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Optimizing Solvent Chemistry for High-Quality Halide Perovskite Films 优化溶剂化学,制备高质量卤化物过氧化物薄膜
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-15 DOI: 10.1021/accountsmr.4c00148
Xiaofeng Huang, Binghui Wu, Nanfeng Zheng
Over the past decade, solution-processed organic–inorganic hybrid perovskite solar cells (PSCs) have emerged as a viable alternative to traditional crystalline silicon photovoltaics, with power conversion efficiency (PCE) increasing notably from 3.8% to over 26%. This remarkable advancement is attributed to the unique band structures and exceptional defect tolerance of the hybrid perovskites. The bandgaps in perovskites derive from their antibonding orbitals at both the valence band maximum and conduction band minimum. Consequently, bond breaking creates states away from the bandgap, resulting in either shallow defects or states within the valence band. Despite defect densities up to 10<sup>6</sup> times higher than single-crystal silicon, polycrystalline perovskite films (<1 μm thick) can still achieve comparable device performance due to their high defect tolerance. Superior photovoltaic performance in perovskite films depends on an efficient wet-chemical process, offering a notable advantage over silicon-based photovoltaic technology. Evidently, solvent characteristics and their potential interaction with perovskites significantly impact crystal growth from precursor inks, subsequent polycrystalline film quality, and the ultimate performance of devices. Understanding solvent properties in relation to film formation processes is essential for informing solvent selection in the emerging perovskite photovoltaics and its future commercialization. In this Account, we present a thorough analysis of solution-processed perovskite films, encompassing the crystallization process and phase transition of perovskite-related solvated complexes, and structure passivation of perovskite phase. We systematically categorize the prevalent solvents utilized in film preparation and outline a solvent roadmap for producing high-quality perovskite films from a chemical perspective, considering their interaction with the perovskite structure. We also address often-overlooked factors in solvent selection in current research. First, middle-polarity dispersion solvents fundamentally govern nucleation and growth kinetics of perovskite solvated films in the solution phase, thereby significantly shaping film morphology. However, control over the solvation interaction between dispersion solvent and perovskite structure for morphology regulation remains insufficient. Second, high-polarity binding solvents interact with the perovskite structure via solvent-involved intermediates, optimizing crystallization kinetics in the solution phase (sol–gel state) and controlling phase-transition kinetics of the intermediate phase. This interaction influences the crystal and structural properties of the resultant perovskite phase though managing the intermediate phase remains challenging. Third, low-polarity modification solvents, combined with functional passivation molecules, are employed to modulate interface energetics of perovskite films by enabling both chemical defect passivation
在过去的十年中,溶液法有机-无机混合包晶太阳能电池(PSCs)已成为传统晶体硅光伏技术的可行替代品,其功率转换效率(PCE)从 3.8% 显著提高到 26% 以上。这一显著进步归功于混合型过氧化物的独特带隙结构和优异的缺陷耐受性。包光体的带隙来自价带最大值和导带最小值处的反键轨道。因此,键的断裂会产生远离带隙的状态,从而产生浅缺陷或价带内的状态。尽管缺陷密度比单晶硅高出 106 倍,但多晶包晶体薄膜(厚度为 1 微米)由于具有较高的缺陷容忍度,仍然可以实现与单晶硅相当的设备性能。包晶体薄膜的卓越光伏性能取决于高效的湿化学工艺,与硅基光伏技术相比具有显著优势。显而易见,溶剂特性及其与包晶的潜在相互作用会对前驱体油墨的晶体生长、随后的多晶薄膜质量以及设备的最终性能产生重大影响。了解与薄膜形成过程相关的溶剂特性对于新兴的包晶光伏技术及其未来商业化过程中的溶剂选择至关重要。在本开户绑定手机领体验金中,我们对溶液加工的包晶石薄膜进行了深入分析,包括包晶石相关溶液复合物的结晶过程和相变,以及包晶石相的结构钝化。我们对制备薄膜过程中使用的常用溶剂进行了系统分类,并从化学角度概述了生产高质量包晶体薄膜的溶剂路线图,同时考虑了这些溶剂与包晶体结构之间的相互作用。我们还讨论了当前研究中在溶剂选择方面经常被忽视的因素。首先,中等极性分散溶剂从根本上控制着溶液相中包晶石溶解薄膜的成核和生长动力学,从而极大地塑造了薄膜的形态。然而,在形态调节方面,对分散溶剂与包晶结构之间的溶解相互作用的控制仍然不足。其次,高极性结合溶剂通过溶剂参与的中间产物与包晶结构相互作用,优化了溶液相(溶胶-凝胶态)的结晶动力学,并控制了中间相的相变动力学。这种相互作用会影响所产生的包晶石相的晶体和结构特性,但对中间相的管理仍具有挑战性。第三,低极性改性溶剂与功能性钝化分子相结合,通过化学缺陷钝化和物理场效应钝化来调节包晶体薄膜的界面能量。然而,通过溶剂选择形成异质结或同质界面来实现最佳界面能效仍然十分困难。通过整合基本的溶剂机理和设计标准,可以制定出全面的策略,在光伏领域实现高 PCE 和稳定性。最后,我们讨论了溶液加工过氧化物光伏技术商业化的主要挑战和未来前景,旨在启发创新材料设计和溶剂工程方法。
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引用次数: 0
Optimization Strategies for Cathode Materials in Lithium–Oxygen Batteries
IF 14 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-06 DOI: 10.1021/accountsmr.4c0016710.1021/accountsmr.4c00167
Shang-Qi Li, Jia-Ning Yang, Kai-Xue Wang* and Jie-Sheng Chen*, 
<p >Developing high energy density, low-cost, and safe batteries remains a constant challenge that not only drives technological innovation but also holds the potential to transform human lifestyles. Although lithium-ion batteries have been widely adopted, their theoretical energy density is nearing its limit. Consequently, there is an urgent need to explore and investigate other battery systems with higher power capacities to propel technological advancements in this field. In this context, metal–oxygen batteries have attracted considerable interest because of their exceptionally high theoretical energy densities. Among the various metal–oxygen batteries, lithium–oxygen (Li–O<sub>2</sub>) batteries stand out for their highest thermodynamic equilibrium potential (∼2.96 V) and greatest theoretical specific energy (∼3500 Wh kg<sup>–1</sup>), positioning them as a promising avenue for future energy storage advancements. Over the past few decades, global scientists have conducted extensive research into the electrochemical reaction mechanisms, material sciences, and system designs of Li–O<sub>2</sub> batteries (LOBs), achieving numerous significant breakthroughs. Despite these remarkable advancements, research on LOBs is still in its infancy, confronting numerous unresolved critical issues. First, the deposition of Li<sub>2</sub>O<sub>2</sub> on the electrode surface severely hinders further electrochemical reactions, resulting in actual discharge capacities that are far below theoretical values. Second, the kinetics of the oxygen electrode reactions are relatively slow, failing to meet high power demands and inducing severe polarization phenomena, which significantly reduces energy efficiency. Last, byproducts generated during the charge/discharge process lead to the degradation of electrode materials and electrolytes, markedly shortening the cycle life of the battery. The rational design of efficient and durable catalysts for the oxygen reduction reaction (ORR) and oxygen evolution reaction (OER) is considered one of the most effective strategies for overcoming the aforementioned obstacles. In this Account, we summarize the major electronic modulation strategies for developing efficient cathode catalysts, including structural design, composite material construction, surface and interface engineering, and heteroatom doping. First, specific methods to enhance catalyst performance through optimizing material morphology and structural design are discussed. Then, the construction of composite materials is presented to highlight the synergistic effects of various components in improving battery performance. Next, surface and interface engineering, which could regulate charge transfer and reaction activity, is outlined. Finally, the function of heteroatom doping in enhancing catalytic activity and stability by modifying the electronic structure of catalysts is summarized. Building on the optimization of the performance and reliability of each component i
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引用次数: 0
Optimization Strategies for Cathode Materials in Lithium–Oxygen Batteries 锂氧电池阴极材料的优化策略
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-06 DOI: 10.1021/accountsmr.4c00167
Shang-Qi Li, Jia-Ning Yang, Kai-Xue Wang, Jie-Sheng Chen
Developing high energy density, low-cost, and safe batteries remains a constant challenge that not only drives technological innovation but also holds the potential to transform human lifestyles. Although lithium-ion batteries have been widely adopted, their theoretical energy density is nearing its limit. Consequently, there is an urgent need to explore and investigate other battery systems with higher power capacities to propel technological advancements in this field. In this context, metal–oxygen batteries have attracted considerable interest because of their exceptionally high theoretical energy densities. Among the various metal–oxygen batteries, lithium–oxygen (Li–O<sub>2</sub>) batteries stand out for their highest thermodynamic equilibrium potential (∼2.96 V) and greatest theoretical specific energy (∼3500 Wh kg<sup>–1</sup>), positioning them as a promising avenue for future energy storage advancements. Over the past few decades, global scientists have conducted extensive research into the electrochemical reaction mechanisms, material sciences, and system designs of Li–O<sub>2</sub> batteries (LOBs), achieving numerous significant breakthroughs. Despite these remarkable advancements, research on LOBs is still in its infancy, confronting numerous unresolved critical issues. First, the deposition of Li<sub>2</sub>O<sub>2</sub> on the electrode surface severely hinders further electrochemical reactions, resulting in actual discharge capacities that are far below theoretical values. Second, the kinetics of the oxygen electrode reactions are relatively slow, failing to meet high power demands and inducing severe polarization phenomena, which significantly reduces energy efficiency. Last, byproducts generated during the charge/discharge process lead to the degradation of electrode materials and electrolytes, markedly shortening the cycle life of the battery. The rational design of efficient and durable catalysts for the oxygen reduction reaction (ORR) and oxygen evolution reaction (OER) is considered one of the most effective strategies for overcoming the aforementioned obstacles. In this Account, we summarize the major electronic modulation strategies for developing efficient cathode catalysts, including structural design, composite material construction, surface and interface engineering, and heteroatom doping. First, specific methods to enhance catalyst performance through optimizing material morphology and structural design are discussed. Then, the construction of composite materials is presented to highlight the synergistic effects of various components in improving battery performance. Next, surface and interface engineering, which could regulate charge transfer and reaction activity, is outlined. Finally, the function of heteroatom doping in enhancing catalytic activity and stability by modifying the electronic structure of catalysts is summarized. Building on the optimization of the performance and reliability of each component in LOB
开发高能量密度、低成本和安全的电池仍然是一项持续的挑战,它不仅推动着技术创新,而且有可能改变人类的生活方式。尽管锂离子电池已被广泛采用,但其理论能量密度已接近极限。因此,迫切需要探索和研究其他具有更高功率容量的电池系统,以推动该领域的技术进步。在此背景下,金属氧电池因其超高的理论能量密度而备受关注。在各种金属氧电池中,锂-氧(Li-O2)电池以其最高的热力学平衡电位(∼2.96 V)和最大的理论比能量(∼3500 Wh kg-1)而脱颖而出,成为未来能源储存技术发展的一个前景广阔的途径。过去几十年来,全球科学家对锂离子电池(LOB)的电化学反应机理、材料科学和系统设计进行了广泛研究,取得了多项重大突破。尽管取得了这些令人瞩目的进展,但有关锂离子电池的研究仍处于起步阶段,面临着许多尚未解决的关键问题。首先,Li2O2 在电极表面的沉积严重阻碍了进一步的电化学反应,导致实际放电容量远远低于理论值。其次,氧电极反应的动力学过程相对缓慢,无法满足高功率需求,并引发严重的极化现象,从而显著降低了能量效率。最后,充放电过程中产生的副产物导致电极材料和电解液降解,明显缩短了电池的循环寿命。合理设计高效耐用的氧还原反应(ORR)和氧进化反应(OER)催化剂被认为是克服上述障碍的最有效策略之一。在本开户绑定手机领体验金中,我们总结了开发高效阴极催化剂的主要电子调节策略,包括结构设计、复合材料构建、表面和界面工程以及杂原子掺杂。首先,讨论了通过优化材料形态和结构设计来提高催化剂性能的具体方法。然后,介绍了复合材料的构造,以突出各种成分在提高电池性能方面的协同作用。接着,概述了可调节电荷转移和反应活性的表面和界面工程。最后,总结了杂原子掺杂通过改变催化剂的电子结构来提高催化活性和稳定性的作用。在优化 LOB 中每个组件的性能和可靠性的基础上,展望了提高这些电池整体电化学性能的前景。我们相信,该开户绑定手机领体验金将推动锂空气电池有效而稳定的正极催化剂的开发,并促进这一前景广阔的储能技术在未来的实际应用。
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引用次数: 0
Activation and Catalysis of Methane over Metal–Organic Framework Materials 金属有机框架材料对甲烷的活化和催化作用
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-06 DOI: 10.1021/accountsmr.4c00279
Bing An, Yujie Ma, Xue Han, Martin Schröder, Sihai Yang
Methane (CH4), which is the main component of natural gas, is an abundant and widely available carbon resource. However, CH4 has a low energy density of only 36 kJ L–1 under ambient conditions, which is significantly lower than that of gasoline (ca. 34 MJ L–1). The activation and catalytic conversion of CH4 into value-added chemicals [e.g., methanol (CH3OH), which has an energy density of ca. 17 MJ L–1], can effectively lift its energy density. However, this conversion is highly challenging due to the inert nature of CH4, characterized by its strong C–H bonds and high stability. Consequently, the development of efficient materials that can optimize the binding and activation pathway of CH4 with control of product selectivity has attracted considerable recent interest. Metal–organic framework (MOF) materials have emerged as particularly attractive candidates for the development of efficient sorbents and heterogeneous catalysts due to their high porosity, low density, high surface area and structural versatility. These properties enable MOFs to act as effective platforms for the adsorption, binding and catalytic conversion of CH4 into valuable chemicals. Recent reports have highlighted MOFs as promising materials for these applications, leading to new insights into the structure–activity relationships that govern their performance in various systems.
甲烷(CH4)是天然气的主要成分,是一种丰富而广泛的碳资源。然而,CH4 的能量密度较低,在环境条件下仅为 36 kJ L-1,明显低于汽油(约 34 MJ L-1)。通过活化和催化将 CH4 转化为高附加值化学品 [如甲醇 (CH3OH),其能量密度约为 17 MJ L-1],可有效提高其能量密度。然而,由于 CH4 具有强 C-H 键和高稳定性等惰性特点,因此这种转化极具挑战性。因此,开发能够优化 CH4 的结合和活化途径并控制产物选择性的高效材料引起了人们的极大兴趣。金属有机框架(MOF)材料具有高孔隙率、低密度、高比表面积和结构多变性等特点,已成为开发高效吸附剂和异相催化剂的极具吸引力的候选材料。这些特性使 MOFs 成为吸附、结合和催化将 CH4 转化为有价值化学品的有效平台。最近的一些报道强调了 MOFs 在这些应用中作为有前途的材料的作用,从而使人们对它们在各种系统中的性能的结构-活性关系有了新的认识。
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引用次数: 0
Activation and Catalysis of Methane over Metal–Organic Framework Materials
IF 14 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-06 DOI: 10.1021/accountsmr.4c0027910.1021/accountsmr.4c00279
Bing An, Yujie Ma, Xue Han, Martin Schröder* and Sihai Yang*, 
<p >Methane (CH<sub>4</sub>), which is the main component of natural gas, is an abundant and widely available carbon resource. However, CH<sub>4</sub> has a low energy density of only 36 kJ L<sup>–1</sup> under ambient conditions, which is significantly lower than that of gasoline (<i>ca</i>. 34 MJ L<sup>–1</sup>). The activation and catalytic conversion of CH<sub>4</sub> into value-added chemicals [<i>e.g</i>., methanol (CH<sub>3</sub>OH), which has an energy density of <i>ca</i>. 17 MJ L<sup>–1</sup>], can effectively lift its energy density. However, this conversion is highly challenging due to the inert nature of CH<sub>4</sub>, characterized by its strong C–H bonds and high stability. Consequently, the development of efficient materials that can optimize the binding and activation pathway of CH<sub>4</sub> with control of product selectivity has attracted considerable recent interest. Metal–organic framework (MOF) materials have emerged as particularly attractive candidates for the development of efficient sorbents and heterogeneous catalysts due to their high porosity, low density, high surface area and structural versatility. These properties enable MOFs to act as effective platforms for the adsorption, binding and catalytic conversion of CH<sub>4</sub> into valuable chemicals. Recent reports have highlighted MOFs as promising materials for these applications, leading to new insights into the structure–activity relationships that govern their performance in various systems.</p><p >In this Account, we present analysis of state-of-the-art MOF-based sorbents and catalysts, particularly focusing on materials that incorporate well-defined active sites within confined space. The precise control of these active sites and their surrounding microenvironment is crucial as it directly influences the efficiency of CH<sub>4</sub> activation and the selectivity of the resulting chemical products. Our discussion covers key reactions involving CH<sub>4</sub>, including its activation, selective oxidation of CH<sub>4</sub> to CH<sub>3</sub>OH, dry reforming of CH<sub>4</sub>, nonoxidative coupling of CH<sub>4</sub>, and borylation of CH<sub>4</sub>. We analyze the role of active sites and their microenvironment in the binding and activation of CH<sub>4</sub> using a wide range of experimental and computational studies, including neutron diffraction, inelastic neutron scattering, and electron paramagnetic resonance, solid-state nuclear magnetic resonance, infrared and X-ray absorption spectroscopies coupled to density functional theory calculations. In particular, neutron scattering has notable advantages in elucidating host–guest interactions and the mechanisms of the conversion and catalysis of CH<sub>4</sub> and CD<sub>4</sub>. In addition to exploring current advances, the limitations and future direction of research in this area are also discussed. Key challenges include improvements in the stability, scalability, and performance of MOFs under practica
{"title":"Activation and Catalysis of Methane over Metal–Organic Framework Materials","authors":"Bing An,&nbsp;Yujie Ma,&nbsp;Xue Han,&nbsp;Martin Schröder* and Sihai Yang*,&nbsp;","doi":"10.1021/accountsmr.4c0027910.1021/accountsmr.4c00279","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00279https://doi.org/10.1021/accountsmr.4c00279","url":null,"abstract":"&lt;p &gt;Methane (CH&lt;sub&gt;4&lt;/sub&gt;), which is the main component of natural gas, is an abundant and widely available carbon resource. However, CH&lt;sub&gt;4&lt;/sub&gt; has a low energy density of only 36 kJ L&lt;sup&gt;–1&lt;/sup&gt; under ambient conditions, which is significantly lower than that of gasoline (&lt;i&gt;ca&lt;/i&gt;. 34 MJ L&lt;sup&gt;–1&lt;/sup&gt;). The activation and catalytic conversion of CH&lt;sub&gt;4&lt;/sub&gt; into value-added chemicals [&lt;i&gt;e.g&lt;/i&gt;., methanol (CH&lt;sub&gt;3&lt;/sub&gt;OH), which has an energy density of &lt;i&gt;ca&lt;/i&gt;. 17 MJ L&lt;sup&gt;–1&lt;/sup&gt;], can effectively lift its energy density. However, this conversion is highly challenging due to the inert nature of CH&lt;sub&gt;4&lt;/sub&gt;, characterized by its strong C–H bonds and high stability. Consequently, the development of efficient materials that can optimize the binding and activation pathway of CH&lt;sub&gt;4&lt;/sub&gt; with control of product selectivity has attracted considerable recent interest. Metal–organic framework (MOF) materials have emerged as particularly attractive candidates for the development of efficient sorbents and heterogeneous catalysts due to their high porosity, low density, high surface area and structural versatility. These properties enable MOFs to act as effective platforms for the adsorption, binding and catalytic conversion of CH&lt;sub&gt;4&lt;/sub&gt; into valuable chemicals. Recent reports have highlighted MOFs as promising materials for these applications, leading to new insights into the structure–activity relationships that govern their performance in various systems.&lt;/p&gt;&lt;p &gt;In this Account, we present analysis of state-of-the-art MOF-based sorbents and catalysts, particularly focusing on materials that incorporate well-defined active sites within confined space. The precise control of these active sites and their surrounding microenvironment is crucial as it directly influences the efficiency of CH&lt;sub&gt;4&lt;/sub&gt; activation and the selectivity of the resulting chemical products. Our discussion covers key reactions involving CH&lt;sub&gt;4&lt;/sub&gt;, including its activation, selective oxidation of CH&lt;sub&gt;4&lt;/sub&gt; to CH&lt;sub&gt;3&lt;/sub&gt;OH, dry reforming of CH&lt;sub&gt;4&lt;/sub&gt;, nonoxidative coupling of CH&lt;sub&gt;4&lt;/sub&gt;, and borylation of CH&lt;sub&gt;4&lt;/sub&gt;. We analyze the role of active sites and their microenvironment in the binding and activation of CH&lt;sub&gt;4&lt;/sub&gt; using a wide range of experimental and computational studies, including neutron diffraction, inelastic neutron scattering, and electron paramagnetic resonance, solid-state nuclear magnetic resonance, infrared and X-ray absorption spectroscopies coupled to density functional theory calculations. In particular, neutron scattering has notable advantages in elucidating host–guest interactions and the mechanisms of the conversion and catalysis of CH&lt;sub&gt;4&lt;/sub&gt; and CD&lt;sub&gt;4&lt;/sub&gt;. In addition to exploring current advances, the limitations and future direction of research in this area are also discussed. Key challenges include improvements in the stability, scalability, and performance of MOFs under practica","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 1","pages":"77–88 77–88"},"PeriodicalIF":14.0,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/epdf/10.1021/accountsmr.4c00279","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143091834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-Driven Combinatorial Design of Highly Energetic Materials
IF 14 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-04 DOI: 10.1021/accountsmr.4c0023010.1021/accountsmr.4c00230
Linyuan Wen, Yinglei Wang* and Yingzhe Liu*, 
<p >In this Account, we present a comprehensive overview of recent advancements in applying data-driven combinatorial design for developing novel high-energy-density materials. Initially, we outline the progress in energetic materials (EMs) development within the framework of the four scientific paradigms, with particular emphasis on the opportunities afforded by the evolution of computer and data science, which has propelled the theoretical design of EMs into a new era of data-driven development. We then discuss the structural features of typical EMs such as TNT, RDX, HMX, and CL-20, namely, a “scaffolds + functional groups” characteristic, underscoring the efficacy of the combinatorial design approach in constructing novel EMs. It has been discerned that those modifications to the scaffolds are the primary driving force behind the enhancement of EMs’ properties.</p><p >Subsequently, we introduce three distinct data-driven design strategies for EMs, each with a different approach to scaffold construction. These strategies are as follows: (1) the known scaffold strategy to identify fused cyclic scaffolds containing oxazole or oxadiazole structures from other fields via database screening and employ a high-throughput combinatorial approach with functional groups to design oxazole (and oxadiazole)-based fused cyclic EMs; (2) the semiknown scaffold strategy to construct semiknown scaffolds by integrating known scaffolds and realize the design of bridged cyclic EMs through a high-throughput combination of functional groups; (3) the unknown scaffold strategy to build caged structural models for quantitative characterization, high-throughput screening caged scaffolds from the database, construct unknown caged scaffolds by substituting atoms or substructures, and combine functional groups to design zero oxygen balance caged EMs. Employing the proposed strategies, the design capacity for EMs reaches an impressive scale of 10<sup>7</sup> molecules, significantly increasing the probability of obtaining high-performance EMs. Furthermore, the incorporation of property assessment models based on machine learning and density functional theory has achieved a balance between computational accuracy and computational speed. Statistical analysis of the virtual screening has revealed the advantages of bicyclic tri- and tetrasubstituted position scaffolds in the construction of high-energy and easily synthesizable fused cyclic EMs. Additionally, the proposed strategies have been successfully applied to design multifunctional modular energetic materials, resulting in the successful synthesis of three target compounds, validating the effectiveness of data-driven combinatorial design approaches.</p><p >Lastly, we discuss the current state of high-throughput combinatorial design and, in light of the multifaceted criteria required for the design of EMs, explore the feasibility of multiobjective optimization methods such as Pareto optimization. Moreover, we envision the ap
{"title":"Data-Driven Combinatorial Design of Highly Energetic Materials","authors":"Linyuan Wen,&nbsp;Yinglei Wang* and Yingzhe Liu*,&nbsp;","doi":"10.1021/accountsmr.4c0023010.1021/accountsmr.4c00230","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00230https://doi.org/10.1021/accountsmr.4c00230","url":null,"abstract":"&lt;p &gt;In this Account, we present a comprehensive overview of recent advancements in applying data-driven combinatorial design for developing novel high-energy-density materials. Initially, we outline the progress in energetic materials (EMs) development within the framework of the four scientific paradigms, with particular emphasis on the opportunities afforded by the evolution of computer and data science, which has propelled the theoretical design of EMs into a new era of data-driven development. We then discuss the structural features of typical EMs such as TNT, RDX, HMX, and CL-20, namely, a “scaffolds + functional groups” characteristic, underscoring the efficacy of the combinatorial design approach in constructing novel EMs. It has been discerned that those modifications to the scaffolds are the primary driving force behind the enhancement of EMs’ properties.&lt;/p&gt;&lt;p &gt;Subsequently, we introduce three distinct data-driven design strategies for EMs, each with a different approach to scaffold construction. These strategies are as follows: (1) the known scaffold strategy to identify fused cyclic scaffolds containing oxazole or oxadiazole structures from other fields via database screening and employ a high-throughput combinatorial approach with functional groups to design oxazole (and oxadiazole)-based fused cyclic EMs; (2) the semiknown scaffold strategy to construct semiknown scaffolds by integrating known scaffolds and realize the design of bridged cyclic EMs through a high-throughput combination of functional groups; (3) the unknown scaffold strategy to build caged structural models for quantitative characterization, high-throughput screening caged scaffolds from the database, construct unknown caged scaffolds by substituting atoms or substructures, and combine functional groups to design zero oxygen balance caged EMs. Employing the proposed strategies, the design capacity for EMs reaches an impressive scale of 10&lt;sup&gt;7&lt;/sup&gt; molecules, significantly increasing the probability of obtaining high-performance EMs. Furthermore, the incorporation of property assessment models based on machine learning and density functional theory has achieved a balance between computational accuracy and computational speed. Statistical analysis of the virtual screening has revealed the advantages of bicyclic tri- and tetrasubstituted position scaffolds in the construction of high-energy and easily synthesizable fused cyclic EMs. Additionally, the proposed strategies have been successfully applied to design multifunctional modular energetic materials, resulting in the successful synthesis of three target compounds, validating the effectiveness of data-driven combinatorial design approaches.&lt;/p&gt;&lt;p &gt;Lastly, we discuss the current state of high-throughput combinatorial design and, in light of the multifaceted criteria required for the design of EMs, explore the feasibility of multiobjective optimization methods such as Pareto optimization. Moreover, we envision the ap","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"6 1","pages":"64–76 64–76"},"PeriodicalIF":14.0,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143091872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-Driven Combinatorial Design of Highly Energetic Materials 数据驱动的高能材料组合设计
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-11-04 DOI: 10.1021/accountsmr.4c00230
Linyuan Wen, Yinglei Wang, Yingzhe Liu
In this Account, we present a comprehensive overview of recent advancements in applying data-driven combinatorial design for developing novel high-energy-density materials. Initially, we outline the progress in energetic materials (EMs) development within the framework of the four scientific paradigms, with particular emphasis on the opportunities afforded by the evolution of computer and data science, which has propelled the theoretical design of EMs into a new era of data-driven development. We then discuss the structural features of typical EMs such as TNT, RDX, HMX, and CL-20, namely, a “scaffolds + functional groups” characteristic, underscoring the efficacy of the combinatorial design approach in constructing novel EMs. It has been discerned that those modifications to the scaffolds are the primary driving force behind the enhancement of EMs’ properties.
在本开户绑定手机领体验金中,我们全面概述了应用数据驱动组合设计开发新型高能量密度材料的最新进展。首先,我们概述了在四种科学范式框架内开发高能材料(EMs)的进展,并特别强调了计算机和数据科学的发展所带来的机遇,这推动 EMs 的理论设计进入了数据驱动开发的新时代。然后,我们讨论了 TNT、RDX、HMX 和 CL-20 等典型 EM 的结构特征,即 "支架 + 功能基团 "特征,强调了组合设计方法在构建新型 EM 方面的功效。人们发现,对支架的这些改性是增强电磁特性的主要驱动力。
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引用次数: 0
UCl3-Type Solid Electrolytes: Fast Ionic Conduction and Enhanced Electrode Compatibility
IF 14 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-31 DOI: 10.1021/accountsmr.4c0007310.1021/accountsmr.4c00073
Yi-Chen Yin, Jin-Da Luo and Hong-Bin Yao*, 
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引用次数: 0
UCl3-Type Solid Electrolytes: Fast Ionic Conduction and Enhanced Electrode Compatibility UCl3 型固体电解质:快速离子传导和增强电极兼容性
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-31 DOI: 10.1021/accountsmr.4c00073
Yi-Chen Yin, Jin-Da Luo, Hong-Bin Yao
Figure 1. Origin of the superionic conduction of UCl<sub>3</sub>-type SEs with the non-close-packed framework. (a) Li<sup>+</sup> probability density, represented by green isosurfaces from AIMD simulations in the vacancy-contained LaCl<sub>3</sub> lattice. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (b) Schematic of diffusion channel. Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. (c) Diffusion channel size distribution of Li<sub>3</sub>YCl<sub>6</sub>, Li<sub>3</sub>InCl<sub>6</sub>, LiNbOCl<sub>4</sub>, and UCl<sub>3</sub>-type Li<sub>0.388</sub>Ta<sub>0.238</sub>La<sub>0.475</sub>Cl<sub>3</sub> (LTLC). Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. (d) Schematic illustration of the effects of inherent distortion on energy landscape. Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. Figure 2. Ionic conductivity values at room temperature of crystalline chloride SEs, including conventional close-packed Li<sub><i>x</i></sub>M<sub><i>y</i></sub>Cl<sub><i>n</i></sub> SEs and UCl<sub>3</sub>-type LaCl<sub>3</sub>-based SEs. (1−4,10−14,21) Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. Figure 3. UCl<sub>3</sub>-type SEs with a more stable interface toward lithium metal anode. (a) Depth-dependent La 3d<sub>5/2</sub> X-ray photoelectron spectroscopy (XPS) spectra of the interface of Li<sub>0.388</sub>Ta<sub>0.238</sub>La<sub>0.475</sub>Cl<sub>3</sub> SE after 50 h of cycling. Reproduced with permission from reference (21). Copyright 2023 by Springer Nature Limited. (b) Depth-dependent La 3d<sub>5/2</sub> XPS spectra of the interface of Li<sub>0.388</sub>Ta<sub>0.238</sub>La<sub>0.475</sub>Cl<sub>3</sub> SE after 50 h of cycling. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (c) Voltage profile of a Li/Li<sub>0.388</sub>Ta<sub>0.238</sub>La<sub>0.475</sub>Cl<sub>3</sub>/Li symmetric cell cycled under a current density of 0.2 mA cm<sup>–2</sup> and areal capacity of 1 mAh cm<sup>–2</sup> at 30 °C. Insets: corresponding magnified voltage profiles indicate steady Li plating/stripping voltages. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (d) La 3d<sub>5/2</sub> (left) and Zr 3d (right) XPS spectra of the Li|Li<sub>0.8</sub>Zr<sub>0.25</sub>La<sub>0.5</sub>Cl<sub>2.7</sub>O<sub>0.3</sub> interface after 500 h cycling, respectively. Reproduced with permission from reference (23). Copyright 2024 Royal Society of Chemistry. (e) Comparison of the critical current density (CCD) of Li metal symmetric cells with different solid electrolytes (Ga-LLZO (Li<sub>6.4</sub>Ga<sub>0.2</sub>La<sub>3</sub>Zr<sub>2</sub>O<sub>12</sub>);
图 1.具有非紧密堆积框架的 UCl3 型 SE 超离子传导的起源。(a) 在含有空位的 LaCl3 晶格中,用 AIMD 模拟得到的绿色等值面表示的 Li+ 概率密度。经授权转载自参考文献 (21)。作者版权所有 2023 年,Springer Nature Limited 独家授权。(b) 扩散通道示意图。经授权转载自参考文献 (24)。John Wiley and Sons 公司版权所有 2024。(c) Li3YCl6、Li3InCl6、LiNbOCl4 和 UCl3 型 Li0.388Ta0.238La0.475Cl3 (LTLC) 的扩散通道尺寸分布。经授权转载自参考文献 (24)。John Wiley and Sons 公司版权所有,2024 年。(d) 内在畸变对能量分布的影响示意图。经授权转载自参考文献 (24)。约翰-威利父子公司版权所有 2024 年。图 2.晶体氯化物 SE(包括传统的紧密堆积 LixMyCln SE 和基于 UCl3 型 LaCl3 的 SE)在室温下的离子电导率值。(1-4,10-14,21) 经授权转载自参考文献 (21)。作者版权所有 2023 年,Springer Nature Limited 独家授权。图 3.对锂金属阳极具有更稳定界面的 UCl3 型 SE。(a) 循环 50 小时后,Li0.388Ta0.238La0.475Cl3 SE 接口的深度依赖性 La 3d5/2 X 射线光电子能谱 (XPS) 光谱。经授权转载自参考文献 (21)。施普林格自然有限公司版权所有 2023 年。(b) 循环 50 小时后,Li0.388Ta0.238La0.475Cl3 SE 接口的深度依赖性 La 3d5/2 XPS 光谱。经授权转载自参考文献 (21)。作者版权所有 2023 年,Springer Nature Limited 独家授权。(c) 锂/锂 0.388Ta0.238La0.475Cl3/Li 对称电池在 0.2 mA cm-2 电流密度和 1 mAh cm-2 单位容量条件下于 30 °C 循环的电压曲线。插图:相应的放大电压曲线表示稳定的锂电镀/剥离电压。经授权转载自参考文献 (21)。作者版权所有 2023 年,Springer Nature Limited 独家授权。(d) 在循环 500 小时后,Li|Li0.8Zr0.25La0.5Cl2.7O0.3 接口的 La 3d5/2(左)和 Zr 3d(右)XPS 光谱。经参考文献 (23) 授权转载。版权归英国皇家化学学会所有,2024 年。(e) 采用不同固体电解质的锂金属对称电池临界电流密度 (CCD) 的比较:Ga-LLZO(Li6.4Ga0.2La3Zr2O12);LAGP(Li1.5Al0.5Ge1.5(PO4)3);Ta-LLZO(Li6.5La3Zr1.5Ta0.5O12);PEO:Mg(ClO)(PEO:Mg(ClO4)2);LiBFSIE-LLZO(LiBFSIE-Li7La3Zr2O12);PEO:LLZTO;O-LiPSBr(O-掺杂Li6PS4.7O0.3Br);LiPS-0.5LiI(Li3PS4-0.5LiI);棒状LiPSCl(Li6PS5Cl))。经授权转载自参考文献 (23)。版权 2024 年英国皇家化学学会。密度。UCl3 型 SE 的中心元素(镧系金属 La、Ce、Sm 等)和常用掺杂元素(Ta、Zr 等)都很重,通常导致 UCl3 型 SE 的密度超过 2.5 g cm-3,远高于硫化物的密度(通常低于 2 g cm-3)。为了确保整个固态电池中阴极和 SE 层的非活性材料重量比低,以获得更高的能量密度,(31) 低原子数的掺杂元素(如 Ca、Mg 和 Al 等)是首选。优化阳极稳定机制。虽然与传统的 LixMyCln 相比,基于 LaCl3 的 SE 显示出与锂金属负极更好的界面兼容性,但其稳定机制仍未完全确定。同时,1 mAh cm-2 左右的容量不足以满足实际应用的需求(通常超过 3 mAh cm-2)。我们需要更深入地了解界面演化,并辅以人工界面层来增强阳极界面的稳定性。大气耐受性。与传统的 LixMyCln 相似,由于容易与水反应或结合(32),UCl3 型 SE 的大气耐受性需要提高,以抑制合成、储存、成膜过程和 ASSLB 制造过程中的性能损失。Y.C.Y、J.D.L 和 H.B.Y讨论了该课题并提出了大纲。Y.C.Y 组织并撰写草稿。H.B.Y 修改了手稿。尹以琛现为中国科学技术大学博士后研究员。2017 年获中国矿业大学学士学位,2022 年获中国科学技术大学博士学位。他的研究方向是具有高离子电导率和良好电极界面稳定性的新型卤化物固体电解质。罗金达现为中国科学技术大学硕士研究生。他于 2021 年获得湘潭大学学士学位。他的研究重点是固体电解质晶格内离子传输的计算建模与模拟。姚宏斌于 2006 年获得中国科学技术大学学士学位。 之后,他在合肥物理科学国家实验室攻读微尺度博士学位,师从俞书宏教授。2011 年获得博士学位后,他进入斯坦福大学崔毅教授课题组做博士后。2015 年,他结束博士后工作,加入中国科学技术大学任教授。他的研究小组主要研究功能性金属卤化物晶体材料及相关器件应用。感谢国家自然科学基金(批准号:22475235、22325505、52073271、22305236)、中国科学技术大学双一流建设研究基金(YD2060002034)、中科院合肥科学中心协同创新计划(批准号:2022HSC-CIP018)和中国博士后科学基金(批准号:2023M733375和2023T160619)的资助。本文引用了其他 32 篇文章。本文尚未被其他出版物引用。
{"title":"UCl3-Type Solid Electrolytes: Fast Ionic Conduction and Enhanced Electrode Compatibility","authors":"Yi-Chen Yin, Jin-Da Luo, Hong-Bin Yao","doi":"10.1021/accountsmr.4c00073","DOIUrl":"https://doi.org/10.1021/accountsmr.4c00073","url":null,"abstract":"Figure 1. Origin of the superionic conduction of UCl&lt;sub&gt;3&lt;/sub&gt;-type SEs with the non-close-packed framework. (a) Li&lt;sup&gt;+&lt;/sup&gt; probability density, represented by green isosurfaces from AIMD simulations in the vacancy-contained LaCl&lt;sub&gt;3&lt;/sub&gt; lattice. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (b) Schematic of diffusion channel. Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. (c) Diffusion channel size distribution of Li&lt;sub&gt;3&lt;/sub&gt;YCl&lt;sub&gt;6&lt;/sub&gt;, Li&lt;sub&gt;3&lt;/sub&gt;InCl&lt;sub&gt;6&lt;/sub&gt;, LiNbOCl&lt;sub&gt;4&lt;/sub&gt;, and UCl&lt;sub&gt;3&lt;/sub&gt;-type Li&lt;sub&gt;0.388&lt;/sub&gt;Ta&lt;sub&gt;0.238&lt;/sub&gt;La&lt;sub&gt;0.475&lt;/sub&gt;Cl&lt;sub&gt;3&lt;/sub&gt; (LTLC). Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. (d) Schematic illustration of the effects of inherent distortion on energy landscape. Reproduced with permission from reference (24). Copyright 2024 John Wiley and Sons. Figure 2. Ionic conductivity values at room temperature of crystalline chloride SEs, including conventional close-packed Li&lt;sub&gt;&lt;i&gt;x&lt;/i&gt;&lt;/sub&gt;M&lt;sub&gt;&lt;i&gt;y&lt;/i&gt;&lt;/sub&gt;Cl&lt;sub&gt;&lt;i&gt;n&lt;/i&gt;&lt;/sub&gt; SEs and UCl&lt;sub&gt;3&lt;/sub&gt;-type LaCl&lt;sub&gt;3&lt;/sub&gt;-based SEs. (1−4,10−14,21) Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. Figure 3. UCl&lt;sub&gt;3&lt;/sub&gt;-type SEs with a more stable interface toward lithium metal anode. (a) Depth-dependent La 3d&lt;sub&gt;5/2&lt;/sub&gt; X-ray photoelectron spectroscopy (XPS) spectra of the interface of Li&lt;sub&gt;0.388&lt;/sub&gt;Ta&lt;sub&gt;0.238&lt;/sub&gt;La&lt;sub&gt;0.475&lt;/sub&gt;Cl&lt;sub&gt;3&lt;/sub&gt; SE after 50 h of cycling. Reproduced with permission from reference (21). Copyright 2023 by Springer Nature Limited. (b) Depth-dependent La 3d&lt;sub&gt;5/2&lt;/sub&gt; XPS spectra of the interface of Li&lt;sub&gt;0.388&lt;/sub&gt;Ta&lt;sub&gt;0.238&lt;/sub&gt;La&lt;sub&gt;0.475&lt;/sub&gt;Cl&lt;sub&gt;3&lt;/sub&gt; SE after 50 h of cycling. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (c) Voltage profile of a Li/Li&lt;sub&gt;0.388&lt;/sub&gt;Ta&lt;sub&gt;0.238&lt;/sub&gt;La&lt;sub&gt;0.475&lt;/sub&gt;Cl&lt;sub&gt;3&lt;/sub&gt;/Li symmetric cell cycled under a current density of 0.2 mA cm&lt;sup&gt;–2&lt;/sup&gt; and areal capacity of 1 mAh cm&lt;sup&gt;–2&lt;/sup&gt; at 30 °C. Insets: corresponding magnified voltage profiles indicate steady Li plating/stripping voltages. Reproduced with permission from reference (21). Copyright 2023 the author(s), under exclusive license to Springer Nature Limited. (d) La 3d&lt;sub&gt;5/2&lt;/sub&gt; (left) and Zr 3d (right) XPS spectra of the Li|Li&lt;sub&gt;0.8&lt;/sub&gt;Zr&lt;sub&gt;0.25&lt;/sub&gt;La&lt;sub&gt;0.5&lt;/sub&gt;Cl&lt;sub&gt;2.7&lt;/sub&gt;O&lt;sub&gt;0.3&lt;/sub&gt; interface after 500 h cycling, respectively. Reproduced with permission from reference (23). Copyright 2024 Royal Society of Chemistry. (e) Comparison of the critical current density (CCD) of Li metal symmetric cells with different solid electrolytes (Ga-LLZO (Li&lt;sub&gt;6.4&lt;/sub&gt;Ga&lt;sub&gt;0.2&lt;/sub&gt;La&lt;sub&gt;3&lt;/sub&gt;Zr&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;12&lt;/sub&gt;); ","PeriodicalId":72040,"journal":{"name":"Accounts of materials research","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142556497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Methodologies to Improve the Stability of High-Efficiency Perovskite Solar Cells 提高高效 Perovskite 太阳能电池稳定性的方法
Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-10-30 DOI: 10.1021/accountsmr.4c00237
Sanjay Sandhu, Nam-Gyu Park
Organic–inorganic lead halide perovskite solar cells (PSCs) have attracted significant interest from the photovoltaic (PV) community due to suitable optoelectronic properties, low manufacturing cost, and tremendous PV performance with a certified power conversion efficiency (PCE) of up to 26.5%. However, long-term operational stability should be guaranteed for future commercialization. Over the past decade, intensive research has focused on improving the PV performance and device stability through the development of novel charge transport materials, additive engineering, compositional engineering, interfacial modifications, and the synthesis of perovskite single crystals. In this Account, we provide a comprehensive overview of recent progress and research directions in the fabrication of highly efficient and stable PSCs, including key outcomes from our group. We begin by highlighting the critical challenges and their causes that are detrimental to the development of stable PSCs. We then discuss the fundamentals of halide perovskites including their optical and structural properties. This is followed by a description of the fabrication methods for perovskite crystals, films, and various device architectures. Next, we introduced target-oriented key strategies such as developing high-quality single crystals for redissolution as a perovskite precursor to fabricate phase-stable and reproducible PSCs, along with reduced material costs, employing multifunctional additives to get uniform, robust, and stable perovskite films, and interfacial engineering techniques for effective surface and buried interface defect passivation to improve charge transport and long-term stability. Finally, we conclude with a critical assessment and perspective on the future development of PSCs. This Account will provide valuable insights into the current state-of-the-art PSCs and promising strategies tailored to specific roles that can be combined to manipulate the perovskite structure for novel outcomes and further advancements.
有机-无机卤化铅包晶太阳能电池(PSCs)具有合适的光电特性、较低的制造成本,以及经认证的高达 26.5% 的功率转换效率(PCE)等巨大的光伏性能,因此引起了光伏界的极大兴趣。然而,要实现未来的商业化,必须保证长期运行的稳定性。在过去的十年中,通过开发新型电荷传输材料、添加剂工程、成分工程、界面改性和合成过氧化物单晶等方法,人们集中精力开展了提高光伏性能和设备稳定性的研究。在本报告中,我们将全面概述在制造高效稳定的 PSCs 方面的最新进展和研究方向,包括我们研究小组的主要成果。我们首先强调了不利于开发稳定的 PSCs 的关键挑战及其原因。然后,我们讨论了卤化物包晶的基本原理,包括其光学和结构特性。随后介绍了包晶石晶体、薄膜和各种器件架构的制造方法。接下来,我们介绍了以目标为导向的关键策略,如开发用于再溶解的高质量单晶作为包晶前驱体,以制造相位稳定和可重现的 PSC,同时降低材料成本;采用多功能添加剂以获得均匀、坚固和稳定的包晶薄膜;采用界面工程技术进行有效的表面和埋藏界面缺陷钝化,以改善电荷传输和长期稳定性。最后,我们将对 PSCs 的未来发展进行批判性评估和展望。本讲座将为您提供有关当前最先进的 PSCs 的宝贵见解,以及针对特定作用量身定制的有前途的策略,这些策略可以结合起来操纵过氧化物结构,以取得新的成果和进一步的进步。
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引用次数: 0
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Accounts of materials research
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