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Combining quantum chemistry, machine learning and rate theory for organic luminescent materials 结合量子化学、机器学习和速率理论研究有机发光材料
IF 39 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-17 DOI: 10.1039/D5CS00959F
Rongrong Li, Qi Ou and Zhigang Shuai

The theoretical design of highly efficient, low roll-off and full-color emission organic materials is of great interest, although there are great challenges due to the limitations of the present-day methodology. In this review, we present progress achieved in our group on the theoretical and computational investigation for the structure–property relationships and screening strategy for organic fluorescent molecules, selection of thermally activated delayed fluorescence (TADF) and multi-resonance TADF (MR-TADF) molecules for optically and electrically pumped lasing application, and high-throughput virtual screening of phosphorescent organometallic complexes. We combined a quantum chemistry method with the molecular representation learning model Uni-Mol and rate theory-based molecular material property prediction package (MOMAP) developed in our group. Finally, we outline the limitation of current computational protocols and the future directions for organic luminescent materials.

高效、低滚落和全彩发射有机材料的理论设计是非常有趣的,尽管由于当前方法的限制,存在很大的挑战。本文综述了本课程组在有机荧光分子的结构-性质关系和筛选策略的理论和计算研究、用于光学和电泵浦激光应用的热激活延迟荧光(TADF)和多共振TADF (MR-TADF)分子的选择、磷光有机金属配合物的高通量虚拟筛选等方面取得的进展。我们将量子化学方法与分子表征学习模型Uni-Mol和本小组开发的基于速率理论的分子材料性质预测包(MOMAP)相结合。最后,我们概述了当前计算协议的局限性和有机发光材料的未来发展方向。
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引用次数: 0
Towards greener-by-design fine chemicals. Part 1: synthetic frontiers 走向绿色设计的精细化学品。第一部分:综合前沿
IF 46.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-17 DOI: 10.1039/d5cs00929d
Theodore A. Gazis, Jonas Wuyts, Areti Moutsiou, Giulio Volpin, Mark J. Ford, Rodolfo I. Teixeira, Katherine M. P. Wheelhouse, Philipp Natho, Polona Žnidaršič-Plazl, Sonja Jost, Renzo Luisi, Brahim Benyahia, Bert U. W. Maes, Gianvito Vilé
In the face of intensifying market needs and mounting environmental pressures, the pharmaceutical and agrochemical sectors must revisit core aspects of process design. This review proposes a forward-looking framework for “greener-by-design” manufacturing, emphasizing the integration of sustainability from the earliest stages of synthetic planning through to industrial implementation. We focus on four interdependent levers that collectively enable this transformation: (i) solvent choice, with an emphasis on minimization, substitution, or complete elimination; (ii) substrate sourcing, favoring renewable and biomass-derived feedstocks to reduce fossil dependency; (iii) catalyst development, exploring the use of base metals, novel heterogeneous systems, and biocatalysts; and (iv) continuous-flow processing, which enhances safety, scalability, and process control. These strategies are not meant to be applied in isolation but rather in a synergistic, end-to-end manner that accounts for the full lifecycle of chemical products. By aligning synthetic efficiency with environmental responsibility, this review outlines a practical and actionable roadmap for the sustainable production of high-value fine chemicals. The convergence of synthetic chemistry with process engineering, data science, and life cycle thinking will be critical to realizing this vision, ultimately enabling more robust, circular, and future-proof manufacturing paradigms.
面对日益加剧的市场需求和不断增加的环境压力,制药和农化部门必须重新审视工艺设计的核心方面。本文提出了一个前瞻性的“绿色设计”制造框架,强调从综合规划的早期阶段到工业实施的可持续性整合。我们专注于四个相互依存的杠杆,共同实现这一转变:(i)溶剂选择,重点是最小化,替代或完全消除;(ii)基质来源,支持可再生和生物质原料,以减少对化石的依赖;(iii)催化剂开发,探索贱金属、新型异相体系和生物催化剂的使用;(iv)连续流处理,增强了安全性、可扩展性和过程控制。这些战略不是孤立实施的,而是以一种协同的、端到端的方式实施的,这种方式涵盖了化学产品的整个生命周期。通过将合成效率与环境责任相结合,本文概述了高价值精细化学品可持续生产的实际可行的路线图。合成化学与工艺工程、数据科学和生命周期思维的融合对于实现这一愿景至关重要,最终将实现更强大、更循环、更面向未来的制造范式。
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引用次数: 0
Particle swarm optimization in the realm of chemistry: from theory to applications 化学领域的粒子群优化:从理论到应用
IF 46.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1039/d5cs00912j
Megha Rajeevan, Niha, Chris John, Shobhita Mani, Rotti Srinivasamurthy Swathi
In this tutorial review, we introduce the reader to one of the most cited stochastic global optimization methods in chemistry, namely, particle swarm optimization (PSO). Beginning with a detailed description of the basic PSO algorithm, we explore how the algorithm has evolved over time to address increasingly complex chemical problems. The importance of the different aspects of the algorithm, its possible modifications and variants, and hybrid swarm intelligence techniques are presented as we navigate through various chemical applications of PSO reported in current literature. Overall, this review is intended to equip novices with a fundamental understanding of the PSO algorithm to intelligently approach any chemistry-based optimization problem they desire to explore using PSO.
在本教程回顾中,我们向读者介绍了化学中引用最多的随机全局优化方法之一,即粒子群优化(PSO)。从基本粒子群算法的详细描述开始,我们探讨了该算法如何随着时间的推移而发展,以解决日益复杂的化学问题。在我们浏览当前文献中报道的PSO的各种化学应用时,介绍了算法的不同方面,其可能的修改和变体以及混合群智能技术的重要性。总的来说,这篇综述的目的是让新手对粒子群算法有一个基本的了解,以便智能地处理任何基于化学的优化问题,他们希望使用粒子群算法进行探索。
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引用次数: 0
Hydrogen-bonded π-conjugated supramolecular polymers 氢键π共轭超分子聚合物
IF 39 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1039/D5CS00909J
Pedro Ximenis, Daniel Martínez, Llorenç Rubert and Bartolome Soberats

The self-assembly of π-conjugated molecules offers a promising route for designing advanced functional materials with tailored optical and electronic properties. Owing to their nature, organic π-conjugated scaffolds spontaneously assemble by π–π stacking, while the introduction of hydrogen-bonding (H-bonding) interactions in these systems has emerged as a key strategy to gain control over self-assembly processes and the resulting supramolecular assemblies. H-bonding provides both specificity and directionality in non-covalent interactions, facilitating the formation of well-ordered and stable structures, such as supramolecular polymers. This review examines recent advances in design strategies that leverage H-bonding chromophores to fine-tune self-assembly behavior in solution, discussing the impact of monomer design and the experimental conditions on molecular packing and the morphologies of the resulting assemblies. Along with the thermodynamic advantages of H-bonding, its impact on self-assembly kinetics is also discussed, highlighting phenomena such as pathway complexity and related concepts like living supramolecular polymerization, secondary nucleation and supramolecular polymorphism. By providing a comprehensive overview of the current state of the field, this work aims to guide future research efforts toward the rational design of hierarchically ordered π-conjugated supramolecular materials.

π共轭分子的自组装为设计具有定制光学和电子特性的先进功能材料提供了一条有前途的途径。由于其性质,有机π共轭支架通过π -π堆叠自发组装,而在这些体系中引入氢键(h -键)相互作用已成为控制自组装过程和由此产生的超分子组装的关键策略。氢键在非共价相互作用中提供了特异性和方向性,促进了有序稳定结构的形成,如超分子聚合物。本文回顾了利用氢键发色团来微调溶液中自组装行为的设计策略的最新进展,讨论了单体设计和实验条件对分子包装和最终组装的形态的影响。除了氢键的热力学优势外,还讨论了其对自组装动力学的影响,重点讨论了途径复杂性等现象以及相关概念,如活超分子聚合、二次成核和超分子多态性。通过对该领域的研究现状进行综述,本研究旨在指导未来的研究工作,以合理设计层次有序的π共轭超分子材料。
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引用次数: 0
Multifunctional nanomaterials for dental photo-theranostics 用于牙科光治疗的多功能纳米材料
IF 46.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1039/d5cs00825e
Yujia Shi, Xiaolin Sun, Jiao Fang, Chunyan Li, Biao Dong, Manlin Qi, Lin Wang
Recent studies highlight the significant promise of nanomaterial-mediated diagnostic and therapeutic strategies for managing dental diseases. Among these, photo-responsive technologies have emerged as non-invasive, targeted, and spatiotemporally controllable modalities capable of delivering efficient and site-specific interventions. The oral cavity's inherent accessibility to external light sources makes it an ideal environment for light-triggered therapeutic strategies, enabling precise control over treatment activation while minimising systemic exposure and side effects. When activated by specific wavelengths of light, photo-responsive nanomaterials trigger physicochemical reactions that can modulate the local microenvironment or visualise early-stage lesions with high precision. Advances in materials science and nanotechnology have enabled the rational design of diverse light-activated nanomaterials, including inorganic nanoparticles, organic photosensitisers, and hybrid nanocomposites, tailored for dental applications. This review provides a comprehensive overview of representative light-responsive nanomaterials with therapeutic and/or diagnostic functionality in the oral context. We investigate their mechanisms of action under light stimulation, analyse their performance relative to conventional and non-photoactivated treatments, and appraise their translational potential. In addition, we explore the current challenges facing the clinical implementation of light-activated nanomedicine in dentistry, including biocompatibility, penetration depth, and complex oral microenvironments. Finally, we offer recommendations on the design principles and treatment strategies for next-generation photo-theranostic platforms, aiming to inspire innovative approaches to dental disease management by integrating nanotechnology and photomedicine.
最近的研究强调了纳米材料介导的诊断和治疗策略在管理牙科疾病方面的重大前景。其中,光响应技术作为一种非侵入性的、有针对性的、时空可控的方式出现,能够提供有效的、特定地点的干预措施。口腔对外部光源的固有可达性使其成为光触发治疗策略的理想环境,能够精确控制治疗激活,同时最大限度地减少全身暴露和副作用。当被特定波长的光激活时,光响应纳米材料触发物理化学反应,可以调节局部微环境或高精度地可视化早期病变。材料科学和纳米技术的进步使各种光活化纳米材料的合理设计成为可能,包括无机纳米颗粒、有机光敏剂和混合纳米复合材料,为牙科应用量身定制。这篇综述提供了在口腔环境中具有治疗和/或诊断功能的代表性光反应纳米材料的全面概述。我们研究了它们在光刺激下的作用机制,分析了它们相对于常规和非光激活处理的表现,并评估了它们的转化潜力。此外,我们还探讨了目前在牙科临床应用光激活纳米药物所面临的挑战,包括生物相容性、渗透深度和复杂的口腔微环境。最后,我们提出了下一代光治疗平台的设计原则和治疗策略,旨在通过纳米技术和光医学的结合,激发创新的牙病管理方法。
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引用次数: 0
Advances in triple-phase catalysis for energy and environmental applications 三相催化在能源和环境中的应用进展
IF 39 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-13 DOI: 10.1039/D5CS00707K
Xiaoying Li, Jinwei Xu, Yusheng Ye, Baoliang Chen and Xin Xiao

Increasing attention on sustainable energy and the environment, particularly in areas like the greenhouse effect, green remediation, and green energy, has led to substantial research into the turnover of gas-phase molecules such as carbon dioxide, oxygen, and hydrogen. For gas-involved heterogeneous reactions, a “gas–liquid–solid” triple-phase catalysis system is essential to facilitate industrial-scale production and maintain continuous flow flexibility. In this system, the solid phase functions as either a catalyst or an electron conductor, while the liquid phase serves as a storage medium for products from gas molecule reactions or as an ionic conductor for charge balance. However, achieving a stable triple-phase interface remains challenging, posing obstacles to long-term operational performance and widespread industrial adoption. In this review, we outline the evolutionary path, fundamental principles, recent optimization strategies, and advanced in situ characterization in triple-phase catalysis research. We also explore typical environmental applications of triple-phase catalysis, such as air treatment, waste management, hydrogen evolution, CO2 reduction, and oxygen reduction, focusing on their mechanisms, architecture optimization, and influential factors. Finally, we discuss future directions in triple-phase catalysis to deepen process understanding, enhance performance, and reduce costs. This review aims to inspire and guide future research in triple-phase catalysis for more sustainable energy and environmental applications.

对可持续能源和环境的关注日益增加,特别是在温室效应、绿色修复和绿色能源等领域,导致对二氧化碳、氧气和氢气等气相分子的转换进行了大量研究。对于涉及气体的非均相反应,“气-液-固”三相催化系统对于促进工业规模生产和保持连续流动灵活性至关重要。在该体系中,固相作为催化剂或电子导体,而液相作为气体分子反应产物的存储介质或作为电荷平衡的离子导体。然而,实现稳定的三相接口仍然具有挑战性,这对长期运行性能和广泛的工业应用构成了障碍。本文综述了三相催化的发展历程、基本原理、优化策略以及原位表征等方面的研究进展。本文还探讨了三相催化在空气处理、废物管理、析氢、CO2还原和氧气还原等方面的典型环境应用,重点探讨了其机理、结构优化和影响因素。最后,我们讨论了三相催化的未来发展方向,以加深对过程的理解,提高性能和降低成本。本文综述旨在启发和指导未来三相催化技术在能源和环境方面的可持续应用。
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引用次数: 0
Programmable tissue-adhesive hydrogels with temporal and spatial selectivity 具有时间和空间选择性的可编程组织粘合剂水凝胶
IF 39 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-13 DOI: 10.1039/D4CS01297F
Lei Liang, Hong Zhang, Fanglian Yao and Junjie Li

With the expanding application of hydrogels in the biomedical filed, tissue-adhesive hydrogels (TAHs) have emerged as a critical focus of research. Unlike conventional adhesives, achieving effective tissue adhesion requires a sophisticated strategy that addresses the challenges posed by the complex biological microenvironment. Critical considerations in hydrogel design include the dynamic wet environment in vivo, spatiotemporally controlled adhesion, and asymmetric interfacial interactions. These properties cannot be attained through universal solutions but require customized design frameworks integrating multi-scale engineering principles. Recent advances have systematically optimized hydrogel adhesion through integrating multi-scale design principles: microscale mechanisms of physical/chemical interactions, molecular-scale modifications such as hydrophobic chain segments and topological entanglements, and macroscale structural patterning. Driven by advancements in polymer science, materials science, and biomedical engineering, the development of TAHs has evolved from single-function adhesion enhancement to the rational design of multifunctional bioactive adhesive systems with programmable adhesion across multiple dimensions. This review provides a comprehensive overview of current advancements in TAHs, identifies key challenges in clinical translation, and proposes future directions to bridge fundamental discoveries with practical biomedical applications.

随着水凝胶在生物医学领域的广泛应用,组织黏附水凝胶(TAHs)已成为一个重要的研究热点。与传统的粘合剂不同,实现有效的组织粘附需要一种复杂的策略来解决复杂的生物微环境带来的挑战。水凝胶设计的关键考虑因素包括体内动态潮湿环境、时空控制的粘附性和不对称界面相互作用。这些特性不能通过通用解决方案实现,而是需要集成多尺度工程原理的定制设计框架。最近的研究进展通过整合多尺度设计原则,系统地优化了水凝胶的粘附性:微观尺度的物理/化学相互作用机制,分子尺度的修饰,如疏水链段和拓扑纠缠,以及宏观尺度的结构模式。在聚合物科学、材料科学和生物医学工程进步的推动下,TAHs的发展已经从单一功能的粘附增强发展到合理设计多功能生物活性粘附系统,具有跨多个维度的可编程粘附。这篇综述提供了当前TAHs进展的全面概述,确定了临床转化中的关键挑战,并提出了将基础发现与实际生物医学应用相结合的未来方向。
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引用次数: 0
Multi-site electrocatalysts for hydrogen production under neutral conditions. 中性条件下制氢的多位点电催化剂。
IF 46.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1039/d5cs00881f
Zhouzhou Wang,Jianqing Zhou,Yaran Shi,Li Luo,Haoran Li,Qiancheng Zhou,Chunchun Wang,Zhuo Xing,Ze Yang,Ying Yu
Electrochemical water splitting offers a sustainable pathway for hydrogen production, yet realizing high-efficiency operation at neutral pH remains a formidable challenge due to the sluggish interfacial kinetics, limited ionic conductivity, and complex proton transfer behavior. Recently, the emergence of multi-site electrocatalysts has provided a powerful strategy to decouple and optimize each elementary step of the neutral hydrogen evolution reaction (HER). This review presents a timely and in-depth analysis of the reaction mechanisms, electrolyte effects, and interfacial micro-environments that define the HER under neutral conditions. We highlight the recent progress in the performance metrics, design, synthesis, and structural engineering of multi-site catalytic systems, with an emphasis on their role in facilitating water dissociation and hydrogen evolution, along with critical discussions on advanced characterization techniques. Finally, we examine the prospects of translating laboratory-scale discoveries to practical neutral-pH water electrolysis systems. This review aims to offer a foundational understanding and forward-looking perspectives for developing next-generation electrocatalysts tailored to neutral water splitting.
电化学水分解为制氢提供了一条可持续的途径,但由于界面动力学缓慢、离子电导率有限、质子转移行为复杂,在中性pH下实现高效操作仍然是一个艰巨的挑战。近年来,多位点电催化剂的出现为解耦和优化中性析氢反应(HER)的每个基本步骤提供了强有力的策略。本文对中性条件下HER的反应机理、电解质效应和界面微环境进行了及时而深入的分析。我们重点介绍了多位点催化系统在性能指标、设计、合成和结构工程方面的最新进展,重点介绍了它们在促进水解离和析氢方面的作用,以及对先进表征技术的关键讨论。最后,我们研究了将实验室规模的发现转化为实际的中性ph水电解系统的前景。本文综述旨在为开发适合中性水分解的新一代电催化剂提供基础认识和前瞻性观点。
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引用次数: 0
Chemical tools for discriminating single nucleotide variants: from design principles to clinical applications. 鉴别单核苷酸变异的化学工具:从设计原则到临床应用。
IF 46.2 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1039/d5cs01006c
Dan Huang,Yao Liu,Guan Alex Wang,Sitong Lv,Yun Tan,Feng Li
Small variations in nucleic acids, such as single-nucleotide variants (SNVs), can have a profound phenotypic impact and are essential and often confirmatory biomarkers for disease diagnosis. Because of the subtle structural and energetic difference between an SNV and its wild-type (WT) counterpart, accurate discrimination of minute SNVs in complex biological and clinical samples, especially in the presence of high concentrations of WT sequences, presents a formidable analytical challenge. In this review, we provide a comprehensive overview of three mainstream chemical tools for recognizing and discriminating SNVs, with an emphasis on their underlying thermodynamic, kinetic, and enzymatic principles. We also discuss two emerging clinical applications of SNV discrimination tools in the point-of-care diagnosis of infectious diseases and precision management of cancer, which have enabled numerous recent innovations in assay development and device fabrication. By illustrating the design principles and clinical applications, we hope this review will help guide the best use of chemical tools for detecting, quantifying, and enriching SNVs and inspire new ideas, technological advances, and engineering strategies for addressing ongoing clinical challenges.
核酸的微小变异,如单核苷酸变异(snv),可以产生深远的表型影响,是疾病诊断必不可少的、通常是确诊性的生物标志物。由于SNV与野生型(WT)之间微妙的结构和能量差异,在复杂的生物和临床样品中准确区分微小SNV,特别是在存在高浓度WT序列的情况下,提出了一个艰巨的分析挑战。在这篇综述中,我们提供了三种主流的化学工具来识别和区分snv,重点介绍了它们潜在的热力学,动力学和酶原理。我们还讨论了两种新兴的SNV鉴别工具的临床应用,即传染病的即时诊断和癌症的精确管理,这使得最近在检测开发和设备制造方面的许多创新成为可能。通过阐述设计原理和临床应用,我们希望这篇综述将有助于指导化学工具在检测、量化和丰富snv方面的最佳应用,并激发新的想法、技术进步和工程策略,以应对当前的临床挑战。
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引用次数: 0
Ab initio electronic structure calculations of lanthanide single-molecule magnets; a practical guide 镧系单分子磁体从头计算电子结构实用指南
IF 39 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2025-11-11 DOI: 10.1039/D5CS00493D
Nicholas F. Chilton

Research into single-molecule magnetism lies at the nexus of challenging synthetic chemistry, spin physics and ab initio quantum chemistry. There are no “one-size-fits-all” textbooks and as such it can be challenging for beginners to navigate the intersection of these fields. This tutorial review is intended as a primer for preparation and interpretation of ab initio calculations of lanthanide single-molecule magnets, with a specific focus on using the OpenMolcas program.

对单分子磁性的研究是具有挑战性的合成化学、自旋物理学和从头算量子化学的联系。没有“放之四海而皆准”的教科书,因此对于初学者来说,在这些领域的交叉点上导航是具有挑战性的。本教程回顾的目的是作为准备和解释从头计算镧系单分子磁体的入门,特别侧重于使用OpenMolcas程序。
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引用次数: 0
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