim","doi":"10.1063/5.0147372","DOIUrl":"https://doi.org/10.1063/5.0147372","url":null,"abstract":"Triboelectricity has long been discussed from ancient Greece to modern times in daily life experiences as well as in the earliest stages of planet formation and the cutting-edge triboelectric nanogenerator technology. Despite the numerous efforts from scientists and engineers, fundamental understanding of the friction-driven static electrification has remained elusive. Here, we review recent progress in understanding the microscopic origin of triboelectricity, directly associated with frictional energy dissipation at the interface, from mechanochemistry, strain-driven polarization, and tribo-tunneling to thermoelectricity. Noticeably, we note that the microscopic thermoelectric charging mechanism due to interfacial frictional heat offers a generally applicable, but exactly solvable triboelectric model in the weakly interacting regime, implying many opportunities in triboelectric based science and technology in the future.","PeriodicalId":72559,"journal":{"name":"Chemical physics reviews","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48533228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Chemical physics reviews
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1