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Leveraging the Synergy between Mechanistic Insight and Machine Learning for Predictive Structure–Performance Relationships in Organic Synthesis 利用机械洞察和机器学习之间的协同作用来预测有机合成中的结构-性能关系
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-08 DOI: 10.1021/acs.accounts.6c00547
Yi-Zhou Sun, Shuo-Qing Zhang, Xin Hong

Understanding how molecularstructure determines reaction performanceis a central objective of physical organic chemistry and an increasinglyimportant challenge in data-driven organic synthesis. As the frontiersof synthetic chemistry continue to advance, predictive structure–performancerelationship modeling is expected not only to reproduce known reactionoutcomes but also to guide new chemical design. In this Account, wesummarize our efforts to integrate mechanistic insight with machinelearning across data construction, model development, and discoveryapplications. At the data level, mechanistic understanding can helpdefine reaction spaces and learning targets, allowing automated densityfunctional theory calculations and literature-derived databases tobecome chemically consistent learning resources. This idea is illustratedby computed selectivity data sets for radical C–H functionalizationand Cu(II)-mediated radical bond formation as well as literature databasesfor asymmetric hydrogenation of olefins and N,N′-dioxide/metal-catalyzedMichael additions. At the modeling level, mechanistic knowledge canbe embedded into reaction representations and model architectures.Transition-state-based reaction encoding introduces pathway-specificstereochemical information into enantioselectivity prediction, whilesteric- and electronics-embedded molecular graphs incorporate physicalorganic effects directly into molecular deep learning. At the discoverylevel, mechanistic relatedness provides a basis for selecting historicaldata and transferring structure–performance relationships intolow-data chemical space. This mechanism-guided transfer learning formalizeshow chemists reuse related precedents, enabling few-shot catalystligand discovery for Ni-catalyzed atroposelective Suzuki–Miyauracoupling. A central lesson from these studies is that mechanisticinsight is not a replacement for machine learning but the chemicalfoundation that makes it more reliable, interpretable, and extrapolative.By translating mechanistic understanding into data boundaries, reactionrepresentations, and transfer strategies, machine learning can movebeyond retrospective fitting and become a chemically grounded frameworkfor predicting and discovering new organic reactions.

了解分子结构如何决定反应性能是物理有机化学的中心目标,也是数据驱动有机合成中日益重要的挑战。随着合成化学领域的不断发展,预测结构-性能关系模型不仅可以重现已知的反应结果,还可以指导新的化学设计。在本帐户中,我们总结了我们在数据构建,模型开发和发现应用程序中将机械洞察力与机器学习集成的努力。在数据层面,机制理解可以帮助定义反应空间和学习目标,允许自动化密度泛函理论计算和文献衍生数据库成为化学一致的学习资源。通过计算自由基C-H功能化和Cu(II)介导的自由基键形成的选择性数据集以及烯烃不对称氢化和N,N ' -二氧化氮/金属催化的Michael加成的文献数据库,可以说明这一观点。在建模级别,机械知识可以嵌入到反应表示和模型体系结构中。基于过渡态的反应编码将途径特异性立体化学信息引入对映体选择性预测,而空间和电子嵌入的分子图将物理有机效应直接纳入分子深度学习。在发现层面,机制关联为选择历史数据和将结构-性能关系转移到低数据化学空间提供了基础。这种机制引导的迁移学习形式化了化学家如何重用相关先例,使镍催化的atroopselective Suzuki-Miyaura偶联的少量催化剂配体发现成为可能。这些研究的一个核心教训是,机械洞察不是机器学习的替代品,而是使其更可靠、可解释和可推断的化学基础。通过将机制理解转化为数据边界、反应表示和迁移策略,机器学习可以超越回顾性拟合,成为预测和发现新的有机反应的化学基础框架。
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引用次数: 0
Radical Hydrofunctionalization Using Light Driven, Reductive Cobalt Hydride Catalysis 利用光驱动、还原性氢化钴催化自由基加氢功能化
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-09-30 DOI: 10.1021/acs.accounts.6c00516
Hanqi Zhou, He Chen, Christopher J. Teskey
<p>First row transition metalssuch as iron, cobalt and manganesewith weak-field ligands are able to form metal hydride species insitu which have a weak M–H bond. In these cases, the formaladdition of a hydrogen atom to an olefin is thermodynamically favored.The high regio and chemoselectivity of this process, termed metalhydride hydrogen-atom-transfer (MHAT) catalysis, together with thebroad availability of olefins and the divergent reaction pathwaysfrom the carbon centered radical that is formed, has resulted in awide range of radical hydrofunctionalization strategies that havebeen used extensively in complex synthetic settings.</p><p>Until around5 years ago, a typical catalytic cycle for formingthe metal hydride relied on oxidation as a first step, followed byreaction with a hydride equivalent. The requirement to find compatibleoxidant/reductant pairs defined and limited the scope of this chemistry.However, several groups including our own recognized that it wouldinstead be possible to first <em>reduce</em> the metal andthen protonate the low-valent form to yield the same metal hydridespecies. This net reductive approach would unlock new avenues foronward reactivity, circumventing the compatibility issues associatedwith the reagents used previously.</p><p>A number of different approachesto this reductive MHAT paradigmhave been reported, using chemical reductants, electrochemistry orphotochemistry. Our group has focused on the merger of cobalt catalysisand photocatalysis to enable new hydrofunctionalization reactivity.Under reductive reaction conditions, it is possible to simultaneouslyform a persistent radical via single electron reduction and couplethis with the radical formed from the alkene. We have used this conceptto couple alkenes with cyanoarenes, pyridyl phosphonium salts, ketonesand imines.</p><p>Radical rearrangements, initiated by MHAT, can takeplace thatwere previously inefficient or not possible under oxidative MHAT conditions.We have used this to promote aryl migration reactions, building newC–C bonds with sterically demanding aromatic groups. And mostrecently, we have reported the combination of MHAT catalysis withreductive radical polar crossover, a new type of reactivity that enablesthe use of an electrophile as a coupling partner, contrasting withthe commonly reported oxidative radical polar crossover pathway wherehydrofunctionalization takes place with nucleophiles.</p><p>In summary,the reductive MHAT concept has reinvigorated interestin radical hydrofunctionalization reactions. Here, we present ourjourney in uncovering new reactivities accessible only through thiscatalytic paradigm, enabled by photochemistry. We are confident thatboth the synthetic utility and the broader appeal of this modern approachto classical MHAT reactivity will continue to increase in the comingyears, driven by the growing demand for catalytic systems that employearth-abundant transition metals and which enable direct functionalizationof native olefin
带有弱场配体的第一排过渡金属,如铁、钴和锰,能够在原位形成具有弱M-H键的金属氢化物。在这些情况下,烯烃上氢原子的形式加成在热力学上是有利的。这个过程的高区域和化学选择性,称为甲基氢化物氢原子转移(MHAT)催化,加上烯烃的广泛可用性和碳中心自由基形成的不同反应途径,导致了广泛的自由基加氢功能化策略,已广泛用于复杂的合成环境。直到大约5年前,形成金属氢化物的典型催化循环依赖于氧化作为第一步,然后是与同等氢化物的反应。寻找相容氧化剂/还原剂对的要求定义并限制了该化学的范围。然而,包括我们自己的研究小组在内的几个小组认识到,首先还原金属,然后将低价形式的质子化以产生相同的金属氢化物是不可能的。这种净还原方法将为进一步的反应性开辟新的途径,避免了与以前使用的试剂相关的兼容性问题。已经报道了许多不同的方法来实现这种还原性的MHAT范式,使用化学还原剂,电化学或光化学。我们的团队专注于钴催化和光催化的合并,以实现新的氢功能化反应性。在还原反应条件下,可以通过单电子还原同时形成持久自由基,并与烯烃形成的自由基偶联。我们用这个概念偶联烯烃与氰芳烃,吡啶基磷酸盐,酮和亚胺。由MHAT引发的自由基重排可以发生以前在氧化MHAT条件下效率低下或不可能发生的重排。我们已经用它来促进芳基迁移反应,与具有空间要求的芳基建立新的c - c键。最近,我们报道了MHAT催化与还原性自由基极性交叉的结合,这是一种新型的反应活性,可以使用亲电试剂作为偶联伙伴,与通常报道的氧化自由基极性交叉途径形成对比,氧化自由基极性交叉途径与亲核试剂发生氢化功能化。总之,还原性MHAT概念重新激发了人们对自由基氢化反应的兴趣。在这里,我们展示了我们的旅程,发现新的反应只能通过这种催化范式,由光化学实现。我们相信,在对催化系统需求不断增长的推动下,合成用途和这种现代方法对经典MHAT反应性的更广泛吸引力将在未来几年继续增加,这些催化系统使用丰富的过渡金属,能够直接功能化天然烯烃功能。
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引用次数: 0
Dynamic Speciation as a Hidden Driver of Reactivity: Lessons from Organozinc Chemistry 动态物种形成作为反应性的隐藏驱动力:来自有机锌化学的教训
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-20 Epub Date: 2026-10-01 DOI: 10.1021/acs.accounts.6c00598
Michał Terlecki, Iwona Justyniak, Krzysztof Budny-Godlewski, Janusz Lewiński
<p>Organometallic reactivity is traditionally rationalizedin termsof well-defined molecular structures. In this Account, we argue thatfor organozinc compounds, this picture is incomplete: their reactivityis governed not by isolated molecules but by dynamic speciation landscapes─equilibratingLewis acid–base adducts, interconverting aggregates, speciesgenerated by Schlenk redistribution, transient intermediates, andphase-confined assemblies whose composition evolves throughout a reaction.Drawing on more than two decades of our group’s work, we showthat reaction outcomes emerge from the identity and evolution of thesereactive ensembles rather than from any single species that can becrystallized and assigned a formula. Moving from static structuresto reactive landscapes, we first consider molecular complexes as programmablereactive platforms, in which aggregation and donor coordination generatefamilies of interconverting species that can be deliberately tuned.We then recast Schlenk equilibria, long regarded as a passive redistributionnuisance, as an active determinant of reactivity: by continuouslyreshaping the pool of available reagents, they define which speciesare present when the reaction occurs and thereby redirect its course.</p><p>Asymmetric catalysis puts the ensemble picture to its sharpesttest. For example, chiral amplification in the dialkylzinc additionto aldehydes is classically explained by an equilibrium between catalyticallyactive and dormant aggregates, a two-level picture of the reactiveensemble. Our work on bifunctional alcohols indicates that this ensembleis richer: we isolated an unprecedented tetranuclear zinc aggregate,pointing to higher-nuclearity species as possible sources of the catalyticallycompetent centers. The unexpected incorporation of the solvent intoone such species further showed that even the reaction medium participatesin shaping the ensemble. Conversely, where the ensemble proved simpleenough to define─as in the epoxidation of enones by zinc alkylperoxides─itbecame a design tool: systematic ligand modification delivered enantioselectivitiesreaching 91% <em>ee</em>. Speciation control overturns aneven longer-standing assumption. The reaction of organozinc compoundswith O<sub>2</sub>, long treated as an uncontrolled radical process,emerges instead as a sequence of elementary steps governed by latentLewis acidity, inner-sphere electron transfer (ISET), and productinhibition─steps that allow reactive intermediates to be intercepted,giving controlled access to alkylzinc alkylperoxides and related oxygenatedspecies.</p><p>Beyond homogeneous solution, we show how phase-dependentspeciationmodulates reactivity in the solid state: mechanochemical and phase-confinedenvironments, together with supramolecular self-assembly, stabilizeensembles and open pathways─and give access to functional materials─inaccessiblein solution, establishing a continuum linking molecular speciationto materials formation.</p><p>Across these system
传统上,有机金属的反应性是根据定义良好的分子结构来合理化的。在本文中,我们认为对于有机锌化合物,这一图景是不完整的:它们的反应活性不是由孤立的分子决定的,而是由动态的物种形成景观决定的──平衡的lewis酸碱加合物、相互转化的聚集体、由Schlenk再分配产生的物种、瞬态中间体和在整个反应过程中组成演变的相限制组合。根据我们小组二十多年的工作,我们表明,反应结果来自这些反应性组合的身份和进化,而不是来自任何可以结晶并指定公式的单一物种。从静态结构到反应景观,我们首先将分子复合物视为可编程的反应平台,其中聚集和供体协调产生可故意调整的相互转换物种家族。然后,我们将长期以来被认为是被动再分配问题的施伦克平衡重新定义为反应性的主动决定因素:通过不断重塑可用试剂池,它们定义了当反应发生时哪些物质存在,从而改变其过程。不对称催化将整体图景推向了最尖锐的考验。例如,二烷基锌添加到醛中的手性扩增,经典的解释是催化活性和休眠聚集之间的平衡,这是反应系综的两级图。我们对双功能醇的研究表明,这种组合更为丰富:我们分离出了一种前所未有的四核锌聚集体,指出更高核的物种可能是催化能力中心的来源。溶剂意外地掺入到这样一种物质中,进一步表明即使是反应介质也参与了整体的形成。相反地,当证明合集简单到足以定义时──如烷基过氧化物锌对烯酮的环氧化──它就成为一种设计工具:系统配体修饰的对映选择性达到91% ee。物种形成控制推翻了一个更长久的假设。有机锌化合物与O2的反应,长期以来被视为一个不受控制的自由基过程,而是作为一系列基本步骤出现,这些步骤由潜在的刘易斯酸度、球内电子转移(ISET)和生产抑制所控制,这些步骤允许活性中间体被拦截,从而使烷基锌烷基过氧化物和相关的含氧物质得到控制。除了均相溶液之外,我们还展示了相依赖的形态如何调节固态中的反应性:机械化学和相限制环境,以及超分子自组装,稳定了集合和开放途径──并提供了无法在溶液中获得的功能材料──建立了将分子形态与材料形成联系起来的连续体。在这些系统中,有一个原则是一致的:反应性物种通常不是一个孤立的分子,而是一个进化集合的短暂成员。最后,我们提出了三个我们认为具有决定性的挑战:动态物种形成必须在操作条件下直接监测,结合原位光谱、衍射、计算和动力学;聚合、供体协调、Schlenk平衡和限制应被视为设计变量,而不是复杂性;掌握有机锌的形态形成为更可预测的反应活性和合理的分子到物质转化提供了一条途径。
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引用次数: 0
EnantioselectiveReactions of Palladium Enolate Intermediates:Beyond Allylic Alkylation 钯烯醇酯中间体的对映选择反应:超越烯丙基烷基化
IF 18.3 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-16 DOI: 10.1021/acs.accounts.6c00544
Christian Santiago Strong,Peng-Jui Chen,Alexander Q. Cusumano,William A. Goddard,Brian M. Stoltz
Conspectus The enantioselective Pd-catalyzed allylic alkylation reaction has proven to be an incredibly powerful and versatile methodology for the construction of stereoenriched building blocks bearing all-carbon quaternary centers. We have contributed to this field by investigating the application of chiral phosphinooxazoline (PHOX) palladium catalysts in the context of asymmetric alkylations of unstabilized nucleophiles toward a diverse array of products. In the course of our computational and mechanistic investigations, we have uncovered an oxygen-bound Pd enolate intermediate that is proposed to undergo an inner-sphere pericyclic reductive elimination. This mechanistic hypothesis stands in contrast to the outer-sphere and charge-separated mechanisms proposed for many other Pd-catalyzed allylic alkylation reactions. Intercepting this chiral enolate with other electrophiles beyond an allyl group would allow more diverse chemical space to be accessible using this platform. This Account describes several distinct approaches toward this end that are enabled by joint computational and experimental mechanistic studies. To begin, we discuss our early efforts to intercept Pd enolates using exogeneous electrophiles such as acidic protons and benzylidene malononitriles. Through these approaches, we discovered that strongly activated and polarized external electrophiles were the most successful substrates in the context of selective asymmetric transformations. We have expanded this scope to weaker carbon electrophiles by intramolecularly tethering these groups to our Pd enolate precursors alongside the application of exogeneous allyl scavengers. These strategies allow the formation of products that do not bear an allyl substituent. This development enabled construction of a library of chiral spirocycles, motifs that are prevalent in bioactive molecules. In order to extend the range of electrophiles compatible with this chemistry, we have identified the use of terminally substituted allyl groups to be important for the formation of stereotriads and -tetrads. Exploring these reactions experimentally and computationally has suggested new possible turnover mechanisms and stereochemical considerations that have informed further design iterations.
对映选择性pd催化的烯丙基烷基化反应已被证明是一种令人难以置信的强大和通用的方法,用于构建具有全碳四元中心的立体富集构建块。我们通过研究手性磷酰唑啉(PHOX)钯催化剂在不稳定亲核试剂的不对称烷基化反应中的应用,为这一领域做出了贡献。在我们的计算和机制研究过程中,我们发现了一种氧结合的Pd烯酸酯中间体,该中间体被提议经历球内周环还原消除。这种机制假说与许多其他pd催化的烯丙基烷基化反应的外球和电荷分离机制形成对比。将这个手性烯醇酯与烯丙基以外的其他亲电试剂阻断,将允许利用这个平台获得更多不同的化学空间。本文描述了几种不同的方法,这些方法是通过联合计算和实验机制研究实现的。首先,我们讨论了我们早期使用外相亲电试剂(如酸性质子和苄基丙二腈)拦截Pd烯醇化物的努力。通过这些方法,我们发现强烈激活和极化的外部亲电试剂是选择性不对称转化背景下最成功的底物。通过在分子内将这些基团连接到Pd烯醇酸酯前体以及外源烯丙基清除剂的应用,我们将这一范围扩大到较弱的碳亲电试剂。这些策略允许形成不含烯丙基取代基的产物。这一发展使手性旋环库的构建成为可能,旋环是生物活性分子中普遍存在的基序。为了扩大与这种化学相容的亲电试剂的范围,我们已经确定使用末端取代的烯丙基对于形成立体三联体和-四联体是重要的。通过实验和计算探索这些反应,提出了新的可能的周转机制和立体化学考虑,为进一步的设计迭代提供了信息。
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引用次数: 0
Enterovirus2C Protein Drug Design, Assay Development,and Drug Resistance Studies 肠病毒2c蛋白药物设计、试验开发和耐药性研究
IF 18.3 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-16 DOI: 10.1021/acs.accounts.6c00501
Kan Li,Hiwot A Demssie,Guangjin Fan,Jun Wang
Conspectus In this Account, we describe our efforts to establish enteroviral 2C as a tractable target for antiviral drug discovery by integrating medicinal chemistry, molecular pharmacology, resistance profiling, structural modeling, and assay development. Rather than relying solely on conventional phenotypic high-throughput screening, our initial studies focused on the rational optimization of reported 2C inhibitors identified from a drug-repurposing campaign. This strategy led to quinoline-based antivirals with substantially improved potency and selectivity against enterovirus D68 (EV-D68), providing early medicinal chemistry insights into ligand recognition by enteroviral 2C and supporting the feasibility of chemically targeting this protein. Building on these findings, we subsequently developed pyrazolopyridine-based inhibitors, which evolved into one of the most potent classes of enteroviral 2C inhibitors reported to date. Mechanistic studies combining differential scanning fluorimetry (DSF), serial viral passage, reverse genetics, and molecular modeling supported direct engagement of a conserved allosteric pocket corresponding to the previously defined (S)-fluoxetine binding site. Structure-guided optimization led to Jun6504, a rationally designed 2C inhibitor with improved metabolic stability, favorable pharmacokinetic properties, and robust in vivo efficacy in a neonatal mouse model of EV-D68-induced paralysis. Collectively, these studies provided strong pharmacological validation of 2C as a therapeutically actionable antiviral target. In parallel, we recognized that the absence of direct, scalable biochemical assays was a major impediment to 2C-targeted antiviral discovery. To address this bottleneck, we developed a fluorescence polarization-based binding assay that monitors ligand engagement of the conserved allosteric pocket in enteroviral 2C proteins. Using Jun14157, a fluorescent probe derived from the pyrazolopyridine inhibitor series, this platform enabled direct, quantitative, and high-throughput characterization of ligand–2C interactions across EV-D68, EV-A71, and CVB3. Coupling this assay with structure-based virtual screening further enabled the identification of new allosteric inhibitor scaffolds and established a generalizable discovery platform for enteroviral 2C inhibitors. Together, these studies define an integrated framework for enteroviral 2C antiviral discovery, spanning hit-to-lead optimization, mechanism of action studies, resistance mapping, pharmacological validation, and assay innovation. Continued advances in inhibitor-bound structural elucidation, broad-spectrum inhibitor design, and next-generation therapeutic strategies should further accelerate the development of clinically useful antivirals targeting enteroviral 2C proteins.
在这篇文章中,我们描述了我们通过整合药物化学、分子药理学、耐药性分析、结构建模和分析开发,将肠病毒2C作为抗病毒药物发现的一个易于处理的靶标所做的努力。我们最初的研究不是仅仅依赖于传统的表型高通量筛选,而是专注于从药物再利用运动中发现的2C抑制剂的合理优化。这一策略导致基于喹啉的抗病毒药物对肠病毒D68 (EV-D68)具有显著提高的效力和选择性,为肠病毒2C的配体识别提供了早期药物化学见解,并支持化学靶向该蛋白的可行性。基于这些发现,我们随后开发了基于吡唑吡啶的抑制剂,它发展成为迄今为止报道的最有效的肠病毒2C抑制剂之一。结合差示扫描荧光法(DSF)、连续病毒传代、反向遗传学和分子模型的机制研究支持了与先前定义的(S)-氟西汀结合位点对应的保守变弹性口袋的直接作用。在结构导向优化下,设计合理的2C抑制剂Jun6504在ev - d68诱导的新生小鼠麻痹模型中具有更好的代谢稳定性、良好的药代动力学特性和强大的体内疗效。总的来说,这些研究提供了强有力的药理学验证2C作为治疗上可操作的抗病毒靶点。同时,我们认识到缺乏直接的、可扩展的生化分析是发现2c靶向抗病毒药物的主要障碍。为了解决这一瓶颈,我们开发了一种基于荧光偏振的结合试验,以监测肠病毒2C蛋白中保守变容袋的配体结合。使用Jun14157(一种衍生自吡唑吡啶抑制剂系列的荧光探针),该平台能够直接、定量和高通量地表征EV-D68、EV-A71和CVB3的配体- 2c相互作用。将该试验与基于结构的虚拟筛选相结合,进一步鉴定了新的变构抑制剂支架,并建立了一个可推广的肠病毒2C抑制剂发现平台。总之,这些研究定义了肠病毒2C抗病毒药物发现的综合框架,涵盖了从命中到先导的优化、作用机制研究、耐药性绘制、药理学验证和检测创新。抑制剂结合结构解析、广谱抑制剂设计和下一代治疗策略的持续进展将进一步加速临床有用的针对肠病毒2C蛋白的抗病毒药物的开发。
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引用次数: 0
ElectrochemicalSite-Selective Aromatic C–HAmination via Bicyclic N-Radical Cations 通过双环n自由基阳离子的电化学选择性芳族C-HAmination
IF 18.3 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-16 DOI: 10.1021/acs.accounts.6c00576
SangHyun Lee,Trung-Kien H. Nguyen,Griffin Stewart,Christian A. Malapit
Conspectus Aromatic amination has long been a reaction of interest in organic synthesis, and aromatic amines themselves are prized for their bioactivity and their usefulness in the synthesis of organic materials. However, traditional syntheses have struggled to directly access aryl amines, going through sequences of aromatic prefunctionalization followed by reduction or cross-coupling. Modern advances in the control of radical chemistry have reopened the avenue of aromatic C–H functionalization based on electrophilic radical(s) (cations). However, radical C–H amination methods have struggled with generality in aromatic substrate, being unable to access electron poor arenes in a selective manner. Further challenges present themselves in the fundamental reactivities of amino radical(s) (cations), due to their tendency to undergo alpha elimination in oxidizing conditions, forcing the field to access such radicals reductively through activated, electrophilic precursors. Bicyclic amino radical cations, however, have proven more robust, due to their constrained geometry. In this Account, we present our efforts to broaden the utility of radical aromatic C–H amination using bicyclic amino radical cations generated via electrochemistry. We first recount the synthetic results of accessing these radicals reductively, showing selective radical amination. Computational studies help to illuminate the chemoselectivity of the amination reaction compared to other known reactivities of N-radical cations, such as hydrogen atom transfer (HAT). Next, we flipped the polarity of N-radical cation generation to oxidative, utilizing the bicyclic amine itself as an oxidizable radical cation precursor. By leveraging both electrophilicity-enhancing conditions and the inherent recyclability of bicyclic amines in anodic electrochemical systems, we were successfully able to broaden the scope of aromatic C–H amination to highly electron deficient arenes. The broader scope of the reaction was able to shed more light on the regioselectivity, showing that positional electron density is not the only determining factor in radical C–H amination. Photoelectrochemical studies revealed that arene oxidation mechanisms were operative for electron-rich arenes, explaining their preservation and efficient amination in a system otherwise expected to be too oxidizing. Lastly, we showcased that the resulting aryl-ammonium salts can (1) be transformed into an array of aryl piperazine derivatives through substitution/elimination and (2) act as synthetically useful aryl radical precursors in C–C, C–B, and C–P bond formations. We anticipate that the direct comparison between our two systems can help future synthetic efforts parse between reductive or oxidative strategies when targeting new electrophilic radicals, recognizing inherent advantages of each approach.
芳香胺化反应长期以来一直是有机合成领域的研究热点,芳香胺本身因其生物活性和在有机材料合成中的用途而受到重视。然而,传统的合成方法很难直接获得芳基胺,需要经过芳香预功能化序列,然后进行还原或交叉偶联。自由基化学控制的现代进展重新开启了芳烃烃基官能化的亲电自由基(s)阳离子的途径。然而,自由基C-H胺化方法在芳香族底物中的通用性一直存在问题,无法以选择性的方式接近电子贫乏的芳烃。进一步的挑战出现在氨基自由基(阳离子)的基本反应性中,由于它们在氧化条件下倾向于经历α消除,迫使该领域通过活化的亲电前体还原这些自由基。然而,双环氨基自由基阳离子由于其受约束的几何结构,已被证明更为强健。在这篇文章中,我们展示了我们的努力,以扩大利用通过电化学产生的双环氨基自由基阳离子的芳香族C-H胺化的效用。我们首先叙述了还原获得这些自由基的合成结果,显示了选择性自由基胺化。计算研究有助于阐明胺化反应的化学选择性,与其他已知的n自由基阳离子的反应性相比,如氢原子转移(HAT)。接下来,我们利用双环胺本身作为可氧化的自由基阳离子前体,将n自由基阳离子的极性翻转为氧化性。通过利用亲电性增强条件和双环胺在阳极电化学系统中固有的可回收性,我们成功地将芳香族C-H胺化的范围扩大到高度缺电子的芳烃。更广泛的反应范围能够揭示更多的区域选择性,表明位置电子密度不是自由基C-H胺化的唯一决定因素。光电化学研究表明,芳烃氧化机制对富电子芳烃是有效的,这解释了它们在一个否则被认为是氧化性太强的体系中保存和有效的胺化。最后,我们证明了生成的芳基铵盐可以(1)通过取代/消除转化为一系列芳基哌嗪衍生物,(2)在C-C、C-B和C-P键形成中作为合成有用的芳基自由基前体。我们预计,这两种体系之间的直接比较可以帮助未来的合成工作在针对新的亲电自由基时分析还原或氧化策略,认识到每种方法的固有优势。
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引用次数: 0
From Chlorogermanes to Carbon–Germanium Bonds: Electrochemical Strategies for Modular Germylation 从氯锗到碳锗键:模块化萌芽化的电化学策略
IF 18.3 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-12 DOI: 10.1021/acs.accounts.6c00633
Haifeng Chen,Magnus Rueping
Organogermanium compounds have attracted growing interest in materials science, medicinal chemistry, and catalysis because of their distinctive electronic properties, tunable steric environments, high chemical stability, and emerging utility as bioisosteric motifs. Despite these attractive features, the development of general and modular methods for carbon–germanium (C–Ge) bond formation has lagged that of silicon and tin. Conventional approaches frequently rely on preformed organometallic reagents, hydrogermanes, or stoichiometric chemical reductants, thereby limiting functional-group compatibility and the direct use of readily available organic electrophiles.Electrochemical synthesis offers an alternative strategy in which electron transfer can be regulated through electrode potential, current, catalyst identity, and cell configuration. In this context, chlorogermanes are particularly attractive germylating reagents because they are readily accessible, bench-stable, and structurally tunable. Their combination with electrochemical activation enables the controlled generation of low-valent metal species, carbon-centered radicals, metal-germyl intermediates, or nucleophilic germanium species, depending on the catalyst and electrochemical regime. This mechanistic flexibility provides opportunities to construct C–Ge bonds without the prior preparation of organogermanium nucleophiles.In this Account, we describe our efforts to establish chlorogermane-based electrochemical germylation as a modular platform for C(sp3)–Ge, C(sp2)–Ge, and C(sp)–Ge bond formation, as well as for multicomponent group 14 functionalization. Cobalt electrocatalysis enables the cross-electrophile coupling of chlorogermanes with alkyl, aryl, and alkenyl halides, providing access to alkyl-, aryl-, and alkenylgermanes under mild conditions. Nickel electrocatalysis extends this strategy to regioselective allylic substitution and three-component difunctionalization of 1,3-enynes. Iron electrocatalysis enables the coupling of alkynyl chlorides with chlorogermanes, furnishing structurally diverse alkynylgermanes while suppressing competing homocoupling. We also discuss switchable transformations of nitrile-containing substrates, in which changes in electrochemical conditions and catalyst participation result in either decyanative germylation or anodic C–H germylation.Mechanistic studies involving cyclic voltammetry, radical-probe experiments, electrolysis controls, and density functional theory calculations reveal several recurring design principles. These include catalyst-centered reduction before direct substrate reduction, selective activation of Ge–Cl and C–X bonds, controlled interception of carbon-centered radicals, and electrochemical modulation of radical, organometallic, and radical–polar pathways. Rather than proceeding through a single universal catalytic cycle, these transformations operate through distinct but related mechanistic pathways that can be selected and adju
有机锗化合物由于其独特的电子性质、可调节的空间环境、高化学稳定性以及作为生物等构基序的新兴用途,在材料科学、药物化学和催化领域引起了越来越多的兴趣。尽管有这些吸引人的特点,碳锗(C-Ge)键形成的通用和模块化方法的发展仍落后于硅和锡。传统的方法通常依赖于预成型的有机金属试剂、水日耳曼或化学计量化学还原剂,从而限制了官能团相容性和直接使用现成的有机亲电试剂。电化学合成提供了一种替代策略,其中电子转移可以通过电极电位、电流、催化剂特性和电池配置来调节。在这种情况下,氯代曼是特别有吸引力的发芽试剂,因为它们容易获得,稳定,结构可调。它们与电化学活化相结合,可以根据催化剂和电化学机制,控制低价金属物质、碳中心自由基、金属-细菌中间体或亲核锗物质的生成。这种机制上的灵活性为构建C-Ge键提供了机会,而无需事先制备有机锗亲核试剂。在这篇文章中,我们描述了我们建立基于氯锗的电化学胚化的努力,作为C(sp3) -Ge, C(sp2) -Ge和C(sp) -Ge键形成的模块化平台,以及多组分基团14功能化。钴电催化使氯锗与烷基、芳基和烯基卤化物的亲电偶联成为可能,从而在温和的条件下获得烷基、芳基和烯基锗。镍电催化将这一策略扩展到区域选择性烯丙基取代和1,3-炔的三组分双官能化。铁电催化使炔酰氯与氯日耳曼的偶联成为可能,在抑制竞争均偶联的同时提供结构多样的炔酰日耳曼。我们还讨论了含腈底物的可切换转化,其中电化学条件和催化剂参与的变化导致脱氰萌发化或阳极C-H萌发化。包括循环伏安法、自由基探针实验、电解控制和密度泛函理论计算在内的机理研究揭示了几个反复出现的设计原则。这些包括在直接底物还原之前的以催化剂为中心的还原,Ge-Cl和C-X键的选择性活化,碳中心自由基的可控拦截,以及自由基、有机金属和自由基极性途径的电化学调制。这些转化不是通过单一的通用催化循环进行的,而是通过不同但相关的机制途径进行的,这些机制途径可以通过催化剂和电位控制进行选择和调整。总之,这些研究说明了电化学不仅可以作为氧化还原输入,还可以作为有机锗化学反应设计的工具。未来的机会包括不对称C-Ge键的形成,立体锗中心的构建,非牺牲电极系统的使用,反应可持续性的定量评估,以及有机锗产品在药物化学和功能材料中的更广泛应用。
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引用次数: 0
Harnessing Composition and Sequence in Carbonylative Polymerization of Olefin for Tailored Material Properties 利用烯烃羰基聚合的组成和顺序来定制材料性能
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-06 Epub Date: 2026-09-25 DOI: 10.1021/acs.accounts.6c00616
Shi-Yu Chen, Jun Li, Ye Liu
<p>Commercial polyolefin plasticsare indispensable to modern society;however, their chemical inertness renders them environmentally persistent,thereby contributing to severe plastic pollution and ecological challenges.Accordingly, the development of commercially viable degradable materialswith performance comparable to or even superior to that of conventionalpolyolefins has received substantial interest. Polyketones representa compelling alternative: they are synthesized from commercially availableolefin feedstocks and low-cost carbon monoxide (CO) and exhibit excellentmechanical strength, high thermal stability, superior barrier properties,and inherent photodegradability arising from their regularly spacedin-chain carbonyls. Despite the industrialization of palladium-catalyzedcarbonylative polymerization, this reaction remains largely undeveloped,constrained by the reliance on a precious palladium catalyst, thepoisoning effect of CO on transition metals, and the kinetic preferencefor CO insertion, which results in limited polymer compositions andsequence structures.</p><p>This Account summarizes our systematicresearch progress in catalystdesign, structural regulation, and material properties for carbonylativepolymerization. Building on the fundamental mechanistic differencebetween olefin homopolymerization and olefin/CO copolymerization,we have custom-designed and developed three classes of [P,O]-typeligand platforms: diphosphazane monoxide (PNPO), phosphine-sulfonate(PSO), and bisphosphine monoxide (BPMO). Their applications in Earth-abundantnickel-catalyzed carbonylative polymerization of ethylene reveal thatthe electron-donating ability of the ligands, rather than steric hindrance,could alleviate CO poisoning to the metal center and exert a dominanteffect on catalytic activity and polymer molecular weight. To addressthe limitation in polymer composition, we have realized the firstnickel-catalyzed carbonylative copolymerization of ethylene and propylene.Further extension to diverse <em>α</em>-olefins andpolar monomers has greatly expanded the accessible polymer compositions,enabling the resulting polyketones to evolve from conventional resinsand fibers into ultrastrong hot-melt adhesives and elastomers. Modulationof electronic asymmetry in [P,O]-Pd catalyst systems has enabled chainsequence control through nonalternating copolymerization to overcomethe kinetic preference for CO insertion, yielding precisely tunablecarbonyl content and uniform distribution along the polymer backbone.This nonalternating copolymerization produces a unique multiblockarchitecture integrating short polar segments and extended nonpolarmethylene sequences. Such a multiblock copolymer could act as a robustcompatibilizer for polyethylene/nylon blends, converting inherentlybrittle materials into mechanically tough composites. The introductionof true phosphorus chirality afforded a series of <em>P</em>-chirogenic palladium catalysts, which exhibited unprecedented enantios
商品聚烯烃塑料是现代社会不可缺少的;然而,它们的化学惰性使它们具有环境持久性,从而造成严重的塑料污染和生态挑战。因此,开发与传统聚烯烃性能相当甚至优于传统聚烯烃的商业上可行的可降解材料已经引起了极大的兴趣。聚酮代表了一种令人信服的替代方案:它们由市售的烯烃原料和低成本的一氧化碳(CO)合成,具有优异的机械强度、高热稳定性、优越的阻隔性能,以及由于其排列有序的链内羰基而产生的固有的光降解性。尽管钯催化羰基聚合已实现工业化,但由于对贵金属钯催化剂的依赖、CO对过渡金属的中毒作用以及CO插入的动力学偏好,导致聚合物组成和序列结构有限,该反应在很大程度上仍未得到发展。本文综述了羰基聚合催化剂设计、结构调控、材料性能等方面的系统研究进展。基于烯烃均聚和烯烃/CO共聚的基本机理差异,我们定制设计并开发了三类[P,O]型配体平台:一氧化二磷(PNPO)、膦磺酸盐(PSO)和一氧化二磷(BPMO)。它们在地球富集镍催化乙烯羰基聚合中的应用表明,配体的供电子能力,而不是位阻,可以减轻CO对金属中心的毒害,并对催化活性和聚合物分子量起主导作用。为了解决聚合物组成的限制,我们首次实现了镍催化乙烯和丙烯的羰基共聚。进一步扩展到不同的α-烯烃和极性单体,大大扩展了可接触的聚合物成分,使聚酮从传统的树脂和纤维演变成超强热熔胶和弹性体。[P,O]-Pd催化剂体系中电子不对称的调制使得通过非交替共聚控制链序列成为可能,从而克服CO插入的动力学偏好,从而产生精确可调的羰基含量和沿聚合物主链的均匀分布。这种非交替共聚产生了一种独特的多嵌段结构,集成了短极性段和扩展的非极性亚甲基序列。这种多嵌段共聚物可以作为聚乙烯/尼龙共混物的增容剂,将固有的脆性材料转化为机械韧性的复合材料。真磷手性的引入提供了一系列p -致氮钯催化剂,这些催化剂在各种乙烯基芳烃的羰基聚合中表现出前所未有的对映选择性和活性。这种方法产生一系列功能化聚酮产品,其等规性高达99%,分子量达到289 kg mol-1。值得注意的是,对映纯含氟聚酮薄膜对l-和d-氨基酸表现出意想不到的手性识别性能。总的来说,我们已经通过电子调制实现了高效的后过渡金属催化的各种烯烃羰基化聚合。本工作不仅建立了该聚合中催化剂设计的理论框架,而且大大扩展了聚酮材料的应用范围,为其未来的发展指明了一条有希望的途径。
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引用次数: 0
Organic Electrosynthesis in Solid Polymer Electrolyte Electrolyzers: Interfacial Reaction Engineering and Operando Analysis 固体聚合物电解槽中的有机电合成:界面反应工程和操作分析
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-06 Epub Date: 2026-09-04 DOI: 10.1021/acs.accounts.6c00489
Yugo Shimizu, Naoki Shida, Mahito Atobe
<p>Organic electrosynthesis has re-emerged as anattractive strategyfor electrifying chemical industries without stoichiometric redoxreagents. However, the practical value of an electrochemical transformationis not determined by yield and selectivity alone. Energy consumption,supporting-electrolyte removal, and downstream separation must alsobe considered when translating laboratory-scale reactions into chemicalproduction. Solid polymer electrolyte (SPE) electrolyzers, which havebeen developed extensively in fuel cells and water electrolysis, offera promising architecture for addressing these practical requirementsin organic electrosynthesis.</p><p>In an SPE electrolyzer, an ion-exchangemembrane is sandwichedbetween electrodes to form a membrane electrode assembly with a zero-gapconfiguration. This structure shortens the ion-conduction path, lowersohmic losses, and eliminates the need for dissolved supporting electrolytes.Within the electrode, the electrocatalyst, ionomer, and organic phaseform a triple-phase boundary where electron transfer, ion transport,substrate adsorption, and chemical conversion occur in close proximity.Thus, the SPE architecture provides not only energetic and processadvantages but also a platform for engineering the local environmentin which electrosynthesis takes place.</p><p>This Account is organizedaround three general advances enabledby this architecture. First, the zero-gap configuration can lowercell resistance, while supporting-electrolyte-free operation can simplifyproduct isolation. Second, integration of the electrocatalyst andionomer converts the triple-phase boundary into a tunable interfacialreaction field. The electrocatalyst controls substrate adsorptionand the formation and reactivity of surface intermediates, whereasthe ionomer governs the local ionic environment. Membrane selectionis also important for broadening the range of compatible substratesand electrocatalysts. Together, the ionomer, electrocatalyst, andmembrane provide complementary means of controlling activity and selectivity.Third, SPE electrolyzers offer a useful platform for operando characterizationbecause the working ionomer-catalyst interface can be retained duringspectroscopic measurements. Operando infrared and X-ray absorptionspectroscopies reveal adsorbed hydrogen species, substrate adsorptiongeometries, and catalyst oxidation states that cannot be reliablyinferred from ex situ characterization alone. These observations showthat the catalytically relevant interface is dynamic and that rationalcatalyst and ionomer design must be based on the states present underoperating conditions.</p><p>After outlining the energetic basis andhistorical developmentof SPE electrosynthesis, we discuss representative hydrogenation andoxidation studies that establish these design principles. By integratinglow-voltage and supporting-electrolyte-free operation with interfacialreaction engineering and operando mechanistic analysis, SPE electrolyzersprovide a
有机电合成已重新成为一个有吸引力的战略电气化化学工业没有化学计量氧化还原试剂。然而,电化学转化的实用价值并不仅仅由产率和选择性决定。当将实验室规模的反应转化为化学生产时,还必须考虑能源消耗,支持电解质去除和下游分离。固体聚合物电解质(SPE)电解槽在燃料电池和水电解中得到了广泛的发展,为解决有机电合成中的这些实际要求提供了一个有前途的架构。在SPE电解槽中,离子交换膜夹在电极之间,形成具有零间隙结构的膜电极组件。这种结构缩短了离子传导路径,降低了欧姆损耗,并且消除了对溶解的支撑电解质的需要。在电极内,电催化剂、离聚物和有机相形成一个三相边界,在这里,电子转移、离子传输、底物吸附和化学转化紧密地发生。因此,SPE体系结构不仅提供了能量和工艺优势,而且还提供了一个设计电合成发生的局部环境的平台。此帐户是围绕此架构所支持的三个一般预付款组织的。首先,零间隙配置可以降低电池电阻,同时支持无电解质操作可以简化产品隔离。其次,电催化剂和离聚体的集成将三相边界转化为可调的界面反应场。电催化剂控制底物吸附和表面中间体的形成和反应性,而离聚体控制局部离子环境。膜的选择对于扩大相容底物和电催化剂的范围也很重要。电离体、电催化剂和膜共同提供了控制活性和选择性的互补手段。第三,SPE电解槽提供了一个有用的表征平台,因为在光谱测量过程中可以保留工作的离聚体-催化剂界面。Operando红外和x射线吸收光谱揭示了吸附的氢的种类、底物吸附的几何形状和催化剂的氧化态,这些不能单独从非原位表征中可靠地推断出来。这些观察结果表明,催化相关界面是动态的,合理的催化剂和离聚体设计必须基于在操作条件下存在的状态。在概述了SPE电合成的能量基础和历史发展之后,我们讨论了建立这些设计原则的代表性氢化和氧化研究。通过将低压、无电解、界面反应工程和操作机理分析相结合,SPE电解槽为开发可再生电力驱动的选择性有机转化提供了一个框架。要将这一框架转化为广泛适用的化学制造工艺,需要在膜和离聚体稳定性、质量传输、反应器耐久性和规模化方面取得进一步进展。
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引用次数: 0
Chemical Imaging of MXenes with X-ray Microscopy MXenes的x射线显微镜化学成像
IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-10-06 Epub Date: 2026-09-15 DOI: 10.1021/acs.accounts.6c00324
Namrata Sharma, Louis Godeffroy, Tristan Petit
<p>Chemical imaging combines microscopy with spectroscopy to achievea chemical contrast, enabling the identification of different chemicalspecies with high spatial resolution. This capability is particularlyvaluable for the characterization of composite and heterogeneous materials,as well as for probing chemical reactions that are spatially segregatedat the micro- or nanoscale. Representative examples include catalyticprocesses that locally modify the state of a catalyst, or batteryparticles that charge nonuniformly during cycling.</p><p>Chemicalimaging can be implemented using scanning probe, optical,electron, or X-ray spectromicroscopy techniques, each providing distinctforms of chemical contrast. Scanning probe and optical methods primarilyprobe valence electrons or vibrational modes, offering high chemicalsensitivity, whereas electron and X-ray techniques typically probecore-level excitations, providing element-specific information. Thelatter also enable higher spatial resolution, as electrons and X-rayshave much shorter wavelengths than visible light (typically <10nm versus ∼400 nm).</p><p>Among these approaches, X-ray-basedmethods are particularly powerfulfor direct, label-free chemical imaging due to their high elementaland site specificity. They are also significantly less invasive thanelectron-beam techniques. The soft X-ray range (ca. 100–2000eV) is especially relevant, as it enables the selective excitationof the K-edge of light elements such as carbon, oxygen, and nitrogen,as well as the L- or M-edge of transition metals. Despite these relativelylow photon energies, spatial resolutions down to ∼10 nm canbe routinely achieved using standard X-ray optics.Moreover, the informationdepth can be tuned through the detection mode. For instance, photoemission-basedtechniques such as X-ray photoemission electron microscopy (X-PEEM)provide high surface sensitivity, whereas transmission-based methodssuch as scanning transmission X-ray microscopy (STXM) probe the bulkof the material that is though limited to thin samples. Finally, thecomparatively large penetration depth of X-rays, relative to electrons,enables the use of <em>in situ</em> cells to investigate chemicalprocesses under realistic conditions.</p><p>In this Account, we presentrecent advances in X-ray chemical imaging,highlighting our work on two-dimensional transition-metal carbidesknown as MXenes. These materials are particularly well-suited forsuch approaches due to their rich surface chemistry, flat geometry,and micrometer-sized flakes. MXenes have attracted growing interestacross a wide range of applications, including electromagnetic interferenceshielding, sensing, and energy storage. They adopt a M<sub>n+1</sub>X<sub>n</sub>T<sub><em>x</em></sub> layered structure, whereM is a transition metal, X is carbon and/or nitrogen, and T<sub><em>x</em></sub> denotes mixed surface terminations, which can beselectively imaged by (soft) X-ray techniques. This account focusesmainly on Ti<su
化学成像结合了显微镜和光谱学来实现化学对比,从而能够以高空间分辨率识别不同的化学物质。这种能力对于复合材料和非均相材料的表征以及探测在微纳米尺度上空间分离的化学反应特别有价值。代表性的例子包括局部改变催化剂状态的催化过程,或在循环过程中不均匀充电的电池颗粒。化学成像可以使用扫描探针、光学、电子或x射线光谱显微镜技术来实现,每种技术都提供不同形式的化学对比。扫描探针和光学方法主要探测价电子或振动模式,提供高化学灵敏度,而电子和x射线技术通常探测核心能级激发,提供元素特定信息。后者还可以实现更高的空间分辨率,因为电子和x射线的波长比可见光短得多(通常<10 nm与~ 400 nm)。在这些方法中,基于x射线的方法由于其高元素和位点特异性,对于直接、无标记的化学成像特别强大。它们的侵入性也比电子束技术小得多。软x射线范围(约100-2000 eV)尤其重要,因为它可以选择性激发轻元素(如碳、氧和氮)的k边,以及过渡金属的L边或m边。尽管这些光子能量相对较低,但使用标准x射线光学通常可以实现低至10纳米的空间分辨率。此外,可以通过检测模式来调整信息深度。例如,基于光电的技术,如x射线光电电子显微镜(X-PEEM)提供高表面灵敏度,而基于透射的方法,如扫描透射x射线显微镜(STXM)探测材料的主体,尽管仅限于薄样品。最后,相对于电子而言,x射线的穿透深度相对较大,这使得原位电池能够在现实条件下研究化学过程。在这篇文章中,我们介绍了x射线化学成像的最新进展,重点介绍了我们在二维过渡金属碳化物(MXenes)方面的工作。这些材料由于其丰富的表面化学成分、平坦的几何形状和微米大小的薄片,特别适合于这种方法。MXenes在广泛的应用中引起了越来越多的兴趣,包括电磁干扰屏蔽、传感和能量存储。它们采用Mn+1XnTx层状结构,其中M是过渡金属,X是碳和/或氮,Tx表示混合表面末端,可以通过(软)X射线技术选择性成像。这个帐户主要集中在Ti3C2Tx表征,因为它是迄今为止研究最多的MXene。利用软x射线的元素灵敏度,我们在真空和各种含水环境中对承压水和MXene框架本身进行了成像。我们进一步介绍了用原位STXM研究Ti3C2Tx中自发和电化学驱动的质子和碱阳离子插层的最新结果。这些研究表明,金属氧化态的变化在很大程度上取决于插层剂的性质,并突出了表面化学中明显的亚薄片变化。这一新的化学图景完全颠覆了对MXene化学的传统理解,为解决能源设备实施中的挑战提供了新的关键。最后,我们讨论了该领域的最新进展,并概述了未来研究的前景。
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引用次数: 0
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Accounts of Chemical Research
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