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Understanding the Structure–Performance Relationship for Organic Thin-Film Transistors Using Liquid-Crystalline Organic Semiconductors 基于液晶有机半导体的有机薄膜晶体管结构与性能关系的研究
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-09-24 DOI: 10.1021/acs.chemmater.6c01989
Takayuki Oka, Nobutaka Shioya, Hiroki Nakano, Hiroaki Iino, Takeshi Hasegawa

Liquid-crystalline organic semiconductors are rapidlygaining attentionas next-generation materials for organic field-effect transistors(OFETs) due to their high charge mobility and thermal durability.However, thermal treatment at temperatures exceeding the transitionpoint of the liquid-crystalline phase degrades device performance,and the relationship between structure and performance remains unclear.In the present study, we investigate 2-decyl-7-phenyl-[1]benzothieno[3,2-b][1]benzothiophene, which exhibits outstanding charge-carriertransport properties among liquid-crystalline organic semiconductors.The aggregation structure in thin films is analyzed by combining X-raydiffraction, infrared spectroscopy, and atomic force microscopy, dependingon the heating conditions. Meanwhile, the OFET mobility is measuredin comparison with this structure. A comparative analysis identifiescrystallographic and conformational disorders responsible for thedegradation in OFET performance. This is due to the fact that, evenafter cooling to room temperature, flipped molecules resulting fromthe liquid-crystalline phase transition partially remain in the polycrystallinefilm. In other words, the OFET mobility of liquid-crystalline organicsemiconductors is governed by the film crystallinity, for which theconformational ordering of the alkyl side chains is a prerequisitebut not a sufficient condition. The results demonstrate a clear structure–performancerelationship in liquid-crystalline organic semiconductors, thus facilitatingthe fabrication of high-mobility OFET devices.

摘要:液晶有机半导体由于其高电荷迁移率和热耐用性,作为新一代有机场效应晶体管(ofet)材料正迅速受到关注。然而,在超过液晶相变点的温度下进行热处理会降低器件性能,并且结构与性能之间的关系尚不清楚。在本研究中,我们研究了在液晶有机半导体中表现出出色的载流子输运特性的2-癸基-7-苯基-[1]苯并噻吩[3,2-b][1]苯并噻吩。根据不同的加热条件,采用x射线衍射、红外光谱和原子力显微镜分析了薄膜中的聚集结构。同时,测量了OFET迁移率与该结构的比较。比较分析确定晶体学和构象紊乱负责在OFET性能的退化。这是因为,即使在冷却到室温后,由液晶相变引起的翻转分子部分仍留在多晶薄膜中。换句话说,液晶有机半导体的OFET迁移率是由薄膜结晶度决定的,而烷基侧链的构象顺序是薄膜结晶度的先决条件,而不是充分条件。结果表明,在液晶有机半导体中存在明显的结构-性能关系,从而促进了高迁移率OFET器件的制造。
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引用次数: 0
Role of Ligand-to-Metal Charge Transfer in Anionic Redox Activity of the Layered Oxide Cathode for Na-Ion Batteries 配体-金属电荷转移在钠离子电池层状氧化物阴极阴离子氧化还原活性中的作用
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-10-01 DOI: 10.1021/acs.chemmater.6c00365
Abhinanda Sengupta, Amreen Bano, Kritika Thapliyal, Aakash Ahuja, Sri Harsha Akella, Malachi Noked, Dan T. Major, Sagar Mitra

Developing high-performance cathode materials is crucialfor advancinggrid-scale sodium-ion batteries (SIBs). Here, we introduce a P2-typelayered oxide cathode material, Na0·67Ni0·33Mn0·51Ru0·16O2, whichdemonstrates exceptional electrochemical performance through a robustdual cationic–anionic redox mechanism. This material deliversa high discharge capacity of 175.6 mAh g−1 at anaverage voltage of 3.6 V and maintains remarkable cycling stabilitywith ∼93% capacity retention after 1000 cycles. A key to thisperformance is the strategic Ru doping, which plays a pivotal rolein electronically stabilizing the oxidized oxygen states. By mediatingthe reversible formation of oxygen holes and preventing oxygen undercoordination,the Ru dopant stabilizes the anionic redox process. Unlike Na-richlayered oxides, this ligand-to-metal charge-transfer mechanism effectivelysuppresses detrimental oxygen evolution and preserves the structuralintegrity of the layered Na-deficient P2-type framework. This designstrategy enables a synergistic redox landscape, confirmed by ex situ and operando advanced characterizationsand theoretical calculations such as Fukui functions, offering criticalinsights into the rational design of high-capacity cathode for next-generationSIBs.

开发高性能正极材料是推进电网级钠离子电池发展的关键。在这里,我们介绍了一种p2型层状氧化物正极材料Na0·67Ni0·33Mn0·51Ru0·16O2,该材料通过强大的正阴离子氧化还原机制表现出优异的电化学性能。该材料在3.6 V的平均电压下提供175.6 mAh g−1的高放电容量,并在1000次循环后保持显着的循环稳定性,容量保持率为93%。这种性能的关键是Ru的战略性掺杂,它在电子稳定氧化氧态方面起着关键作用。钌掺杂剂通过介导氧空穴的可逆形成和防止氧欠配位,稳定了阴离子氧化还原过程。与富钠层状氧化物不同,这种配体到金属的电荷转移机制有效地抑制了有害的氧释放,并保持了层状缺钠p2型框架的结构完整性。这种设计策略实现了协同氧化还原景观,通过非原位和操作的高级特性和理论计算(如福井函数)得到了证实,为下一代sib的高容量阴极的合理设计提供了关键见解。
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引用次数: 0
Halide-Driven Stabilization of a Hexagonal Polymorph with a Distinct and Disordered Li Substructure in Li3.25GeS3.25Cl0.75 Li3.25GeS3.25Cl0.75中具有明显无序Li亚结构的六方晶型的卤化物驱动稳定
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-10-01 DOI: 10.1021/acs.chemmater.6c01317
Hyeonjin Seo, Alicia Manjón-Sanz, Seung-Tae Hong

Targeted halide substitution provides an effective routeto accessstructural motifs in thio-LISICON systems. Here, partial substitutionof S2– by Cl– in Li4GeS4 stabilizes a hexagonal polymorph near the compositionLi3.25GeS3.25Cl0.75. Ab initio structuredetermination by joint refinement of time-of-flight neutron powderdiffraction and X-ray diffraction data supports a P63mc average structure built on a hexagonalclose-packed anion framework. The resulting framework exhibits a distinctLi-site topology with symmetry-inequivalent Li environments, includinga shared tetrahedral framework site and additional tetrahedral andoctahedral interstitial sites. Systematic investigation of the Li4–xGeS4–xClx series shows that the hexagonalphase is preferentially stabilized near the nominal x = 0.75 composition, for which no secondary crystalline phase wasdetected by PXRD. Structural analysis indicates that halide substitutionproduces a rearranged and partially disordered Li substructure. Bond-valenceenergy landscape calculations show that the computed Li-energy topologyis highly sensitive to the representation of Li/Ge occupational disorder,with a Ge-free sensitivity model recovering the crystallographic Li1-relatedminimum and markedly altering the calculated percolation topology.Li3.25GeS3.25Cl0.75 exhibits a room-temperatureionic conductivity of 3.91 × 10–6 S cm–1. These results demonstrate that halide substitutioncan stabilize hexagonal polymorphs and reorganize the Li substructurein sulfide solid electrolytes, providing a platform for examininghow structural disorder and Li-site topology influence ion transport.

靶向卤化物取代为获取硫代- lisicon体系中的结构基序提供了一条有效途径。在这里,在Li4GeS4中,用Cl -部分取代S2 -稳定了li3.25 ges3.25 cl0.75附近的六方晶型。通过联合改进飞行时间中子粉末衍射和x射线衍射数据的从头算结构确定,支持建立在六边形密排阴离子框架上的P63mc平均结构。所得到的框架具有独特的Li位点拓扑结构,具有对称不等效的Li环境,包括共享的四面体框架位点和额外的四面体和多面体间隙位点。对Li4-xGeS4-xClx系列的系统研究表明,六方相优先稳定在标称成分x = 0.75附近,PXRD未检测到二次晶相。结构分析表明,卤化物取代产生了重排和部分无序的Li亚结构。键价能景观计算表明,计算得到的Li-能拓扑对Li/Ge职业失调的表征高度敏感,无Ge灵敏度模型恢复了与Li- 1相关的晶体学最小值,并显著改变了计算得到的渗透拓扑。这些结果表明,卤化物取代可以稳定硫化物固体电解质中的六方晶型并重组Li亚结构,为研究结构紊乱和Li位拓扑如何影响离子传输提供了一个平台。
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引用次数: 0
Metal-Site Chemistry Dominates Carrier Recombination in Layered Halide Perovskites: Insights from Excited-State Dynamics and Interpretable Machine Learning 层状卤化物钙钛矿中的载流子复合由金属位化学主导:来自激发态动力学和可解释机器学习的见解
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-08-18 DOI: 10.1021/acs.chemmater.6c01097
Nikhil Singh, Dibyajyoti Ghosh

Layered halide perovskites (LHPs)offer a powerful platformtoprecisely engineer excited-state carrier dynamics and optoelectronicperformance via compositional tuning of B-site metals. Here, we contrastprototypical lead-based (BA)2PbBr4 with itsdouble-perovskite analogue (BA)4AgBiBr8 to isolatethe role of B-site chemistry in dictating photoactivity in these emerginglayered semiconductors. Nonadiabatic molecular dynamics integratedwith interpretable machine learning models reveal the detailed impactof time-dependent structural distortions on the instantaneous electronicstructures in these LHPs. The alternating [AgBr6]5– and [BiBr6]3– octahedral arrangementin (BA)4AgBiBr8 gives rise to intrinsicallystronger structural fluctuations and enhanced electron–phononcoupling, leading to faster nonradiative recombination than that ina more rigid Pb-based framework. Extensive SHapley Additive exPlanationsanalyses further depict that the thermally driven octahedral distortionsin the [AgBiBr8]4+ layers exert the strongestcontrol over excited-state charge dynamics at ambient conditions.The intrinsic structural anisotropy in adjacent Ag/Bi-centered octahedrastrengthens electron–phonon coupling, activating nonradiativerecombination channels and consequently suppressing the photoluminescence.Our findings establish a mechanistic link among inorganic sublatticecomposition, structural dynamics, and carrier lifetimes, presentingkey design principles to realize high-performing lead-free LHPs foroptoelectronics.

层状卤化物钙钛矿(LHPs)提供了一个强大的平台,可以通过b位金属的成分调谐来精确地设计激发态载流子动力学和光电子性能。在这里,我们将原型铅基(BA)2PbBr4与双钙钛矿类似物(BA)4AgBiBr8进行对比,以分离出b位化学在这些新兴层状半导体中决定光活性的作用。非绝热分子动力学与可解释的机器学习模型相结合,揭示了这些lhp中随时间变化的结构扭曲对瞬时电子结构的详细影响。在(BA)4AgBiBr8中,[AgBr6]5 -和[BiBr6]3 -八面体交替排列产生了本质上更强的结构波动和增强的电子-声子耦合,导致比在更刚性的pb基框架中更快的非辐射重组。广泛的SHapley加性解释分析进一步描述了[AgBiBr8]4+层中热驱动的八面体畸变对环境条件下激发态电荷动力学的控制作用最强。相邻银/铋中心八面体的固有结构各向异性增强了电子-声子耦合,激活了非辐射复合通道,从而抑制了光致发光。我们的研究结果建立了无机亚晶格组成、结构动力学和载流子寿命之间的机制联系,提出了实现高性能无铅lhp光电子器件的关键设计原则。
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引用次数: 0
Molecularly Engineered Dual-Network Polydimethylsiloxane Composites with Recoverable Thermal Transport and Low Contact Thermal Resistance 具有可回收热传递和低接触热阻的分子工程双网络聚二甲基硅氧烷复合材料
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-09-15 DOI: 10.1021/acs.chemmater.6c01568
Jianan Song, Guangxing Huang, Feng Wei, Haidong Gu, Dayong Chen, Beibei Chen, Kan Zhang

Thermal interface materials (TIMs) require both efficientheattransfer, reliable interfacial contact, and long-term damage tolerance,yet highly filled polymer composites often suffer from poor deformability,irreversible interfacial damage, and increased contact thermal resistance.Herein, a dual-network self-healing polydimethylsiloxane (SH-PDMS)matrix was designed using a dual-functional cross-linker that integratespermanent covalent cross-links with reversible Diels–Alder(DA) dynamic bonds. The permanent network provided structural stability,while the reversible DA bonds enabled thermally triggered networkrearrangement and self-healing. Thermally conductive composites containingAl2O3, boron nitride, and ZnO/carbon fiber fillerswere further prepared to examine how filler architecture affects self-healingbehavior, recoverable thermal transport, and interfacial contact thermalresistance. Among the tested composites, ZnO/carbon fiber/SH-PDMSachieved the highest thermal conductivity of 2.5 W·m–1·K–1 owing to the formation of long-rangeconductive pathways and local thermal bridges. After mechanical damage,the thermal conductivity of all composites decreased substantiallybut recovered to more than 90% of the original value after healing,demonstrating efficient restoration of disrupted heat-transfer pathways.Notably, the thermal conductivity recovery was much higher than thecorresponding mechanical recovery, indicating that heat-transfer restorationdoes not require complete recovery of the load-bearing network. Thethermally treated SH-PDMS-based TIMs also exhibited reduced contactthermal resistance under mild pressure, with ZnO/carbon fiber/SH-PDMSreaching 0.205 K·cm2·W–1 at70 psi. In an LED–TIM–heat sink assembly, the ZnO/carbonfiber/SH-PDMS TIM reduced the maximum LED temperature from 68.1 °Cto 51.8 °C. These results demonstrate that the dual-network SH-PDMSmatrix provides a promising route for self-healing TIMs with recoverablethermal transport and low contact thermal resistance.

热界面材料(TIMs)需要高效的传热、可靠的界面接触和长期的损伤容限,但高填充的聚合物复合材料通常具有较差的可变形性、不可逆的界面损伤和较大的接触热阻。本文采用双功能交联剂设计了双网络自修复聚二甲基硅氧烷(SH-PDMS)矩阵,该交联剂将永久共价交联与可逆Diels-Alder (DA)动态键结合在一起。永久网络提供了结构稳定性,而可逆DA键使热触发网络重排和自愈。进一步制备了含有Al2O3、氮化硼和ZnO/碳纤维填料的导热复合材料,以研究填料结构如何影响自愈行为、可恢复的热传递和界面接触热阻。在所测试的复合材料中,ZnO/碳纤维/SH-PDMS的热导率最高,为2.5 W·m-1·K-1,这是由于形成了远程导电通道和局部热桥。在机械损伤后,所有复合材料的导热系数都大幅下降,但在修复后恢复到原始值的90%以上,显示了中断的传热途径的有效恢复。值得注意的是,导热系数恢复远高于相应的机械恢复,这表明传热恢复不需要完全恢复承载网络。经热处理的SH-PDMS基TIMs在温和压力下也表现出较低的接触热阻,在70 psi下ZnO/碳纤维/SH-PDMS达到0.205 K·cm2·W-1。在LED - TIM -散热器组件中,ZnO/碳纤维/SH-PDMS TIM将LED的最高温度从68.1°C降低到51.8°C。这些结果表明,双网络SH-PDMS矩阵为具有可恢复热传递和低接触热阻的自修复TIMs提供了一条有希望的途径。
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引用次数: 0
Toward Fluorine-Free Electrolytes: Physicochemical Properties and Ionic Interactions in Acesulfame-Based Ionic Electrolytes 迈向无氟电解质:安赛蜜基离子电解质的理化性质和离子相互作用
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-09-17 DOI: 10.1021/acs.chemmater.6c01883
Wern Huay Mah, Jhonatan Soto Puelles, Julius Tiongson, Luke A. O’Dell, Fangfang Chen, Jennifer M. Pringle

Fluorine-freeionic liquids and salts are attracting growing interestas safer and more sustainable electrolyte components for Li-ion batteries,addressing both the flammability of conventional carbonate-based electrolytesand the environmental persistence of fluorinated anions. This motivatesthe use of the nonfluorinated acesulfame (ACE–)anion, derived from potassium acesulfame, a toxicologically evaluatedtabletop sweetener. Further, ether-functionalized cations may facilitatelithium-ion transport by promoting favorable lithium coordinationenvironments. Here, two ionic electrolytes were prepared by combiningthe ACE– anion with either the cyclic-ether N-ethyl-N-methyloxazolidinium (C2moxa+) cation or the N-methoxy-N,N,N-trimethylammonium(N111(1O1)+) cation, where the ether is functionalizedon the side chain, and lithium acesulfame (Li-ACE) to evaluate theirpromise as battery electrolytes. The thermal and transport propertiesand the ion dynamics were studied and compared at various Li-ACE concentrations.Among all the lithium-based electrolyte systems, [N111(1O1)][ACE] containing 10 mol % Li-ACE exhibited the highest conductivity,reaching 5.4 × 10–4 S cm–1 at 50 °C. However, [C2moxa][ACE] exhibited a higherLi+ diffusivity ratio at both 20 and 50 mol % Li-ACE content,indicating that the cyclic ether oxygen may create a distinct localchemical environment that facilitates greater relative mobility ofLi+. Additionally, the Li+ solvation environmentin acesulfame-based electrolytes was elucidated using combined experimentaland simulation approaches. In both electrolytes, Li+ wasfound to coordinate with ACE- through the nitrogenatom as well as the sulfonyl and carbonyl oxygens. Moreover, moleculardynamics simulations suggest that smaller Li–Li clusters wereformed in [C2moxa][ACE] electrolytes compared to [N111(1O1)][ACE], which may contribute to the enhanced Li+ mobility compared with ACE– in [C2moxa][ACE] electrolytes at 20 and 50 mol %. These results indicatethat cation chemistry plays an important role in tuning Li+ solvation structure, ion clustering, and ion transport.

无氟离子液体和盐作为锂离子电池更安全、更可持续的电解质成分,正吸引着越来越多的兴趣,既解决了传统碳酸基电解质的易燃性,又解决了氟化阴离子的环境持久性。这促使人们使用非氟化安塞蜜(ACE -)阴离子,这种阴离子来源于安塞蜜钾,一种经毒理学评估的桌面甜味剂。此外,醚功能化阳离子可以通过促进有利的锂配位环境来促进锂离子的传输。本研究将ACE -阴离子与环醚N-乙基-N-甲基氧苄唑鎓(C2moxa+)阳离子或N-甲氧基-N,N,N-三甲基铵(N111(101)+)阳离子结合制备了两种离子电解质,其中醚在侧链上被官能化,以及乙酰磺酸锂(Li-ACE),以评估它们作为电池电解质的前景。研究并比较了不同浓度Li-ACE的热输运性质和离子动力学。在所有的锂基电解质体系中,含有10 mol % Li-ACE的[N111(101)][ACE]表现出最高的电导率,在50℃时达到5.4 × 10 - 4 S cm-1。然而,[C2moxa][ACE]在20和50 mol % Li-ACE含量下均表现出更高的Li+扩散率,这表明环醚氧可能创造了一个独特的局部化学环境,促进了Li+的相对迁移率。此外,采用实验和模拟相结合的方法阐明了Li+在安赛蜜基电解质中的溶剂化环境。在这两种电解质中,Li+通过氮原子以及磺酰基和羰基氧与ACE-配位。此外,分子动力学模拟表明,与[N111(101)][ACE]相比,[C2moxa][ACE]电解质中形成的Li - Li簇更小,这可能有助于在[C2moxa][ACE]电解质中,与ACE -在20和50 mol %时相比,Li+迁移率提高。这些结果表明,阳离子化学在调节Li+的溶剂化结构、离子聚类和离子输运中起着重要作用。
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引用次数: 0
Suppressing Second-Order Jahn–Teller Distortion of Bi3+ by Smaller Y3+-Substitution in Bi3O4Cl 用较小的Y3+取代Bi3O4Cl抑制Bi3+的二阶Jahn-Teller畸变
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-09-21 DOI: 10.1021/acs.chemmater.6c01862
Kosei Takano, Kanta Ogawa, Takafumi Yamamoto

Controllinglocal coordination environments of second-orderJahn–Teller(SOJT)-active post-transition metal cations remains a significantchallenge due to their inherent preference for asymmetric environments.Previously, we reported that the high-symmetry Y3+ sitein layered Bi2YO4Cl can serve as a structuraltemplate to stabilize a centrosymmetric coordination environment forBi3+ (up to 40% replacement), effectively suppressing theSOJT distortion. In this study, we re-examined the synthesis processof Bi2(Y1–xBix)O4Cl and successfully increased the Bioccupancy at the high-symmetry site to x = 0.8, approximatelydoubling the previously accessible composition range. At this highsubstitution level, the system is practically better described asa Y-substituted Bi3O4Cl rather than a Bi-substitutedBi2YO4Cl. First-principles calculations, togetherwith comparative experiments using other trivalent cation dopantsof different ionic radii, reveal that chemical pressure is a key factorgoverning the suppression of the SOJT distortion and the resultingband gap narrowing. These findings provide insight into the stabilizationof unusually high-symmetry coordination environments in SOJT-activepost-transition-metal compounds for tuning their electronic structures.

由于二阶jhn - teller (SOJT)活性过渡后金属阳离子固有的对不对称环境的偏好,控制其局部配位环境仍然是一个重大挑战。先前,我们报道了层状Bi2YO4Cl中的高对称性Y3+位点可以作为结构模板来稳定Bi3+的中心对称配位环境(高达40%的替换),有效抑制SOJT畸变。在本研究中,我们重新检查了Bi2(Y1-xBix)O4Cl的合成过程,并成功地将高对称位点的Bi占位率提高到x = 0.8,大约是以前可获得的组成范围的两倍。在这种高取代水平上,该体系实际上被更好地描述为y取代的Bi3O4Cl而不是bi取代的Bi2YO4Cl。第一性原理计算以及使用不同离子半径的其他三价阳离子掺杂剂的比较实验表明,化学压力是抑制SOJT畸变和由此产生的带隙缩小的关键因素。这些发现提供了对sojt活性过渡后金属化合物中异常高对称配位环境的稳定化以调整其电子结构的见解。
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引用次数: 0
COFFlow: Building-Block-Based Generative Modeling for Two-Dimensional Covalent Organic Framework Discovery 基于构建块的二维共价有机框架发现生成模型
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-09-23 DOI: 10.1021/acs.chemmater.6c01524
Yuanhui Pan, Yunrui Yan, Cheng Zeng, Jirui Jin, Mingjie Liu

Two-dimensional covalent organic frameworks (2D COFs)are promisingporous materials with vast yet largely unexplored design space arisingfrom diverse building blocks (BBs) and crystal topologies. Efficientcrystal structure prediction (CSP) and inverse design of 2D COFs thereforeremain highly challenging. Here, we develop COFFlow, a flow-matching-based generative framework for CSP of 2D COFs.A COF-specific deconstruction algorithm is introduced to consistentlydecompose periodic COFs into experimentally relevant BBs across diversetopologies, enabling direct generative assembly of periodic frameworksfrom BB representations. Systematic evaluations demonstrate that COFFlow can reliably and efficiently generate structurallyconsistent and chemically valid 2D COFs. Beyond the commonly usedmatch rate (MR), we further introduce validity rate (VR) to assessthe chemical validity of generated structures. The models exhibitnontrivial extrapolation capability toward unseen BBs and crystaltopologies, although preserving chemical validity under strong distributionshifts remains challenging. To demonstrate the practical utility ofthe framework, we integrated COFFlow with data-drivenscreening and inverse design of 2D COFs for methane storage. Usingdeliverable capacity as the target metric for adsorbed natural gasapplication, we identified several previously unreported 2D COFs withperformance among the highest reported to date. More broadly, thiswork establishes a scalable framework for AI-driven discovery anddesign of reticular materials.

二维共价有机框架(2D COFs)是一种有前途的多孔材料,具有广阔但尚未开发的设计空间,由不同的构建模块(BBs)和晶体拓扑结构引起。因此,有效的晶体结构预测(CSP)和二维COFs的逆设计仍然具有很高的挑战性。在这里,我们开发了COFFlow,一个基于流匹配的生成框架,用于二维COFs的CSP。引入了特定于cof的解构算法,将周期性cof一致地分解为跨不同拓扑的实验相关BB,从而实现从BB表示中直接生成周期框架的组装。系统评价表明,COFFlow可以可靠有效地生成结构一致和化学有效的二维COFs。除了常用的匹配率(MR)之外,我们还引入了效度(VR)来评估生成结构的化学效度。这些模型对不可见的BBs和晶体拓扑结构表现出非凡的外推能力,尽管在强分布变化下保持化学有效性仍然具有挑战性。为了展示该框架的实际效用,我们将COFFlow与数据驱动筛选和2D COFs的逆向设计相结合,用于甲烷储存。利用可输送能力作为吸附天然气应用的目标指标,我们确定了几个以前未报道的2D COFs,它们的性能是迄今为止报道的最高的。更广泛地说,这项工作为人工智能驱动的网状材料的发现和设计建立了一个可扩展的框架。
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引用次数: 0
Nucleation and Coalescence of Wüstite-like Motifs in Oxygen-Deficient Magnetite: A Deep-Potential Molecular Dynamics Study 缺氧磁铁矿中wite -like motif的成核和聚结:深电位分子动力学研究
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-10-01 DOI: 10.1021/acs.chemmater.6c02276
Zeng Liang, Kejiang Li, Jianliang Zhang, Alberto N. Conejo

Oxygen loss in magnetite drives thecation redistributionand localstructural reconstruction that control the rate of iron oxide reduction,but this coupling has resisted direct simulation: the reconstructiondevelops far beyond DFT-accessible scales, and classical potentialscannot describe mixed-valence Fe–O with the required fidelity.We developed a DFT-validated Fe–O Deep Potential trained onbulk, defective, and surface configurations and applied it in large-scalemolecular dynamics with an imposed stochastic oxygen-removal protocol.The potential reproduces DFT energy and force trends together withvacancy and surface energetics. DFT single-point checks on oxygen-deficientconfigurations and equation-of-state calculations for Fe3O4 and FeO further delineate the transferability of thepotential, with larger deviations emerging in the most strongly oxygen-deficientstates. As oxygen is removed, four-coordinated O environments decreasewhile six-coordinated wüstite-like motifs emerge, grow, andcoalesce into extended local domains. Deep-Potential nudged elasticband (DP-NEB) calculations, benchmarked against selected DFT single-pointenergies, show that the coupled O/Fe-vacancy configuration gives thelowest Fe-migration barrier among the selected local rearrangementpathways. Time-windowed mean-squared displacements yield apparentFe and O diffusivities that evolve in the nonstationary lattice. Thesesimulations establish a defect-mediated solid-state response towardwüstite-like local order under imposed oxygen-deficient conditions,rather than the formation of a complete equilibrium Fe1–xO phase. The protocol isolates oxide-side reconstruction and doesnot explicitly treat hydrogen chemistry.

磁铁矿中的氧损失驱动阳离子重分布和局部结构重建,控制氧化铁还原速率,但这种耦合难以直接模拟:重建远远超出了dft可达的尺度,经典势不能以所需的保真度描述混合价Fe-O。我们开发了一种经过dft验证的Fe-O深电位,该深电位训练于体、缺陷和表面构型,并将其应用于具有强制随机除氧协议的大规模分子动力学。势可以再现DFT能量和力的趋势以及空位和表面能量。缺氧态的DFT单点检查和Fe3O4和FeO的状态方程计算进一步描述了电势的可转移性,在最严重的缺氧态中出现了较大的偏差。当氧被移除时,四协调的O环境减少,而六协调的w样基序出现、生长并合并成扩展的局部结构域。深势微推弹性带(DP-NEB)计算,以选定的DFT单点能量为基准,表明在选定的局部重排路径中,耦合的O/ fe空位构型具有最低的fe迁移势垒。时间窗均方位移产生在非平稳晶格中演化的明显Fe和O扩散系数。这些模拟建立了一个缺陷介导的固态响应,在强加的缺氧条件下,向w stite样的局部秩序,而不是形成一个完整的平衡Fe1-xO相。该方案分离了氧化侧重构,并没有明确处理氢化学。
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引用次数: 0
Integrated Systems for Self-Powered Sensing and Closed-Loop Therapy 自供电传感和闭环治疗集成系统
IF 7.1 2区 材料科学 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-10-13 Epub Date: 2026-10-01 DOI: 10.1021/acs.chemmater.6c02528
Futing Wang, Dan Yang, Ren Cai

The convergence of artificial intelligenceand biomedicine is creatingopportunities for smart sensing systems in precision medicine. Conventionalsensors, however, remain dependent on external power sources. Shortbattery life, difficult replacement, and potential biological riskslimit their use in implantable, wearable, and long-term monitoringapplications. Self-powered smart sensing systems offer a promisingalternative. These devices harvest ambient energy from mechanical,thermal, chemical, or biological sources and convert it directly intoelectricity. The result is an integrated sense-and-power unit. Thisparadigm provides a direction for next-generation medical devices.In this review, we summarized recent progress in the field by focusingon two key healthcare applications. The first is the ultrasensitivedetection of biomarkers for early cancer diagnosis. The second isthe construction of intelligent closed-loop wound management systemsthat combine real-time monitoring with precise treatment. We discussedthe working mechanisms, core materials, and system architectures ofthese devices. We also identify current challenges and outline futureresearch directions. We intend this review for a broad interdisciplinaryaudience, including researchers in materials science, electronic engineering,biomedical engineering, and clinical medicine who are working on self-poweredsensing systems for healthcare.

人工智能和生物医学的融合为精准医疗中的智能传感系统创造了机会。然而,传统的传感器仍然依赖于外部电源。电池寿命短、更换困难和潜在的生物风险限制了它们在植入式、可穿戴和长期监测应用中的使用。自供电智能传感系统提供了一个有希望的替代方案。这些设备从机械、热、化学或生物来源中收集环境能量,并将其直接转化为电能。其结果是一个集成的传感和动力单元。这种模式为下一代医疗设备提供了方向。在这篇综述中,我们通过关注两个关键的医疗保健应用,总结了该领域的最新进展。第一个是用于早期癌症诊断的生物标志物的超灵敏检测。二是构建实时监测与精准救治相结合的智能闭环伤口管理系统。我们讨论了这些器件的工作机制、核心材料和系统架构。我们还确定了当前的挑战并概述了未来的研究方向。我们希望这篇综述面向广泛的跨学科受众,包括材料科学、电子工程、生物医学工程和临床医学领域的研究人员,他们正在研究用于医疗保健的自供电传感系统。
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引用次数: 0
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