Self-healing polyurethane (SHPU) shows great potential in enhancing materials’ durability and sustainability, yet balancing robust mechanical properties with efficient self-healing under mild conditions remains challenging. Conventional approaches often sacrifice strength or healing ability. This Review focuses on the key role of biomass-derived materials, including lignin, cellulose, chitosan, and vegetable oils, in resolving this conflict. Acting as dynamic network modifiers, multifunctional enhancers, and microstructural regulators, they enable sacrificial bonding, microphase separation, and improved chain mobility. Biomass-based SHPUs can achieve over 90% self-healing efficiency at room temperature while maintaining strength and toughness and even incorporate additional functions like flame retardancy or conductivity. Moreover, biomass enhances sustainability by reducing fossil resource dependence and promoting recyclability. Despite challenges in performance consistency and raw material variability, molecular engineering offers a promising path toward high-performance, sustainable SHPUs for advanced manufacturing and a circular economy.
{"title":"Review on Research Progress on Bio-Based Self-Healing Polyurethane","authors":"Hongyu Feng, , , Yuli Wang, , , Ting Zhang, , , Jiangbo Wang, , , Zhixin Jia*, , , Shaohua Jiang*, , and , Xiaoshuai Han*, ","doi":"10.1021/acsmaterialslett.5c01153","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01153","url":null,"abstract":"<p >Self-healing polyurethane (SHPU) shows great potential in enhancing materials’ durability and sustainability, yet balancing robust mechanical properties with efficient self-healing under mild conditions remains challenging. Conventional approaches often sacrifice strength or healing ability. This Review focuses on the key role of biomass-derived materials, including lignin, cellulose, chitosan, and vegetable oils, in resolving this conflict. Acting as dynamic network modifiers, multifunctional enhancers, and microstructural regulators, they enable sacrificial bonding, microphase separation, and improved chain mobility. Biomass-based SHPUs can achieve over 90% self-healing efficiency at room temperature while maintaining strength and toughness and even incorporate additional functions like flame retardancy or conductivity. Moreover, biomass enhances sustainability by reducing fossil resource dependence and promoting recyclability. Despite challenges in performance consistency and raw material variability, molecular engineering offers a promising path toward high-performance, sustainable SHPUs for advanced manufacturing and a circular economy.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3461–3488"},"PeriodicalIF":8.7,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Doctor-blading is a promising alternative for the large-area printing of organic solar cells (OSCs). However, the power conversion efficiencies (PCEs) of doctor-bladed OSCs are still lower than those of their spin-cast counterparts. This is mainly caused by the prolonged molecular organization time during which excessive aggregation can be encouraged. In this work, a post-treatment using nitrogen gas to blow the backside of the photoactive layer, i.e., the ITO glass side, was utilized to modulate the aggregation growth after blade-coating from a nonhalogenated solvent. A range of morphological measurements reveal that gas-blowing suppresses excessive aggregation of nonfullerene acceptors. As a result, gas-blowing treated PM6:BTP-eC9 OSCs obtained a maximum PCE of 19.0%, which is among the highest values of blade-coated OSCs. Moreover, this morphology transformation also drives the photoactive layer toward the thermodynamic equilibrium state, reducing free volume in the photoactive layer and contributing to better device stabilities.
{"title":"Gas-Blowing Medicated Aggregation toward 19% Efficiency in Printed Organic Solar Cell from Nonhalogenated Solvent","authors":"Shang Wen, , , Weiyi Xia, , , Zirui Gan, , , Jingchao Cheng, , , Yuandong Sun, , , Yujie Yang, , , Yunxia Mao, , , Hanyang Chen, , , Dan Liu, , , Wei Li*, , and , Tao Wang*, ","doi":"10.1021/acsmaterialslett.5c01065","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01065","url":null,"abstract":"<p >Doctor-blading is a promising alternative for the large-area printing of organic solar cells (OSCs). However, the power conversion efficiencies (PCEs) of doctor-bladed OSCs are still lower than those of their spin-cast counterparts. This is mainly caused by the prolonged molecular organization time during which excessive aggregation can be encouraged. In this work, a post-treatment using nitrogen gas to blow the backside of the photoactive layer, i.e., the ITO glass side, was utilized to modulate the aggregation growth after blade-coating from a nonhalogenated solvent. A range of morphological measurements reveal that gas-blowing suppresses excessive aggregation of nonfullerene acceptors. As a result, gas-blowing treated PM6:BTP-eC9 OSCs obtained a maximum PCE of 19.0%, which is among the highest values of blade-coated OSCs. Moreover, this morphology transformation also drives the photoactive layer toward the thermodynamic equilibrium state, reducing free volume in the photoactive layer and contributing to better device stabilities.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3489–3496"},"PeriodicalIF":8.7,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Metal hexacyanoferrates (MHCFs) have emerged as promising cathodes for sodium-ion batteries. However, conventional wet-chemistry-derived MHCFs inevitably contain substantial Fe(CN)6 vacancies and crystal water, resulting in an undesirable Na-storage performance. Herein, a gel-confined crystallization strategy is developed to prepare highly crystalline MHCFs. In a typical polypyrrole (PPy) gel, the cross-linked network effectively restricts the movement of internal ions through steric hindrance and attractive/repulsive interactions, leading to slow crystal growth and formation of highly crystalline MHCFs. Specifically, iron hexacyanoferrate (FeHCF), with only 1% Fe(CN)6 vacancy and 2.0 wt% crystal water, has been formed in situ within a PPy gel via this gel-confined crystallization process. The highly crystalline FeHCF coupled with an interconnected PPy framework enables the hybrid cathode to exhibit enhanced activity of low-spin Fe sites, long cycling life, and good rate capability.
{"title":"Gel-Confined Crystallization Unlocks Defect-Minimized Prussian Blue Cathode for High-Performance Sodium-Ion Batteries","authors":"Yonglin Lu, , , Yuheng Chen, , , Wanyi Yuan, , , Jingyi Chen, , , Xin Cao*, , , Yuwei Zhang*, , , Yawen Tang, , and , Ping Wu*, ","doi":"10.1021/acsmaterialslett.5c01093","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01093","url":null,"abstract":"<p >Metal hexacyanoferrates (MHCFs) have emerged as promising cathodes for sodium-ion batteries. However, conventional wet-chemistry-derived MHCFs inevitably contain substantial Fe(CN)<sub>6</sub> vacancies and crystal water, resulting in an undesirable Na-storage performance. Herein, a gel-confined crystallization strategy is developed to prepare highly crystalline MHCFs. In a typical polypyrrole (PPy) gel, the cross-linked network effectively restricts the movement of internal ions through steric hindrance and attractive/repulsive interactions, leading to slow crystal growth and formation of highly crystalline MHCFs. Specifically, iron hexacyanoferrate (FeHCF), with only 1% Fe(CN)<sub>6</sub> vacancy and 2.0 wt% crystal water, has been formed <i>in situ</i> within a PPy gel via this gel-confined crystallization process. The highly crystalline FeHCF coupled with an interconnected PPy framework enables the hybrid cathode to exhibit enhanced activity of low-spin Fe sites, long cycling life, and good rate capability.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3452–3460"},"PeriodicalIF":8.7,"publicationDate":"2025-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-12DOI: 10.1021/acsmaterialslett.5c00947
Benjamin G. Meyer, , , Guillaume Matthews*, , , Robin Scales, , , Nicole C. Mitchell, , , Ed Darnbrough, , , Robert A. House, , , David E. J. Armstrong, , and , Patrick S. Grant,
Solvent-free (dry-processed) electrodes offer substantial economic and environmental benefits to Li-ion batteries and are manufactured in a way that requires them to withstand tensile loads during roll-to-roll processing. Electrode sheets comprising graphite particles embedded within a polytetrafluoroethylene (PTFE) polymer fibril network were investigated under tension and exhibited viscoelastic behavior: linear loading, plastic deformation, and sheet failure. The degree of PTFE fibrillation during manufacture impacted final sheet properties, and calendering induced fibril alignment and crystallographic texture and macroscopic mechanical anisotropy. Increasing the PTFE fraction by 3.5 wt % led to remarkable improvements in ultimate tensile strength (+900%) and failure strain (+30%). Increasing electrode temperature (>19 °C) delayed sheet failure as PTFE transformed from a triclinic to hexagonal phase, however, higher temperatures (>80 °C) accelerated failure by fibril elongation, pull-out and widespread fibril fracture.
{"title":"Deformation and Tensile Properties of Free-Standing Solvent-Free Electrodes for Li-Ion Batteries","authors":"Benjamin G. Meyer, , , Guillaume Matthews*, , , Robin Scales, , , Nicole C. Mitchell, , , Ed Darnbrough, , , Robert A. House, , , David E. J. Armstrong, , and , Patrick S. Grant, ","doi":"10.1021/acsmaterialslett.5c00947","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00947","url":null,"abstract":"<p >Solvent-free (dry-processed) electrodes offer substantial economic and environmental benefits to Li-ion batteries and are manufactured in a way that requires them to withstand tensile loads during roll-to-roll processing. Electrode sheets comprising graphite particles embedded within a polytetrafluoroethylene (PTFE) polymer fibril network were investigated under tension and exhibited viscoelastic behavior: linear loading, plastic deformation, and sheet failure. The degree of PTFE fibrillation during manufacture impacted final sheet properties, and calendering induced fibril alignment and crystallographic texture and macroscopic mechanical anisotropy. Increasing the PTFE fraction by 3.5 wt % led to remarkable improvements in ultimate tensile strength (+900%) and failure strain (+30%). Increasing electrode temperature (>19 °C) delayed sheet failure as PTFE transformed from a triclinic to hexagonal phase, however, higher temperatures (>80 °C) accelerated failure by fibril elongation, pull-out and widespread fibril fracture.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3444–3451"},"PeriodicalIF":8.7,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsmaterialslett.5c00947","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Two-dimensional (2D) ferromagnetic materials integrating multiple functions are promising candidates for building magnetic and electronic nanodevices. Here, we predict a series of stable 2D multifunctional ferromagnetic monolayers VX (X = S, Se, Te) encompassing indirect semiconducting and half-metallic phases with sizable spin gaps. Due to the strong ferromagnetic coupling present in the VX monolayers, the magnetic transition temperatures (Tc) of VS, VSe, and VTe reach 369, 315, and 311 K, respectively. Furthermore, the magnetic and electronic properties of VX monolayers can be sensitively modulated via mechanical strain, while the VS and VSe monolayers further exhibit negative Poisson’s ratios. The VX monolayers thus represent an unusual family of 2D ferromagnetic materials with strong mechano-electromagnetic coupling that may serve as a building block for future multifunctional nanodevices.
集成多种功能的二维铁磁材料是构建磁性和电子纳米器件的有希望的候选者。在这里,我们预测了一系列稳定的二维多功能铁磁单层VX (X = S, Se, Te),包括间接半导体和半金属相,具有相当大的自旋间隙。由于VX单分子层中存在强铁磁耦合,VX、VSe和VTe的磁转变温度(Tc)分别达到369、315和311 K。此外,VX单层膜的磁性和电子性能可以通过机械应变敏感地调节,而VS和VSe单层膜进一步呈现负泊松比。因此,VX单层代表了一种不寻常的二维铁磁材料家族,具有强的机械电磁耦合,可以作为未来多功能纳米器件的基石。
{"title":"Multifunctional Integration of Vanadium-Based Chalcogenides VX (X = S, Se, Te)","authors":"Junlin Luo, , , Haiyu Meng, , , Ruoyan Xu, , , Xingxing Jiang, , , Yu-Qing Zhao, , , Yee Sin Ang*, , and , Xiong-Xiong Xue*, ","doi":"10.1021/acsmaterialslett.5c00908","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00908","url":null,"abstract":"<p >Two-dimensional (2D) ferromagnetic materials integrating multiple functions are promising candidates for building magnetic and electronic nanodevices. Here, we predict a series of stable 2D multifunctional ferromagnetic monolayers VX (X = S, Se, Te) encompassing indirect semiconducting and half-metallic phases with sizable spin gaps. Due to the strong ferromagnetic coupling present in the VX monolayers, the magnetic transition temperatures (<i>Tc</i>) of VS, VSe, and VTe reach 369, 315, and 311 K, respectively. Furthermore, the magnetic and electronic properties of VX monolayers can be sensitively modulated via mechanical strain, while the VS and VSe monolayers further exhibit negative Poisson’s ratios. The VX monolayers thus represent an unusual family of 2D ferromagnetic materials with strong mechano-electromagnetic coupling that may serve as a building block for future multifunctional nanodevices.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3435–3443"},"PeriodicalIF":8.7,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-10DOI: 10.1021/acsmaterialslett.5c00630
Madhusudan Chaudhary, , , Muskaan Rawat, , , Elisabeth Springl, , , Daniel Weindl, , , Diganta Sarkar, , , Aiden Yu, , , Dmitry Vrublevskiy, , , Tom Nilges, , , Arthur Mar, , and , Vladimir K. Michaelis*,
Sodium-containing chalcogenides are attractive candidates for use as solid-state electrolytes; however, their ionic conductivities remain a challenge. Simultaneously applying isovalent and aliovalent substitution can enhance ionic conductivity by generating substantial site disorder and high vacancy concentrations. To elucidate the mechanism that facilitates sodium ion conduction, a series of mixed-pnicogen solid solutions were prepared from the parent ternary sulfides Na3PnS4 (Pn = P, As, Sb) by high-temperature reactions, including an entropy-driven W-substituted phase, Na3−δP0.32As0.32Sb0.32W0.04S4 (N-PASS-W). N-PASS-W exhibits a very high ionic conductivity of 10 mS cm–1 and a low activation energy of 0.15 eV. Using PXRD and NMR spectroscopy, an atomic-level model for N-PASS-W was proposed, in which ion hopping occurs over two Na sites within a tetragonal structure (P4̅21c). Relationships were also established between the structure and ionic conductivities of the other members to evaluate the influence of crystalline phase, cation size, and site disorder.
含钠硫族化合物是有吸引力的候选固体电解质;然而,它们的离子电导率仍然是一个挑战。同时应用异价和价取代可以通过产生大量的位点紊乱和高空位浓度来增强离子电导率。为了阐明促进钠离子传导的机理,以三元硫化物Na3PnS4 (Pn = P, As, Sb)为原料,通过高温反应制备了一系列混合pnicogen固溶体,包括熵驱动的w取代相Na3−δP0.32As0.32Sb0.32W0.04S4 (N-PASS-W)。N-PASS-W具有10 mS cm-1的高离子电导率和0.15 eV的低活化能。利用PXRD和NMR建立了N-PASS-W的原子水平模型,其中离子跳变发生在正方结构(P4′21c)的两个Na位点上。还建立了其他成员的结构和离子电导率之间的关系,以评估晶体相,阳离子大小和位置紊乱的影响。
{"title":"Entropy-Driven Disorder and Aliovalent Substitution Induce Defects in Na3PnS4 (Pn = P, As, Sb) Solid-State Electrolytes: A Sluice Gate for Sodium Ions","authors":"Madhusudan Chaudhary, , , Muskaan Rawat, , , Elisabeth Springl, , , Daniel Weindl, , , Diganta Sarkar, , , Aiden Yu, , , Dmitry Vrublevskiy, , , Tom Nilges, , , Arthur Mar, , and , Vladimir K. Michaelis*, ","doi":"10.1021/acsmaterialslett.5c00630","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00630","url":null,"abstract":"<p >Sodium-containing chalcogenides are attractive candidates for use as solid-state electrolytes; however, their ionic conductivities remain a challenge. Simultaneously applying isovalent and aliovalent substitution can enhance ionic conductivity by generating substantial site disorder and high vacancy concentrations. To elucidate the mechanism that facilitates sodium ion conduction, a series of mixed-pnicogen solid solutions were prepared from the parent ternary sulfides Na<sub>3</sub><i>Pn</i>S<sub>4</sub> (<i>Pn</i> = P, As, Sb) by high-temperature reactions, including an entropy-driven W-substituted phase, Na<sub>3−δ</sub>P<sub>0.32</sub>As<sub>0.32</sub>Sb<sub>0.32</sub>W<sub>0.04</sub>S<sub>4</sub> (N-PASS-W). N-PASS-W exhibits a very high ionic conductivity of 10 mS cm<sup>–1</sup> and a low activation energy of 0.15 eV. Using PXRD and NMR spectroscopy, an atomic-level model for N-PASS-W was proposed, in which ion hopping occurs over two Na sites within a tetragonal structure (<i>P</i>4̅2<sub>1</sub><i>c</i>). Relationships were also established between the structure and ionic conductivities of the other members to evaluate the influence of crystalline phase, cation size, and site disorder.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3427–3434"},"PeriodicalIF":8.7,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
LiNiO2 is regarded as an ideal positive electrode material for Li-ion battery applications, offering a large reversible capacity, >200 mA h g–1, with a lower cutoff voltage, 4.3 V. The fully charged state, Li1–xNiO2 (x ≈ 0.9), is a metastable phase obtained by electrochemical oxidation in Li cells. Due to its instability, atomic-scale imaging of this phase by using scanning transmission electron microscopy (STEM) is particularly challenging, as it readily decomposes under electron beam exposure. In this study, the effect of cryogenic conditions during STEM observation is examined. While as-prepared LiNiO2 shows strong resistance to beam damage, Li1–xNiO2 (x ≈ 0.9) undergoes structural changes under room-temperature beam exposure. In contrast, beam-induced damage is substantially suppressed under cryogenic conditions (−150 °C), enabling successful acquisition of atomic-resolution STEM images. These findings underscore the importance of cryo-STEM techniques for imaging metastable battery materials.
LiNiO2被认为是锂离子电池应用的理想正极材料,具有200ma h - 1的大可逆容量,且截止电压较低,为4.3 V。充满电态Li1-xNiO2 (x≈0.9)是锂电池通过电化学氧化获得的亚稳相。由于其不稳定性,使用扫描透射电子显微镜(STEM)对该相进行原子尺度成像特别具有挑战性,因为它在电子束照射下容易分解。在本研究中,研究了低温条件对STEM观测的影响。Li1-xNiO2 (x≈0.9)在室温光束照射下发生结构变化。相比之下,在低温条件下(- 150°C),光束引起的损伤基本上被抑制,从而能够成功获取原子分辨率的STEM图像。这些发现强调了冷冻干技术对亚稳态电池材料成像的重要性。
{"title":"Direct Visualization of Metastable Charged States in Positive Electrode Materials by Cryo-STEM","authors":"Hinata Fujimura, , , Yosuke Ugata, , , Zhang Xinrui, , , Yoshinobu Miyazaki, , and , Naoaki Yabuuchi*, ","doi":"10.1021/acsmaterialslett.5c01021","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c01021","url":null,"abstract":"<p >LiNiO<sub>2</sub> is regarded as an ideal positive electrode material for Li-ion battery applications, offering a large reversible capacity, >200 mA h g<sup>–1</sup>, with a lower cutoff voltage, 4.3 V. The fully charged state, Li<sub>1–<i>x</i></sub>NiO<sub>2</sub> (<i>x</i> ≈ 0.9), is a metastable phase obtained by electrochemical oxidation in Li cells. Due to its instability, atomic-scale imaging of this phase by using scanning transmission electron microscopy (STEM) is particularly challenging, as it readily decomposes under electron beam exposure. In this study, the effect of cryogenic conditions during STEM observation is examined. While as-prepared LiNiO<sub>2</sub> shows strong resistance to beam damage, Li<sub>1–<i>x</i></sub>NiO<sub>2</sub> (<i>x</i> ≈ 0.9) undergoes structural changes under room-temperature beam exposure. In contrast, beam-induced damage is substantially suppressed under cryogenic conditions (−150 °C), enabling successful acquisition of atomic-resolution STEM images. These findings underscore the importance of cryo-STEM techniques for imaging metastable battery materials.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3420–3426"},"PeriodicalIF":8.7,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-09DOI: 10.1021/acsmaterialslett.5c00336
Hongwei Du, , , Xiang Huang, , , Jian Hui*, , , Lanting Zhang*, , , Yuanxun Zhou*, , and , Hong Wang*,
High-performance solid-state electrolytes (SSEs) are crucial for next-generation lithium batteries. However, conventional methods like density functional theory and empirical force fields face challenges in computational cost, scalability, and transferability across diverse systems. Machine learning interatomic potentials (MLIPs) offer a promising alternative by balancing accuracy and efficiency. Nevertheless, their performance and applicability for SSEs remain poorly defined, limiting reliable model selection. In this study, we benchmark 12 MLIPs─including GRACE, DPA, MatterSim, MACE, SevenNet, CHGNet, TensorNet, M3GNet, and ORB─across energies, forces, phonons, electrochemical stability, thermodynamic properties, elastic moduli, and Li+ diffusivity. GRACE-2L-OAM, MACE-MPA, MatterSim, DPA-3.1-3M, and SevenNet-MF-ompa show superior accuracy. Using MatterSim, we study Li3YCl6 and Li6PS5Cl, revealing that ∼40–50% S/Cl anion disorder enhances Li+ migration connectivity in Li6PS5Cl, while higher Li+ content in Li3Ycl6 expands conduction channels and reduces energy barriers. These insights highlight the power of MLIP-driven simulations for mechanistic understanding and rational design of high-conductivity SSEs.
{"title":"Assessment and Application of Universal Machine Learning Interatomic Potentials in Solid-State Electrolyte Research","authors":"Hongwei Du, , , Xiang Huang, , , Jian Hui*, , , Lanting Zhang*, , , Yuanxun Zhou*, , and , Hong Wang*, ","doi":"10.1021/acsmaterialslett.5c00336","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00336","url":null,"abstract":"<p >High-performance solid-state electrolytes (SSEs) are crucial for next-generation lithium batteries. However, conventional methods like density functional theory and empirical force fields face challenges in computational cost, scalability, and transferability across diverse systems. Machine learning interatomic potentials (MLIPs) offer a promising alternative by balancing accuracy and efficiency. Nevertheless, their performance and applicability for SSEs remain poorly defined, limiting reliable model selection. In this study, we benchmark 12 MLIPs─including GRACE, DPA, MatterSim, MACE, SevenNet, CHGNet, TensorNet, M3GNet, and ORB─across energies, forces, phonons, electrochemical stability, thermodynamic properties, elastic moduli, and Li<sup>+</sup> diffusivity. GRACE-2L-OAM, MACE-MPA, MatterSim, DPA-3.1-3M, and SevenNet-MF-ompa show superior accuracy. Using MatterSim, we study Li<sub>3</sub>YCl<sub>6</sub> and Li<sub>6</sub>PS<sub>5</sub>Cl, revealing that ∼40–50% S/Cl anion disorder enhances Li<sup>+</sup> migration connectivity in Li<sub>6</sub>PS<sub>5</sub>Cl, while higher Li<sup>+</sup> content in Li<sub>3</sub>Ycl<sub>6</sub> expands conduction channels and reduces energy barriers. These insights highlight the power of MLIP-driven simulations for mechanistic understanding and rational design of high-conductivity SSEs.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3403–3412"},"PeriodicalIF":8.7,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Due to the similar kinetic diameters and physicochemical properties of ethylene and ethane, developing highly efficient C2H4/C2H6 separation membranes remains a huge challenge. In this study, spatio-selective reconfiguration of a Ni-pca-pyz metal–organic framework (MOF) membrane was discovered upon vacuum heat treatment. The progressive migration of the low-boiling-point pyrazine ligands on the coordination unsaturated metal sites in the structure can result in the preferential exposure of the (001) crystal plane, thus the significant increase in C2H4 selectivity due to the optimized diffusion path. The Ni-pca-pyz membrane with preferential (001) crystal plane orientation shows highly competitive C2H4/C2H6 separation performance, with a C2H4 permeance of 351.2 GPU and a C2H4/C2H6 separation factor of 5.6 during mixed-gas permeation, highlighting the promising application of the vacuum heat treatment protocol in structure optimization and performance enhancement of versatile MOF membranes.
{"title":"Spatio-Selective Reconfiguration for Enhanced Ethylene/Ethane Separation in Metal–Organic Framework Membranes","authors":"Ziqi Xu, , , Jia Wang, , , Yuchen Gao, , , Lingchuan Li, , , Wenjiang Zeng, , , Xiangyu Guo*, , and , Qingyuan Yang*, ","doi":"10.1021/acsmaterialslett.5c00935","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00935","url":null,"abstract":"<p >Due to the similar kinetic diameters and physicochemical properties of ethylene and ethane, developing highly efficient C<sub>2</sub>H<sub>4</sub>/C<sub>2</sub>H<sub>6</sub> separation membranes remains a huge challenge. In this study, spatio-selective reconfiguration of a Ni-pca-pyz metal–organic framework (MOF) membrane was discovered upon vacuum heat treatment. The progressive migration of the low-boiling-point pyrazine ligands on the coordination unsaturated metal sites in the structure can result in the preferential exposure of the (001) crystal plane, thus the significant increase in C<sub>2</sub>H<sub>4</sub> selectivity due to the optimized diffusion path. The Ni-pca-pyz membrane with preferential (001) crystal plane orientation shows highly competitive C<sub>2</sub>H<sub>4</sub>/C<sub>2</sub>H<sub>6</sub> separation performance, with a C<sub>2</sub>H<sub>4</sub> permeance of 351.2 GPU and a C<sub>2</sub>H<sub>4</sub>/C<sub>2</sub>H<sub>6</sub> separation factor of 5.6 during mixed-gas permeation, highlighting the promising application of the vacuum heat treatment protocol in structure optimization and performance enhancement of versatile MOF membranes.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3413–3419"},"PeriodicalIF":8.7,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Engineering a polymer-based protective layer on a Zn metal surface can alleviate the side reactions for high Zn reversibility, yet the chain entanglement of the polymer may prolong the pathway and hinder the ion transport for poor battery performance. Here, the Debus-Radziszewski reaction was employed to form an imidazolium cation (IM+) structure in chitosan for high-performance protective layers. The protective layer for Zn metal with chitosan connected by IM+ (ZCIM) owns low entanglement characteristics to facilitate the ion transport channel construction, thus significantly promoting rapid Zn2+ migration kinetics. Moreover, the IM+ renders charge delocalization, thereby improving the electric field distribution on the Zn surface to accelerate stable Zn2+ deposition kinetics. Consequently, the symmetrical Zn battery with ZCIM remains stable at a high depth of discharge of 93.2%, and the Zn/I2 battery with ZCIM demonstrates a high-capacity retention rate of over 89% at a low N/P ratio of 2.6.
{"title":"Constructing Charge-Delocalized Polycationic Protective Layer by Chitosan for Zinc-Ion Batteries","authors":"Binbin Ren, , , Yifan Pan, , , Yanchun Xie, , , Yucong Jiao*, , and , Peiyi Wu*, ","doi":"10.1021/acsmaterialslett.5c00839","DOIUrl":"https://doi.org/10.1021/acsmaterialslett.5c00839","url":null,"abstract":"<p >Engineering a polymer-based protective layer on a Zn metal surface can alleviate the side reactions for high Zn reversibility, yet the chain entanglement of the polymer may prolong the pathway and hinder the ion transport for poor battery performance. Here, the Debus-Radziszewski reaction was employed to form an imidazolium cation (IM<sup>+</sup>) structure in chitosan for high-performance protective layers. The protective layer for Zn metal with chitosan connected by IM<sup>+</sup> (ZCIM) owns low entanglement characteristics to facilitate the ion transport channel construction, thus significantly promoting rapid Zn<sup>2+</sup> migration kinetics. Moreover, the IM<sup>+</sup> renders charge delocalization, thereby improving the electric field distribution on the Zn surface to accelerate stable Zn<sup>2+</sup> deposition kinetics. Consequently, the symmetrical Zn battery with ZCIM remains stable at a high depth of discharge of 93.2%, and the Zn/I<sub>2</sub> battery with ZCIM demonstrates a high-capacity retention rate of over 89% at a low N/P ratio of 2.6.</p>","PeriodicalId":19,"journal":{"name":"ACS Materials Letters","volume":"7 10","pages":"3394–3402"},"PeriodicalIF":8.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145226817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}