首页 > 最新文献

Journal of Physics: Materials最新文献

英文 中文
Seeking borophene on Ni3Al(111): an experimental characterization of boron segregation and oxidation 在 Ni3Al(111)上寻找硼吩:硼偏析和氧化的实验表征
Pub Date : 2024-02-08 DOI: 10.1088/2515-7639/ad278c
Yan Yan Grisan Qiu, P. Biasin, Paola Mantegazza, Stefania Baronio, Martin Heinrich, M. Muntwiler, E. Vesselli
Synthesis of a stable, well ordered honeycomb borophene phase has been achieved to date by exploiting Al(111) as a growth substrate, which provides the necessary charge doping to compensate the high hexagonal-holes density. However, B/Al(111) is governed by a strong B-Al interaction so to yield the actual formation of an AlB2 honeycomb borophene phase. Dilution of aluminum by alloying could then in principle weaken the boron-support bonding. By means of a combined spectroscopy and microscopy experimental approach, we find instead that the growth of boron layers on the Ni3Al(111) alloy termination is driven by B dissolution into the bulk and surface segregation mechanisms. While no long-range ordered boron-induced phase is observed, locally ordered superstructural units with triangular appearance are stabilized by substrate pinning, following the chemical p(2  2) surface order. Oxidation involves both boron and aluminum, inducing surface segregation of B, while nickel remains in its metallic form.
迄今为止,利用铝(111)作为生长基底,已经合成了稳定、有序的蜂窝状硼吩相,铝(111)提供了必要的电荷掺杂以补偿高六方孔密度。然而,B/Al(111)受强烈的 B-Al 相互作用的支配,因此实际形成的是 AlB2 蜂窝硼吩相。通过合金化稀释铝,原则上可以削弱硼支撑键。通过光谱和显微镜相结合的实验方法,我们发现硼层在 Ni3Al(111)合金终止层上的生长是由硼溶解到块体和表面偏析机制所驱动的。虽然没有观察到长程有序的硼诱导相,但具有三角形外观的局部有序超结构单元通过基底针销稳定,遵循化学 p(2  2) 表面有序。氧化涉及硼和铝,导致硼的表面偏析,而镍则保持其金属形态。
{"title":"Seeking borophene on Ni3Al(111): an experimental characterization of boron segregation and oxidation","authors":"Yan Yan Grisan Qiu, P. Biasin, Paola Mantegazza, Stefania Baronio, Martin Heinrich, M. Muntwiler, E. Vesselli","doi":"10.1088/2515-7639/ad278c","DOIUrl":"https://doi.org/10.1088/2515-7639/ad278c","url":null,"abstract":"\u0000 Synthesis of a stable, well ordered honeycomb borophene phase has been achieved to date by exploiting Al(111) as a growth substrate, which provides the necessary charge doping to compensate the high hexagonal-holes density. However, B/Al(111) is governed by a strong B-Al interaction so to yield the actual formation of an AlB2 honeycomb borophene phase. Dilution of aluminum by alloying could then in principle weaken the boron-support bonding. By means of a combined spectroscopy and microscopy experimental approach, we find instead that the growth of boron layers on the Ni3Al(111) alloy termination is driven by B dissolution into the bulk and surface segregation mechanisms. While no long-range ordered boron-induced phase is observed, locally ordered superstructural units with triangular appearance are stabilized by substrate pinning, following the chemical p(2  2) surface order. Oxidation involves both boron and aluminum, inducing surface segregation of B, while nickel remains in its metallic form.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"24 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139851480","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
Seeking borophene on Ni3Al(111): an experimental characterization of boron segregation and oxidation 在 Ni3Al(111)上寻找硼吩:硼偏析和氧化的实验表征
Pub Date : 2024-02-08 DOI: 10.1088/2515-7639/ad278c
Yan Yan Grisan Qiu, P. Biasin, Paola Mantegazza, Stefania Baronio, Martin Heinrich, M. Muntwiler, E. Vesselli
Synthesis of a stable, well ordered honeycomb borophene phase has been achieved to date by exploiting Al(111) as a growth substrate, which provides the necessary charge doping to compensate the high hexagonal-holes density. However, B/Al(111) is governed by a strong B-Al interaction so to yield the actual formation of an AlB2 honeycomb borophene phase. Dilution of aluminum by alloying could then in principle weaken the boron-support bonding. By means of a combined spectroscopy and microscopy experimental approach, we find instead that the growth of boron layers on the Ni3Al(111) alloy termination is driven by B dissolution into the bulk and surface segregation mechanisms. While no long-range ordered boron-induced phase is observed, locally ordered superstructural units with triangular appearance are stabilized by substrate pinning, following the chemical p(2  2) surface order. Oxidation involves both boron and aluminum, inducing surface segregation of B, while nickel remains in its metallic form.
迄今为止,利用铝(111)作为生长基底,已经合成了稳定、有序的蜂窝状硼吩相,铝(111)提供了必要的电荷掺杂以补偿高六方孔密度。然而,B/Al(111)受强烈的 B-Al 相互作用的支配,因此实际形成的是 AlB2 蜂窝硼吩相。通过合金化稀释铝,原则上可以削弱硼支撑键。通过光谱和显微镜相结合的实验方法,我们发现硼层在 Ni3Al(111)合金终止层上的生长是由硼溶解到块体和表面偏析机制所驱动的。虽然没有观察到长程有序的硼诱导相,但具有三角形外观的局部有序超结构单元通过基底针销稳定,遵循化学 p(2  2) 表面有序。氧化涉及硼和铝,导致硼的表面偏析,而镍则保持其金属形态。
{"title":"Seeking borophene on Ni3Al(111): an experimental characterization of boron segregation and oxidation","authors":"Yan Yan Grisan Qiu, P. Biasin, Paola Mantegazza, Stefania Baronio, Martin Heinrich, M. Muntwiler, E. Vesselli","doi":"10.1088/2515-7639/ad278c","DOIUrl":"https://doi.org/10.1088/2515-7639/ad278c","url":null,"abstract":"\u0000 Synthesis of a stable, well ordered honeycomb borophene phase has been achieved to date by exploiting Al(111) as a growth substrate, which provides the necessary charge doping to compensate the high hexagonal-holes density. However, B/Al(111) is governed by a strong B-Al interaction so to yield the actual formation of an AlB2 honeycomb borophene phase. Dilution of aluminum by alloying could then in principle weaken the boron-support bonding. By means of a combined spectroscopy and microscopy experimental approach, we find instead that the growth of boron layers on the Ni3Al(111) alloy termination is driven by B dissolution into the bulk and surface segregation mechanisms. While no long-range ordered boron-induced phase is observed, locally ordered superstructural units with triangular appearance are stabilized by substrate pinning, following the chemical p(2  2) surface order. Oxidation involves both boron and aluminum, inducing surface segregation of B, while nickel remains in its metallic form.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":" 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139791427","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
Ion Correlations in Quaternary Ionic Liquids Electrolytes 四价离子液体电解质中的离子相关性
Pub Date : 2024-02-06 DOI: 10.1088/2515-7639/ad26b2
Jiahuan Tong, Xiaodong Liang, Nicolas von Solms, Feng Huo, Bilin Zhuang
Lithium-ion batteries are currently the most popular and widely used energy storage devices, almost omnipresent within modern society in portable devices, electrical vehicles, energy storage stations, and so on. The demand for more efficient, more durable, and more sustainable batteries is rapidly growing. The electrolyte is a key element to improve the performance of lithium-ion batteries. In this work, we focus on quaternary ionic liquid electrolyte (ILE), which uses a four-component ionic liquid as the solvent. Quaternary ILE has found wide applications in energy storage systems, but the ion transport in the electrolyte has not been fully characterized to provide the best strategy for performance optimisation. In this work, we systematically analyse the ion transport in the quaternary ILE and uncover how the correlations between various ions affect the conductivity of the electrolyte. We have found that lithium ions are transported in charge clusters, leading to a negative effective transference number of lithium ions. Furthermore, we identify the stable cluster conformations in ILE by cluster analysis and quantum chemical computing. This work highlights the necessity of considering ion correlations in multi-component electrolyte systems.
锂离子电池是目前最流行、应用最广泛的储能设备,在现代社会的便携式设备、电动汽车、储能站等领域几乎无处不在。对更高效、更耐用、更可持续的电池的需求正在迅速增长。电解质是提高锂离子电池性能的关键因素。在这项工作中,我们重点研究四元离子液体电解质(ILE),它使用四组份离子液体作为溶剂。季态离子液体电解质已在储能系统中得到广泛应用,但电解质中的离子传输尚未得到充分表征,因此无法为性能优化提供最佳策略。在这项工作中,我们系统地分析了季ILE中的离子传输,并揭示了各种离子之间的相关性如何影响电解质的导电性。我们发现,锂离子是以电荷簇的形式传输的,这导致锂离子的有效传输数为负。此外,我们还通过聚类分析和量子化学计算确定了 ILE 中稳定的簇构象。这项工作强调了在多组分电解质系统中考虑离子相关性的必要性。
{"title":"Ion Correlations in Quaternary Ionic Liquids Electrolytes","authors":"Jiahuan Tong, Xiaodong Liang, Nicolas von Solms, Feng Huo, Bilin Zhuang","doi":"10.1088/2515-7639/ad26b2","DOIUrl":"https://doi.org/10.1088/2515-7639/ad26b2","url":null,"abstract":"\u0000 Lithium-ion batteries are currently the most popular and widely used energy storage devices, almost omnipresent within modern society in portable devices, electrical vehicles, energy storage stations, and so on. The demand for more efficient, more durable, and more sustainable batteries is rapidly growing. The electrolyte is a key element to improve the performance of lithium-ion batteries. In this work, we focus on quaternary ionic liquid electrolyte (ILE), which uses a four-component ionic liquid as the solvent. Quaternary ILE has found wide applications in energy storage systems, but the ion transport in the electrolyte has not been fully characterized to provide the best strategy for performance optimisation. In this work, we systematically analyse the ion transport in the quaternary ILE and uncover how the correlations between various ions affect the conductivity of the electrolyte. We have found that lithium ions are transported in charge clusters, leading to a negative effective transference number of lithium ions. Furthermore, we identify the stable cluster conformations in ILE by cluster analysis and quantum chemical computing. This work highlights the necessity of considering ion correlations in multi-component electrolyte systems.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139861671","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
Ion Correlations in Quaternary Ionic Liquids Electrolytes 四价离子液体电解质中的离子相关性
Pub Date : 2024-02-06 DOI: 10.1088/2515-7639/ad26b2
Jiahuan Tong, Xiaodong Liang, Nicolas von Solms, Feng Huo, Bilin Zhuang
Lithium-ion batteries are currently the most popular and widely used energy storage devices, almost omnipresent within modern society in portable devices, electrical vehicles, energy storage stations, and so on. The demand for more efficient, more durable, and more sustainable batteries is rapidly growing. The electrolyte is a key element to improve the performance of lithium-ion batteries. In this work, we focus on quaternary ionic liquid electrolyte (ILE), which uses a four-component ionic liquid as the solvent. Quaternary ILE has found wide applications in energy storage systems, but the ion transport in the electrolyte has not been fully characterized to provide the best strategy for performance optimisation. In this work, we systematically analyse the ion transport in the quaternary ILE and uncover how the correlations between various ions affect the conductivity of the electrolyte. We have found that lithium ions are transported in charge clusters, leading to a negative effective transference number of lithium ions. Furthermore, we identify the stable cluster conformations in ILE by cluster analysis and quantum chemical computing. This work highlights the necessity of considering ion correlations in multi-component electrolyte systems.
锂离子电池是目前最流行、应用最广泛的储能设备,在现代社会的便携式设备、电动汽车、储能站等领域几乎无处不在。对更高效、更耐用、更可持续的电池的需求正在迅速增长。电解质是提高锂离子电池性能的关键因素。在这项工作中,我们重点研究四元离子液体电解质(ILE),它使用四组份离子液体作为溶剂。季态离子液体电解质已在储能系统中得到广泛应用,但电解质中的离子传输尚未得到充分表征,因此无法为性能优化提供最佳策略。在这项工作中,我们系统地分析了季ILE中的离子传输,并揭示了各种离子之间的相关性如何影响电解质的导电性。我们发现,锂离子是以电荷簇的形式传输的,这导致锂离子的有效传输数为负。此外,我们还通过聚类分析和量子化学计算确定了 ILE 中稳定的簇构象。这项工作强调了在多组分电解质系统中考虑离子相关性的必要性。
{"title":"Ion Correlations in Quaternary Ionic Liquids Electrolytes","authors":"Jiahuan Tong, Xiaodong Liang, Nicolas von Solms, Feng Huo, Bilin Zhuang","doi":"10.1088/2515-7639/ad26b2","DOIUrl":"https://doi.org/10.1088/2515-7639/ad26b2","url":null,"abstract":"\u0000 Lithium-ion batteries are currently the most popular and widely used energy storage devices, almost omnipresent within modern society in portable devices, electrical vehicles, energy storage stations, and so on. The demand for more efficient, more durable, and more sustainable batteries is rapidly growing. The electrolyte is a key element to improve the performance of lithium-ion batteries. In this work, we focus on quaternary ionic liquid electrolyte (ILE), which uses a four-component ionic liquid as the solvent. Quaternary ILE has found wide applications in energy storage systems, but the ion transport in the electrolyte has not been fully characterized to provide the best strategy for performance optimisation. In this work, we systematically analyse the ion transport in the quaternary ILE and uncover how the correlations between various ions affect the conductivity of the electrolyte. We have found that lithium ions are transported in charge clusters, leading to a negative effective transference number of lithium ions. Furthermore, we identify the stable cluster conformations in ILE by cluster analysis and quantum chemical computing. This work highlights the necessity of considering ion correlations in multi-component electrolyte systems.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"29 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139801728","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
Controlling magnon-photon coupling in a planar geometry 控制平面几何中的磁子光子耦合
Pub Date : 2024-02-05 DOI: 10.1088/2515-7639/ad2984
Dinesh Wagle, Anish Rai, M. T. Kaffash, M. Jungfleisch
The tunability of magnons enables their interaction with various other quantum excitations, including photons, paving the route for novel hybrid quantum systems. Here, we study magnon-photon coupling using a high-quality factor split-ring resonator and single-crystal yttrium iron garnet (YIG) spheres at room temperature. We investigate the dependence of the coupling strength on the size of the sphere and find that the coupling is stronger for spheres with a larger diameter as predicted by theory. Furthermore, we demonstrate strong magnon-photon coupling by varying the position of the YIG sphere within the resonator. Our experimental results reveal a theoretically-expected correlation between the coupling strength and the rf magnetic field. These findings demonstrate the control of coherent magnon-photon coupling through the theoretically predicted square-root dependence on the spin density in the ferromagnetic medium and the magnetic dipolar interaction in a planar resonator.
磁子的可调谐性使其能够与包括光子在内的各种其他量子激发相互作用,为新型混合量子系统铺平了道路。在这里,我们使用高质量因子分环谐振器和单晶钇铁石榴石(YIG)球研究了室温下的磁子-光子耦合。我们研究了耦合强度与球体大小的关系,发现正如理论预测的那样,直径越大的球体耦合越强。此外,通过改变 YIG 球在谐振器中的位置,我们证明了磁子-光子的强耦合。我们的实验结果表明,耦合强度与射频磁场之间存在理论预期的相关性。这些发现证明了相干磁子-光子耦合的控制是通过理论上预测的铁磁介质中自旋密度的平方根依赖性和平面谐振器中的磁偶极相互作用来实现的。
{"title":"Controlling magnon-photon coupling in a planar geometry","authors":"Dinesh Wagle, Anish Rai, M. T. Kaffash, M. Jungfleisch","doi":"10.1088/2515-7639/ad2984","DOIUrl":"https://doi.org/10.1088/2515-7639/ad2984","url":null,"abstract":"\u0000 The tunability of magnons enables their interaction with various other quantum excitations, including photons, paving the route for novel hybrid quantum systems. Here, we study magnon-photon coupling using a high-quality factor split-ring resonator and single-crystal yttrium iron garnet (YIG) spheres at room temperature. We investigate the dependence of the coupling strength on the size of the sphere and find that the coupling is stronger for spheres with a larger diameter as predicted by theory. Furthermore, we demonstrate strong magnon-photon coupling by varying the position of the YIG sphere within the resonator. Our experimental results reveal a theoretically-expected correlation between the coupling strength and the rf magnetic field. These findings demonstrate the control of coherent magnon-photon coupling through the theoretically predicted square-root dependence on the spin density in the ferromagnetic medium and the magnetic dipolar interaction in a planar resonator.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"11 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139865356","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
Controlling magnon-photon coupling in a planar geometry 控制平面几何中的磁子光子耦合
Pub Date : 2024-02-05 DOI: 10.1088/2515-7639/ad2984
Dinesh Wagle, Anish Rai, M. T. Kaffash, M. Jungfleisch
The tunability of magnons enables their interaction with various other quantum excitations, including photons, paving the route for novel hybrid quantum systems. Here, we study magnon-photon coupling using a high-quality factor split-ring resonator and single-crystal yttrium iron garnet (YIG) spheres at room temperature. We investigate the dependence of the coupling strength on the size of the sphere and find that the coupling is stronger for spheres with a larger diameter as predicted by theory. Furthermore, we demonstrate strong magnon-photon coupling by varying the position of the YIG sphere within the resonator. Our experimental results reveal a theoretically-expected correlation between the coupling strength and the rf magnetic field. These findings demonstrate the control of coherent magnon-photon coupling through the theoretically predicted square-root dependence on the spin density in the ferromagnetic medium and the magnetic dipolar interaction in a planar resonator.
磁子的可调谐性使其能够与包括光子在内的各种其他量子激发相互作用,为新型混合量子系统铺平了道路。在这里,我们使用高质量因子分环谐振器和单晶钇铁石榴石(YIG)球研究了室温下的磁子-光子耦合。我们研究了耦合强度与球体大小的关系,发现正如理论预测的那样,直径越大的球体耦合越强。此外,通过改变 YIG 球在谐振器中的位置,我们证明了磁子-光子的强耦合。我们的实验结果表明,耦合强度与射频磁场之间存在理论预期的相关性。这些发现证明了相干磁子-光子耦合的控制是通过理论上预测的铁磁介质中自旋密度的平方根依赖性和平面谐振器中的磁偶极相互作用来实现的。
{"title":"Controlling magnon-photon coupling in a planar geometry","authors":"Dinesh Wagle, Anish Rai, M. T. Kaffash, M. Jungfleisch","doi":"10.1088/2515-7639/ad2984","DOIUrl":"https://doi.org/10.1088/2515-7639/ad2984","url":null,"abstract":"\u0000 The tunability of magnons enables their interaction with various other quantum excitations, including photons, paving the route for novel hybrid quantum systems. Here, we study magnon-photon coupling using a high-quality factor split-ring resonator and single-crystal yttrium iron garnet (YIG) spheres at room temperature. We investigate the dependence of the coupling strength on the size of the sphere and find that the coupling is stronger for spheres with a larger diameter as predicted by theory. Furthermore, we demonstrate strong magnon-photon coupling by varying the position of the YIG sphere within the resonator. Our experimental results reveal a theoretically-expected correlation between the coupling strength and the rf magnetic field. These findings demonstrate the control of coherent magnon-photon coupling through the theoretically predicted square-root dependence on the spin density in the ferromagnetic medium and the magnetic dipolar interaction in a planar resonator.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"14 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139805750","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
Advancing Electron Microscopy using Deep Learning 利用深度学习推动电子显微镜技术的发展
Pub Date : 2024-01-25 DOI: 10.1088/2515-7639/ad229b
Kunpeng Chen, A. S. Barnard
Electron microscopy, a sub-field of microanalysis, is a victim of its own success. The widespread use of electron microscopy for imaging molecules and materials has had an enormous impact on our understanding of countless systems and has accelerated impacts in drug discovery and materials design, for electronic, energy, environment and health applications. With this success a bottleneck has emerged, as the rate at which we can collect data has significantly exceeded the rate at which we can analyse it. Fortunately, this has coincided with the rise of advanced computational methods, including data science and machine learning. Deep learning, a sub-field of machine learning capable of learning from large quantities of data such as images, is ideally suited to overcome some of the challenges of electron microscopy at scale. There are a variety of different deep learning approaches relevant to the field, with unique advantages and disadvantages. In this review, we describe some well-established methods, with some recent examples, and introduce some new methods currently emerging in computer science. Our summary of deep learning is designed to guide electron microscopists to choose the right deep learning algorithm for their research and prepare for their digital future.
电子显微镜作为显微分析的一个分支领域,是其自身成功的受害者。电子显微镜在分子和材料成像方面的广泛应用,对我们了解无数系统产生了巨大影响,并加速了电子、能源、环境和健康应用领域的药物发现和材料设计。随着这一成就的取得,一个瓶颈出现了,因为我们收集数据的速度大大超过了分析数据的速度。幸运的是,这与包括数据科学和机器学习在内的先进计算方法的兴起不谋而合。深度学习是机器学习的一个分支领域,能够从大量数据(如图像)中学习,非常适合克服电子显微镜大规模应用所面临的一些挑战。与该领域相关的深度学习方法多种多样,各有优缺点。在这篇综述中,我们将介绍一些成熟的方法和最近的一些实例,并介绍计算机科学领域目前出现的一些新方法。我们对深度学习的总结旨在指导电子显微镜专家选择适合其研究的深度学习算法,并为其数字化未来做好准备。
{"title":"Advancing Electron Microscopy using Deep Learning","authors":"Kunpeng Chen, A. S. Barnard","doi":"10.1088/2515-7639/ad229b","DOIUrl":"https://doi.org/10.1088/2515-7639/ad229b","url":null,"abstract":"\u0000 Electron microscopy, a sub-field of microanalysis, is a victim of its own success. The widespread use of electron microscopy for imaging molecules and materials has had an enormous impact on our understanding of countless systems and has accelerated impacts in drug discovery and materials design, for electronic, energy, environment and health applications. With this success a bottleneck has emerged, as the rate at which we can collect data has significantly exceeded the rate at which we can analyse it. Fortunately, this has coincided with the rise of advanced computational methods, including data science and machine learning. Deep learning, a sub-field of machine learning capable of learning from large quantities of data such as images, is ideally suited to overcome some of the challenges of electron microscopy at scale. There are a variety of different deep learning approaches relevant to the field, with unique advantages and disadvantages. In this review, we describe some well-established methods, with some recent examples, and introduce some new methods currently emerging in computer science. Our summary of deep learning is designed to guide electron microscopists to choose the right deep learning algorithm for their research and prepare for their digital future.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"25 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139596153","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
From Wide to Ultrawide-Bandgap Semiconductors for High Power and High Frequency Electronic Devices 从用于大功率和高频率电子设备的宽带隙半导体到超宽带隙半导体
Pub Date : 2024-01-23 DOI: 10.1088/2515-7639/ad218b
Kelly Woo, Zhengliang Bian, Maliha Noshin, Rafael Perez Martinez, M. Malakoutian, B. Shankar, Srabanti Chowdhury
Wide and ultrawide-bandgap (U/WBG) materials have garnered significant attention within the semiconductor device community due to their potential to enhance device performance through their substantial bandgap properties. These exceptional material characteristics can enable more robust and efficient devices, particularly in scenarios involving high power, high frequency, and extreme environmental conditions. Despite the promising outlook, the physics of UWBG materials remains inadequately understood, leading to a notable gap between theoretical predictions and experimental device behavior. To address this knowledge gap and pinpoint areas where further research can have the most significant impact, this review provides an overview of the progress and limitations in U/WBG materials. The review commences by discussing Gallium Nitride, a more mature WBG material that serves as a foundation for establishing fundamental concepts and addressing associated challenges. Subsequently, the focus shifts to the examination of various UWBG materials, including AlGaN/AlN, Diamond, and Ga2O3. For each of these materials, the review delves into their unique properties, growth methods, and current state-of-the-art devices, with a primary emphasis on their applications in power and radio-frequency electronics.
宽带隙和超宽带隙(U/WBG)材料因其巨大的带隙特性而具有提高器件性能的潜力,因而备受半导体器件界的关注。这些特殊的材料特性可以使器件更加坚固耐用、效率更高,尤其是在涉及高功率、高频率和极端环境条件的情况下。尽管前景看好,但人们对 UWBG 材料的物理特性仍然了解不足,导致理论预测与实验器件行为之间存在明显差距。为了弥补这一知识差距,并指出进一步研究可产生最重要影响的领域,本综述概述了 U/WBG 材料方面的进展和局限。综述首先讨论了氮化镓,这是一种较为成熟的 WBG 材料,是建立基本概念和应对相关挑战的基础。随后,重点转向研究各种 UWBG 材料,包括 AlGaN/AlN、金刚石和 Ga2O3。对于每种材料,综述都深入探讨了它们的独特性质、生长方法和当前最先进的器件,并重点介绍了它们在功率和射频电子器件中的应用。
{"title":"From Wide to Ultrawide-Bandgap Semiconductors for High Power and High Frequency Electronic Devices","authors":"Kelly Woo, Zhengliang Bian, Maliha Noshin, Rafael Perez Martinez, M. Malakoutian, B. Shankar, Srabanti Chowdhury","doi":"10.1088/2515-7639/ad218b","DOIUrl":"https://doi.org/10.1088/2515-7639/ad218b","url":null,"abstract":"\u0000 Wide and ultrawide-bandgap (U/WBG) materials have garnered significant attention within the semiconductor device community due to their potential to enhance device performance through their substantial bandgap properties. These exceptional material characteristics can enable more robust and efficient devices, particularly in scenarios involving high power, high frequency, and extreme environmental conditions. Despite the promising outlook, the physics of UWBG materials remains inadequately understood, leading to a notable gap between theoretical predictions and experimental device behavior. To address this knowledge gap and pinpoint areas where further research can have the most significant impact, this review provides an overview of the progress and limitations in U/WBG materials. The review commences by discussing Gallium Nitride, a more mature WBG material that serves as a foundation for establishing fundamental concepts and addressing associated challenges. Subsequently, the focus shifts to the examination of various UWBG materials, including AlGaN/AlN, Diamond, and Ga2O3. For each of these materials, the review delves into their unique properties, growth methods, and current state-of-the-art devices, with a primary emphasis on their applications in power and radio-frequency electronics.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"140 47","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139604685","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
Cathodes pinpoints for the next generation of energy storage devices: the LiFePO4 case study 下一代储能设备的阴极:磷酸铁锂案例研究
Pub Date : 2024-01-23 DOI: 10.1088/2515-7639/ad218c
B. A. Maia, Beatriz Moura Gomes, A. N. Guerreiro, Raquel Miriam Santos, Maria Helena Braga
There are still essential aspects regarding cathodes requiring a comprehensive understanding. These include identifying the underlying phenomena that prevent reaching the theoretical capacity, explaining irreversible losses, and determining the cut-off potentials at which batteries should be cycled. We address these inquiries by investigating the cell’s capacity, and phase dynamics by looking into the transport properties of electrons. This approach underlines the crucial role of electrons in influencing battery performance, similar to their significance in other materials and devices such as transistors, thermoelectrics, or superconductors. We use LFP as a case study to demonstrate that understanding the electrochemical cycling behavior of a battery cell, particularly a Li//LFP configuration, hinges on factors like the total local potentials used to calculate chemical potentials, electronic density of states (DOS), and charge carrier densities. Our findings reveal that the stable plateau potential difference is 3.42 V, with maximum charge and minimum discharge potentials at 4.12 V and 2.80 V, respectively. The study illustrates the dynamic formation of metastable phases at a plateau voltage exceeding 3.52 V. Moreover, we establish that determining the working chemical potentials of elements like Li and Al can be achieved through a combination of their work function and DOS analysis. Additionally, we shed light on the role of carbon black beyond its conductivity enhancement. Through Density Functional Theory (DFT) calculations and experimental methods involving Scanning Kelvin Probe (SKP) and electrochemical analysis, we comprehensively examine various materials, including Li, C, Al, Cu, LFP, FePO4, Li0.25FePO4, polyvinylidene fluoride (PVDF), and Li6PS5Cl (LPSCl). The insights derived from this study, which solely rely on electrical properties, have broad applicability to all cathodes and batteries. They provide valuable information for efficiently selecting optimal formulations and conditions for cycling batteries.
关于阴极,仍有一些重要方面需要全面了解。这些方面包括确定阻碍达到理论容量的基本现象、解释不可逆损耗以及确定电池循环的截止电位。我们通过研究电池的容量和电子的传输特性来解决这些问题。这种方法强调了电子在影响电池性能方面的关键作用,这与电子在晶体管、热电或超导体等其他材料和设备中的重要性类似。我们以锂离子电池为案例,说明理解电池的电化学循环行为,尤其是锂//锂离子电池配置,取决于用于计算化学势的总局部电势、电子状态密度(DOS)和电荷载流子密度等因素。我们的研究结果表明,稳定的高原电位差为 3.42 V,最大充电电位和最小放电电位分别为 4.12 V 和 2.80 V。此外,我们还发现,通过结合功函数和 DOS 分析,可以确定锂和铝等元素的工作化学势。此外,我们还揭示了炭黑在增强导电性之外的作用。通过密度泛函理论(DFT)计算以及涉及扫描开尔文探针(SKP)和电化学分析的实验方法,我们全面研究了各种材料,包括锂、C、Al、Cu、LFP、FePO4、Li0.25FePO4、聚偏二氟乙烯(PVDF)和 Li6PS5Cl(LPSCl)。本研究仅从电学特性出发,得出的见解对所有阴极和电池都具有广泛的适用性。它们为有效选择电池循环的最佳配方和条件提供了宝贵的信息。
{"title":"Cathodes pinpoints for the next generation of energy storage devices: the LiFePO4 case study","authors":"B. A. Maia, Beatriz Moura Gomes, A. N. Guerreiro, Raquel Miriam Santos, Maria Helena Braga","doi":"10.1088/2515-7639/ad218c","DOIUrl":"https://doi.org/10.1088/2515-7639/ad218c","url":null,"abstract":"\u0000 There are still essential aspects regarding cathodes requiring a comprehensive understanding. These include identifying the underlying phenomena that prevent reaching the theoretical capacity, explaining irreversible losses, and determining the cut-off potentials at which batteries should be cycled. We address these inquiries by investigating the cell’s capacity, and phase dynamics by looking into the transport properties of electrons. This approach underlines the crucial role of electrons in influencing battery performance, similar to their significance in other materials and devices such as transistors, thermoelectrics, or superconductors. We use LFP as a case study to demonstrate that understanding the electrochemical cycling behavior of a battery cell, particularly a Li//LFP configuration, hinges on factors like the total local potentials used to calculate chemical potentials, electronic density of states (DOS), and charge carrier densities. Our findings reveal that the stable plateau potential difference is 3.42 V, with maximum charge and minimum discharge potentials at 4.12 V and 2.80 V, respectively. The study illustrates the dynamic formation of metastable phases at a plateau voltage exceeding 3.52 V. Moreover, we establish that determining the working chemical potentials of elements like Li and Al can be achieved through a combination of their work function and DOS analysis. Additionally, we shed light on the role of carbon black beyond its conductivity enhancement. Through Density Functional Theory (DFT) calculations and experimental methods involving Scanning Kelvin Probe (SKP) and electrochemical analysis, we comprehensively examine various materials, including Li, C, Al, Cu, LFP, FePO4, Li0.25FePO4, polyvinylidene fluoride (PVDF), and Li6PS5Cl (LPSCl). The insights derived from this study, which solely rely on electrical properties, have broad applicability to all cathodes and batteries. They provide valuable information for efficiently selecting optimal formulations and conditions for cycling batteries.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"139 36","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139604717","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
Fourier transformation based analysis routine for intermixed longitudinal and transversal hysteretic data for the example of a magnetic topological insulator 以磁性拓扑绝缘体为例,基于傅里叶变换的纵向和横向混合滞后数据分析程序
Pub Date : 2024-01-23 DOI: 10.1088/2515-7639/ad1d8a
Erik Zimmermann, Michael Schleenvoigt, Alina Rupp, Gerrit Behner, Jan Karthein, Justus Teller, Peter Schüffelgen, Hans Lüth, Detlev Grützmacher, Thomas Schäpers
We present a symmetrization routine that optimizes and eases the analysis of imperfect, experimental data featuring the anomalous Hall hysteresis. This technique can be transferred to any hysteresis with (point-)symmetric behavior. The implementation of the method is demonstrated exemplarily using intermixed longitudinal and transversal data obtained from a chromium-doped ternary topological insulator revealing a clear hysteresis. Furthermore, by introducing a mathematical description of the anomalous Hall hysteresis based on the error function precise values of the height and coercive field are determined.
我们介绍了一种对称性例程,它可以优化和简化以反常霍尔滞后为特征的不完美实验数据的分析。该技术可应用于任何具有(点)对称行为的磁滞。从掺铬的三元拓扑绝缘体中获得的纵向和横向混合数据显示了明显的磁滞,这就是该方法实施的实例。此外,通过引入基于误差函数的反常霍尔滞后数学描述,确定了高度和矫顽力场的精确值。
{"title":"Fourier transformation based analysis routine for intermixed longitudinal and transversal hysteretic data for the example of a magnetic topological insulator","authors":"Erik Zimmermann, Michael Schleenvoigt, Alina Rupp, Gerrit Behner, Jan Karthein, Justus Teller, Peter Schüffelgen, Hans Lüth, Detlev Grützmacher, Thomas Schäpers","doi":"10.1088/2515-7639/ad1d8a","DOIUrl":"https://doi.org/10.1088/2515-7639/ad1d8a","url":null,"abstract":"We present a symmetrization routine that optimizes and eases the analysis of imperfect, experimental data featuring the anomalous Hall hysteresis. This technique can be transferred to any hysteresis with (point-)symmetric behavior. The implementation of the method is demonstrated exemplarily using intermixed longitudinal and transversal data obtained from a chromium-doped ternary topological insulator revealing a clear hysteresis. Furthermore, by introducing a mathematical description of the anomalous Hall hysteresis based on the error function precise values of the height and coercive field are determined.","PeriodicalId":501825,"journal":{"name":"Journal of Physics: Materials","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139770101","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
期刊
Journal of Physics: Materials
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1