首页 > 最新文献

Materials Engineering eJournal最新文献

英文 中文
Short-Range Order Clusters in the Long-Period Stacking/Order Phases With an Intrinsic-I Type Stacking Fault in Mg-Co-Y Alloys Mg-Co-Y合金长周期堆积/有序相中的短程有序团簇及其本征i型堆积缺陷
Pub Date : 2022-01-01 DOI: 10.2139/ssrn.3878346
K. Guan, M. Egami, D. Egusa, H. Kimizuka, M. Yamasaki, Y. Kawamura, E. Abe
Abstract We have investigated short-range order (SRO) solute clusters in the long-period stacking/order (LPSO) phases with an intrinsic-I (I1) type stacking faults (SFs), which have been uniquely formed in Mg-Co-Y alloys, based on atomic-resolution scanning transmission electron microscopy (STEM) combined with first-principles calculations. The Co3Y5 SRO cluster model embedded across the I1-type SFs has been successfully constructed to satisfy the observed electron diffraction, STEM images and computed energetic stabilities. The optimized Co3Y5 cluster configurations appear to be significantly deviated from the host Mg atom positions and consequently provide a significant gain for the energetic stability of the I1-type LPSO phases. This is a similar phenomenon observed for the major LPSO phases with an intrinsic-II (I2) type SFs, and therefore the solute SRO clusters play an important key role for the formation and stability of the LPSO phases in ternary Mg alloys.
基于原子分辨率扫描透射电子显微镜(STEM)结合第一性原理计算,研究了Mg-Co-Y合金中具有本征i (I1)型层错(SFs)的长周期层序(LPSO)相中的短程有序(SRO)溶质团簇。成功构建了嵌入在i1型SFs上的Co3Y5 SRO簇模型,该模型能够满足观测到的电子衍射、STEM图像和计算得到的能量稳定性。优化后的Co3Y5簇构型明显偏离主Mg原子的位置,从而为i1型LPSO相的能量稳定性提供了显著的增益。这一现象在具有本征ii (I2)型SFs的主要LPSO相中也有观察到,因此溶质SRO团簇对三元Mg合金中LPSO相的形成和稳定性起着重要的关键作用。
{"title":"Short-Range Order Clusters in the Long-Period Stacking/Order Phases With an Intrinsic-I Type Stacking Fault in Mg-Co-Y Alloys","authors":"K. Guan, M. Egami, D. Egusa, H. Kimizuka, M. Yamasaki, Y. Kawamura, E. Abe","doi":"10.2139/ssrn.3878346","DOIUrl":"https://doi.org/10.2139/ssrn.3878346","url":null,"abstract":"Abstract We have investigated short-range order (SRO) solute clusters in the long-period stacking/order (LPSO) phases with an intrinsic-I (I1) type stacking faults (SFs), which have been uniquely formed in Mg-Co-Y alloys, based on atomic-resolution scanning transmission electron microscopy (STEM) combined with first-principles calculations. The Co3Y5 SRO cluster model embedded across the I1-type SFs has been successfully constructed to satisfy the observed electron diffraction, STEM images and computed energetic stabilities. The optimized Co3Y5 cluster configurations appear to be significantly deviated from the host Mg atom positions and consequently provide a significant gain for the energetic stability of the I1-type LPSO phases. This is a similar phenomenon observed for the major LPSO phases with an intrinsic-II (I2) type SFs, and therefore the solute SRO clusters play an important key role for the formation and stability of the LPSO phases in ternary Mg alloys.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85878970","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: 21
Phase Decomposition and Strengthening in Hfnbtatizr High Entropy Alloy from First-Principles Calculations 从第一性原理计算hfnbtizr高熵合金的相分解和强化
Pub Date : 2021-12-01 DOI: 10.2139/ssrn.3931608
Shuming Chen, Ze-jun Ma, S. Qiu, Lian-Ji Zhang, Shang-zhou Zhang, Ruijie Yang, Q. Hu
Phase decomposition influences significantly the mechanical properties of high entropy alloys (HEAs). Prediction of the phase decomposition of HEA is greatly hindered by the hyper-dimensional composition space of the alloys. In the present work, we propose to represent the HEAs as various pseudo-binary alloys of which the temperature dependent free energies as functions of compositions may be readily calculated by using first-principles methods in combination with thermodynamic models. With the calculated free energies, the phase diagrams of the pseudo-binary alloys may be constructed and the phase decomposition can be predicted. This procedure is applied to Hf-Nb-Ta-Ti-Zr alloy with body-centered cubic (BCC) structure. We predict that the equiatomic HfNbTaTiZr HEA suffers from phase decomposition below critical temperature of 1298 K. The HEA decomposes most favorably to BCC NbTa-rich and HfZr-rich phases. The BCC HfZr-rich phase transfers to a hexagonal close-packed structure (HCP) phase at low temperature. The predicted compositions of the decomposed phases are in good agreement with experiment and Thermal-Calc modeling. Furthermore, the effect of the phase decomposition on the strength of the HEA is evaluated by considering the solid-solution and precipitation strengthening mechanisms. The precipitation strengthening effect is stronger than the solid-solution strengthening at the low annealing temperature but becomes weaker at high annealing temperature.
相分解对高熵合金的力学性能有重要影响。合金的超维成分空间极大地阻碍了HEA相分解的预测。在本工作中,我们建议将HEAs表示为各种伪二元合金,其组成的自由能随温度的变化可以很容易地用第一性原理方法与热力学模型相结合来计算。利用计算得到的自由能,可以构造伪二元合金的相图,并对相分解进行预测。该方法应用于体心立方(BCC)结构的Hf-Nb-Ta-Ti-Zr合金。我们预测等原子HfNbTaTiZr HEA在1298 K的临界温度下会发生相分解。HEA最有利于BCC富nbta相和富hfzr相的分解。BCC富hfzr相在低温下转变为六方密排结构(HCP)相。预测的分解相组成与实验和热计算模型吻合较好。结合固溶强化机制和析出强化机制,评价了相分解对HEA强度的影响。低退火温度下,析出强化效果强于固溶强化,高退火温度下,析出强化效果变弱。
{"title":"Phase Decomposition and Strengthening in Hfnbtatizr High Entropy Alloy from First-Principles Calculations","authors":"Shuming Chen, Ze-jun Ma, S. Qiu, Lian-Ji Zhang, Shang-zhou Zhang, Ruijie Yang, Q. Hu","doi":"10.2139/ssrn.3931608","DOIUrl":"https://doi.org/10.2139/ssrn.3931608","url":null,"abstract":"Phase decomposition influences significantly the mechanical properties of high entropy alloys (HEAs). Prediction of the phase decomposition of HEA is greatly hindered by the hyper-dimensional composition space of the alloys. In the present work, we propose to represent the HEAs as various pseudo-binary alloys of which the temperature dependent free energies as functions of compositions may be readily calculated by using first-principles methods in combination with thermodynamic models. With the calculated free energies, the phase diagrams of the pseudo-binary alloys may be constructed and the phase decomposition can be predicted. This procedure is applied to Hf-Nb-Ta-Ti-Zr alloy with body-centered cubic (BCC) structure. We predict that the equiatomic HfNbTaTiZr HEA suffers from phase decomposition below critical temperature of 1298 K. The HEA decomposes most favorably to BCC NbTa-rich and HfZr-rich phases. The BCC HfZr-rich phase transfers to a hexagonal close-packed structure (HCP) phase at low temperature. The predicted compositions of the decomposed phases are in good agreement with experiment and Thermal-Calc modeling. Furthermore, the effect of the phase decomposition on the strength of the HEA is evaluated by considering the solid-solution and precipitation strengthening mechanisms. The precipitation strengthening effect is stronger than the solid-solution strengthening at the low annealing temperature but becomes weaker at high annealing temperature.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"33 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84078407","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: 13
Development of Advanced Stellarator With Identical Permanent Magnet Blocks 采用相同永磁体的先进仿星器的研制
Pub Date : 2021-12-01 DOI: 10.2139/ssrn.3854508
Zhiyuan Lu, Guosheng Xu, Dehong Chen, Xiang Zhang, Liang Chen, M. Ye, Houyang Y Guo, B. Wan
Stellarator offers an attractive approach to fusion energy, but difficulties in fabricating and assembling complicated 3D coils with tight tolerance requirements severely retard its development. Recent study indicates the coils can be dramatically simplified by introducing permanent magnets. However, the existing designs use permanent magnets with various shapes, sizes and even arbitrary magnetization orientations, so that their fabrication and assembly may be even more difficult and costly than the 3D coils. Here, we propose an innovative strategy to design advanced stellarators with standardized permanent magnet blocks, such as identical cubes. This new magnet design will substantially reduce the difficulty and cost of magnet fabrication and assembly. The magnet blocks can be assembled offline in a mounting frame constructed with 3D printing. These innovations significantly lower the engineering barrier for stellarator construction, which potentially opening a new avenue for fast development of the stellarator fusion approach.
仿星器提供了一种有吸引力的聚变能方法,但制造和组装复杂的三维线圈和严格的公差要求的困难严重阻碍了它的发展。最近的研究表明,通过引入永磁体,线圈可以大大简化。然而,现有的设计使用各种形状、大小甚至任意磁化方向的永磁体,因此它们的制造和组装可能比3D线圈更加困难和昂贵。在这里,我们提出了一种创新的策略,用标准化的永磁块(如相同的立方体)设计先进的仿星器。这种新的磁体设计将大大降低磁体制造和组装的难度和成本。磁铁块可以在3D打印构建的安装框架中离线组装。这些创新大大降低了仿星器建设的工程障碍,为仿星器聚变方法的快速发展开辟了一条新的道路。
{"title":"Development of Advanced Stellarator With Identical Permanent Magnet Blocks","authors":"Zhiyuan Lu, Guosheng Xu, Dehong Chen, Xiang Zhang, Liang Chen, M. Ye, Houyang Y Guo, B. Wan","doi":"10.2139/ssrn.3854508","DOIUrl":"https://doi.org/10.2139/ssrn.3854508","url":null,"abstract":"Stellarator offers an attractive approach to fusion energy, but difficulties in fabricating and assembling complicated 3D coils with tight tolerance requirements severely retard its development. Recent study indicates the coils can be dramatically simplified by introducing permanent magnets. However, the existing designs use permanent magnets with various shapes, sizes and even arbitrary magnetization orientations, so that their fabrication and assembly may be even more difficult and costly than the 3D coils. Here, we propose an innovative strategy to design advanced stellarators with standardized permanent magnet blocks, such as identical cubes. This new magnet design will substantially reduce the difficulty and cost of magnet fabrication and assembly. The magnet blocks can be assembled offline in a mounting frame constructed with 3D printing. These innovations significantly lower the engineering barrier for stellarator construction, which potentially opening a new avenue for fast development of the stellarator fusion approach.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"56 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85022389","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: 6
New Mechanism and Criterion for Forming Multi-Component Solid-Solution Alloys 形成多组分固溶合金的新机理和新准则
Pub Date : 2021-11-01 DOI: 10.2139/ssrn.3855727
T. Fang
Abstract Some existing criteria for forming single-phase multicomponent solid-solution alloys (MCSSAs) are assessed, and a new criterion based on the topology of atomic packing is propounded. A new mechanism concerning the development of MCSSAs is posited, where the multicomponent effect in surface layer, reducing the surface free energy of nanocrystalline nucleus, plays a significant role. More reasonable interpretation regarding the phase stability of CoCrFeMnNi alloy annealed at different temperatures is provided.
摘要对现有的单相多组分固溶体合金(MCSSAs)成形准则进行了评价,提出了一种基于原子堆积拓扑结构的新准则。本文提出了一种新的纳米微晶复合材料的形成机理,其中表层的多组分效应降低了纳米晶核的表面自由能。对CoCrFeMnNi合金在不同温度下退火后的相稳定性提供了更合理的解释。
{"title":"New Mechanism and Criterion for Forming Multi-Component Solid-Solution Alloys","authors":"T. Fang","doi":"10.2139/ssrn.3855727","DOIUrl":"https://doi.org/10.2139/ssrn.3855727","url":null,"abstract":"Abstract Some existing criteria for forming single-phase multicomponent solid-solution alloys (MCSSAs) are assessed, and a new criterion based on the topology of atomic packing is propounded. A new mechanism concerning the development of MCSSAs is posited, where the multicomponent effect in surface layer, reducing the surface free energy of nanocrystalline nucleus, plays a significant role. More reasonable interpretation regarding the phase stability of CoCrFeMnNi alloy annealed at different temperatures is provided.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83843249","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: 6
Solvent-Rich Magnesium-Based Bulk Metallic Glasses in the Mg–Pd–Ca and Mg–Pd–Yb Alloy Systems Mg-Pd-Ca和Mg-Pd-Yb合金体系中富溶剂镁基大块金属玻璃
Pub Date : 2021-11-01 DOI: 10.2139/ssrn.3873676
S. Jilani, Leah S. Koloadin, D. Miskovic, K. Laws
Abstract Magnesium-based metallic glasses are well-known for their low density, high specific strength and potential as resorbable biological implant materials. In this study a range of magnesium-rich (85-87 atomic percent) metallic glasses are developed from the Mg–Pd–Ca and Mg–Pd–Yb alloy systems. A solvent-rich amorphous alloy design method and properties of these amorphous alloys are reported. Mg87Pd7Ca6, Mg86.5Pd7.5Ca6, Mg86.43Pd7.69Ca5.88, Mg86.5Pd7.5Yb6 and Mg86.43Pd7.69Yb5.88 alloys exhibit critical casting thicknesses of 670-750 μm and could be cast as fully-glassy 1 mm diameter rods. Alloys exhibit hardness of 2.7-3.2 GPa, Young's modulus of 62-64 GPa and density of 2.15-2.35 g/cm3 for Ca- and 2.81-2.96 g/cm3 for Yb-containing glasses.
摘要镁基金属玻璃以其低密度、高比强度和作为可吸收生物植入材料的潜力而闻名。在这项研究中,从Mg-Pd-Ca和Mg-Pd-Yb合金体系中开发了一系列富镁(85-87原子率)金属玻璃。报道了一种富溶剂型非晶合金的设计方法及其性能。Mg87Pd7Ca6、Mg86.5Pd7.5Ca6、Mg86.43Pd7.69Ca5.88、Mg86.5Pd7.5Yb6和Mg86.43Pd7.69Yb5.88合金的临界铸造厚度为670 ~ 750 μm,可铸造成直径为1 mm的全玻璃状棒材。合金的硬度为2.7 ~ 3.2 GPa,杨氏模量为62 ~ 64 GPa, Ca-玻璃的密度为2.15 ~ 2.35 g/cm3, yb玻璃的密度为2.81 ~ 2.96 g/cm3。
{"title":"Solvent-Rich Magnesium-Based Bulk Metallic Glasses in the Mg–Pd–Ca and Mg–Pd–Yb Alloy Systems","authors":"S. Jilani, Leah S. Koloadin, D. Miskovic, K. Laws","doi":"10.2139/ssrn.3873676","DOIUrl":"https://doi.org/10.2139/ssrn.3873676","url":null,"abstract":"Abstract Magnesium-based metallic glasses are well-known for their low density, high specific strength and potential as resorbable biological implant materials. In this study a range of magnesium-rich (85-87 atomic percent) metallic glasses are developed from the Mg–Pd–Ca and Mg–Pd–Yb alloy systems. A solvent-rich amorphous alloy design method and properties of these amorphous alloys are reported. Mg87Pd7Ca6, Mg86.5Pd7.5Ca6, Mg86.43Pd7.69Ca5.88, Mg86.5Pd7.5Yb6 and Mg86.43Pd7.69Yb5.88 alloys exhibit critical casting thicknesses of 670-750 μm and could be cast as fully-glassy 1 mm diameter rods. Alloys exhibit hardness of 2.7-3.2 GPa, Young's modulus of 62-64 GPa and density of 2.15-2.35 g/cm3 for Ca- and 2.81-2.96 g/cm3 for Yb-containing glasses.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77060177","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: 1
Light-Driven Proton Transport Across Liposomal Membranes Enabled by Janus Metal-Organic Layers Janus金属-有机层实现光驱动质子在脂质体膜上的传输
Pub Date : 2021-11-01 DOI: 10.2139/ssrn.3858057
Huihui Hu, Jieyu Zhu, Zhiye Wang, Liulin Yang, Wenbin Lin, Cheng Wang
Photo-generation of a proton gradient over a lipid bilayer is of interest due to its essential role in photosynthetic bacteria. Membrane asymmetry is key to the generation of a proton gradient via directional proton transport. Here we report a light-driven proton pump based on two-dimensional, porphyrin-based Janus metal-organic layers (Janus-MOLs) embedded in liposomes. We developed a microemulsion-based method to functionalize the Janus-MOLs with carboxyquinone on one side and Acitretin on the other side. By attaching the Janus-MOLs to liposome surfaces, we obtained a mimic to photosynthetic bacteria. Upon photoexcitation, the porphyrins initiate electron and hole transfers to carboxyquinone and Acitretin, respectively, which undergo redox reactions with freely diffusing quinone (Q) / hydrosemiquinone (HQ·) in the lipid bilayer to produce a concentration gradient of quinone-based species. Owing to different pKa values of HQ+ and HQ ·, these redox reactions trigger proton transport across the membrane to create a pH gradient, which drives ATP production by CF0F1-ATP synthase in a similar fashion as photosynthetic bacteria.
由于质子梯度在光合细菌中的重要作用,在脂质双分子层上的光产生引起了人们的兴趣。膜的不对称性是质子定向输运产生质子梯度的关键。在这里,我们报道了一种基于二维卟啉基Janus金属有机层(Janus- mols)嵌入脂质体的光驱动质子泵。我们开发了一种基于微乳化的方法,以羧基醌为一侧,阿维甲素为另一侧来功能化Janus-MOLs。通过将Janus-MOLs附着在脂质体表面,我们获得了光合细菌的模拟物。在光激发下,卟啉分别引发电子和空穴转移到羧基醌和阿维黄素上,并与脂质双分子层中自由扩散的醌(Q) /氢半醌(HQ·)发生氧化还原反应,产生醌基物质的浓度梯度。由于HQ+和HQ·的pKa值不同,这些氧化还原反应触发质子跨膜运输,从而产生pH梯度,从而驱动CF0F1-ATP合成酶以与光合细菌类似的方式产生ATP。
{"title":"Light-Driven Proton Transport Across Liposomal Membranes Enabled by Janus Metal-Organic Layers","authors":"Huihui Hu, Jieyu Zhu, Zhiye Wang, Liulin Yang, Wenbin Lin, Cheng Wang","doi":"10.2139/ssrn.3858057","DOIUrl":"https://doi.org/10.2139/ssrn.3858057","url":null,"abstract":"Photo-generation of a proton gradient over a lipid bilayer is of interest due to its essential role in photosynthetic bacteria. Membrane asymmetry is key to the generation of a proton gradient via directional proton transport. Here we report a light-driven proton pump based on two-dimensional, porphyrin-based Janus metal-organic layers (Janus-MOLs) embedded in liposomes. We developed a microemulsion-based method to functionalize the Janus-MOLs with carboxyquinone on one side and Acitretin on the other side. By attaching the Janus-MOLs to liposome surfaces, we obtained a mimic to photosynthetic bacteria. Upon photoexcitation, the porphyrins initiate electron and hole transfers to carboxyquinone and Acitretin, respectively, which undergo redox reactions with freely diffusing quinone (Q) / hydrosemiquinone (HQ·) in the lipid bilayer to produce a concentration gradient of quinone-based species. Owing to different pKa values of HQ+ and HQ ·, these redox reactions trigger proton transport across the membrane to create a pH gradient, which drives ATP production by CF0F1-ATP synthase in a similar fashion as photosynthetic bacteria.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"69 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78826316","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: 7
To engage or not to engage with AI for critical judgments: How professionals deal with opacity when using AI for medical diagnosis 使用或不使用人工智能进行关键判断:专业人员如何处理使用人工智能进行医疗诊断时的不透明性
Pub Date : 2021-10-05 DOI: 10.1287/orsc.2021.1549
Sarah Lebovitz, Hila Lifshitz-Assaf, N. Levina
Artificial intelligence (AI) technologies promise to transform how professionals conduct knowledge work by augmenting their capabilities for making professional judgments. We know little, however, about how human-AI augmentation takes place in practice. Yet, gaining this understanding is particularly important when professionals use AI tools to form judgments on critical decisions. We conducted an in-depth field study in a major U.S. hospital where AI tools were used in three departments by diagnostic radiologists making breast cancer, lung cancer, and bone age determinations. The study illustrates the hindering effects of opacity that professionals experienced when using AI tools and explores how these professionals grappled with it in practice. In all three departments, this opacity resulted in professionals experiencing increased uncertainty because AI tool results often diverged from their initial judgment without providing underlying reasoning. Only in one department (of the three) did professionals consistently incorporate AI results into their final judgments, achieving what we call engaged augmentation. These professionals invested in AI interrogation practices—practices enacted by human experts to relate their own knowledge claims to AI knowledge claims. Professionals in the other two departments did not enact such practices and did not incorporate AI inputs into their final decisions, which we call unengaged “augmentation.” Our study unpacks the challenges involved in augmenting professional judgment with powerful, yet opaque, technologies and contributes to literature on AI adoption in knowledge work.
人工智能(AI)技术有望通过增强专业人士做出专业判断的能力,改变他们从事知识工作的方式。然而,我们对人工智能在实践中是如何实现的知之甚少。然而,当专业人士使用人工智能工具对关键决策做出判断时,获得这种理解尤为重要。我们在美国一家大型医院进行了深入的实地研究,在那里,诊断放射科医生在三个部门使用人工智能工具进行乳腺癌、肺癌和骨龄测定。该研究说明了专业人员在使用人工智能工具时所经历的不透明性的阻碍作用,并探讨了这些专业人员在实践中如何应对它。在这三个部门中,这种不透明性导致专业人员经历了越来越多的不确定性,因为人工智能工具的结果往往偏离了他们最初的判断,而没有提供潜在的推理。只有一个部门(三个部门中)的专业人员始终将人工智能结果纳入他们的最终判断,实现了我们所说的“参与式增强”。这些专业人士投资于人工智能审讯实践——由人类专家制定的实践,将他们自己的知识主张与人工智能的知识主张联系起来。另外两个部门的专业人员没有制定这样的做法,也没有将人工智能的输入纳入他们的最终决策,我们称之为不参与的“增强”。我们的研究揭示了利用强大但不透明的技术增强专业判断力所面临的挑战,并为知识工作中人工智能应用的文献做出了贡献。
{"title":"To engage or not to engage with AI for critical judgments: How professionals deal with opacity when using AI for medical diagnosis","authors":"Sarah Lebovitz, Hila Lifshitz-Assaf, N. Levina","doi":"10.1287/orsc.2021.1549","DOIUrl":"https://doi.org/10.1287/orsc.2021.1549","url":null,"abstract":"Artificial intelligence (AI) technologies promise to transform how professionals conduct knowledge work by augmenting their capabilities for making professional judgments. We know little, however, about how human-AI augmentation takes place in practice. Yet, gaining this understanding is particularly important when professionals use AI tools to form judgments on critical decisions. We conducted an in-depth field study in a major U.S. hospital where AI tools were used in three departments by diagnostic radiologists making breast cancer, lung cancer, and bone age determinations. The study illustrates the hindering effects of opacity that professionals experienced when using AI tools and explores how these professionals grappled with it in practice. In all three departments, this opacity resulted in professionals experiencing increased uncertainty because AI tool results often diverged from their initial judgment without providing underlying reasoning. Only in one department (of the three) did professionals consistently incorporate AI results into their final judgments, achieving what we call engaged augmentation. These professionals invested in AI interrogation practices—practices enacted by human experts to relate their own knowledge claims to AI knowledge claims. Professionals in the other two departments did not enact such practices and did not incorporate AI inputs into their final decisions, which we call unengaged “augmentation.” Our study unpacks the challenges involved in augmenting professional judgment with powerful, yet opaque, technologies and contributes to literature on AI adoption in knowledge work.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"84 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76637100","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: 46
On the Origin of Mosaicity in Directionally Solidified Ni-Base Superalloys ni基定向凝固高温合金中镶嵌性的成因研究
Pub Date : 2021-09-15 DOI: 10.2139/ssrn.3854484
J. Strickland, B. Nenchev, K. Tassenberg, S. Perry, Gareth R. Sheppard, Hongbiao Dong, Ruiyao Zhang, G. Burca, N. D’Souza
Abstract This article addresses the formation of low angle grain boundaries which give rise to mosaicity, a phenomenon that has only recently received attention in the single crystal Ni-base superalloy field. In this work, post-mortem advanced microscopy characterisation techniques are employed to deduce the dendrite tip growth kinetics from transverse sections of a single crystal turbine blade. As a result, it has been possible to highlight the role of isotherm curvature in inducing lateral macro-segregation parallel to a growing solidification front. Using crystallographic data from time-of-flight energy-resolved neutron imaging and novel Bragg-dip post processing, it is established that lateral macro-segregation induces small angle grain boundaries which gives rise to mosaicity within single crystal Ni-base superalloys. Mosaicity demonstrates good correlation with the local primary spacing, where faster growing dendrites demonstrate greater deviation of 〈001〉 from the casting direction, as compared with those growing at a slower rate. In light of these findings, the origin of mosaicity and its implication to secondary grain formation is discussed.
摘要本文讨论了低角度晶界的形成,从而引起镶嵌现象,这一现象最近才在单晶镍基高温合金领域得到关注。在这项工作中,采用死后先进的显微镜表征技术,从单晶涡轮叶片的横截面推断枝晶尖端生长动力学。因此,有可能强调等温线曲率在诱导平行于生长的凝固锋的横向宏观偏析中的作用。利用飞行时间能量分辨中子成像的晶体学数据和新颖的Bragg-dip后处理,确定了横向宏观偏析导致单晶ni基高温合金的小角度晶界,从而产生嵌合性。嵌合性与局部原生晶距具有良好的相关性,与生长速度较慢的枝晶相比,生长速度较快的枝晶与铸造方向的偏差< 001 >。在此基础上,讨论了嵌合性的成因及其对次生晶粒形成的影响。
{"title":"On the Origin of Mosaicity in Directionally Solidified Ni-Base Superalloys","authors":"J. Strickland, B. Nenchev, K. Tassenberg, S. Perry, Gareth R. Sheppard, Hongbiao Dong, Ruiyao Zhang, G. Burca, N. D’Souza","doi":"10.2139/ssrn.3854484","DOIUrl":"https://doi.org/10.2139/ssrn.3854484","url":null,"abstract":"Abstract This article addresses the formation of low angle grain boundaries which give rise to mosaicity, a phenomenon that has only recently received attention in the single crystal Ni-base superalloy field. In this work, post-mortem advanced microscopy characterisation techniques are employed to deduce the dendrite tip growth kinetics from transverse sections of a single crystal turbine blade. As a result, it has been possible to highlight the role of isotherm curvature in inducing lateral macro-segregation parallel to a growing solidification front. Using crystallographic data from time-of-flight energy-resolved neutron imaging and novel Bragg-dip post processing, it is established that lateral macro-segregation induces small angle grain boundaries which gives rise to mosaicity within single crystal Ni-base superalloys. Mosaicity demonstrates good correlation with the local primary spacing, where faster growing dendrites demonstrate greater deviation of 〈001〉 from the casting direction, as compared with those growing at a slower rate. In light of these findings, the origin of mosaicity and its implication to secondary grain formation is discussed.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73764934","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: 8
The Agglomeration of Solid Wastes for Ferroalloy Production 固体废弃物在铁合金生产中的结块
Pub Date : 2021-09-12 DOI: 10.2139/ssrn.3926734
Fei Li, Zhibo Sun, Fengyun Yan
There is huge number of solid wastes produced from Ferroalloy production processes. The solid wastes are crushed raw materials fines during transportation, slags and the fines from the dust collector. Recycling of these solid wastes could obtain resource, environmental and economic benefits. Agglomeration of the wastes and put them back into the submerged arc furnaces is one of the several optimal methods to reuse it. In this study, a preliminary study of the agglomeration of the wastes for FeSi process is presented. The key influence factors, for example, the way of agglomeration, components, binder type and content for different agglomerates were investigated. Compressive strength, thermal strength and drop strength of the briquettes were tested. The results show that the mixed binder can achieve the strength requirements of the briquettes in cold state and high temperature in industry.
铁合金生产过程中产生了大量的固体废物。固体废物是运输过程中粉碎的原料细粒、炉渣和除尘器排出的细粒。回收利用这些固体废物可以获得资源效益、环境效益和经济效益。将废渣结块后重新投入埋弧炉是废渣资源化利用的几种最佳方法之一。本文对FeSi工艺中废弃物的结块进行了初步研究。考察了不同团聚体的团聚方式、组分、粘结剂类型和含量等关键影响因素。测试了成型煤的抗压强度、热强度和跌落强度。结果表明,该混合粘结剂能满足工业用冷态高温型煤的强度要求。
{"title":"The Agglomeration of Solid Wastes for Ferroalloy Production","authors":"Fei Li, Zhibo Sun, Fengyun Yan","doi":"10.2139/ssrn.3926734","DOIUrl":"https://doi.org/10.2139/ssrn.3926734","url":null,"abstract":"There is huge number of solid wastes produced from Ferroalloy production processes. The solid wastes are crushed raw materials fines during transportation, slags and the fines from the dust collector. Recycling of these solid wastes could obtain resource, environmental and economic benefits. Agglomeration of the wastes and put them back into the submerged arc furnaces is one of the several optimal methods to reuse it. In this study, a preliminary study of the agglomeration of the wastes for FeSi process is presented. The key influence factors, for example, the way of agglomeration, components, binder type and content for different agglomerates were investigated. Compressive strength, thermal strength and drop strength of the briquettes were tested. The results show that the mixed binder can achieve the strength requirements of the briquettes in cold state and high temperature in industry.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"396 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91458521","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: 1
Furnace Linings With Environmentally Friendly Materials 炉衬采用环保材料
Pub Date : 2021-09-12 DOI: 10.2139/ssrn.3927629
L. Lindstad, Antoine Autruffe, M. Bryntesen
The monolithic lining solution for ferroalloys furnaces has developed from the use of hot ramming pastes with coal tar pitch binder, to cold ramming pastes with less harmful components, or non-harmful components. New materials demand improved installation procedures, but they also improve work environment. A good installation is then easier to obtain and control. Recommended changes in installation of new and health friendly materials are given together with measurements of baked properties. We have shown that coal tar pitch containing materials are robust against different heating rates and temperature plateaus, in the previous Infacon. Heating and curing of environmentally friendly materials, are often much more demanding. Measured temperatures inside a monolithic lining during baking are shown together with simulated temperatures done with COMSOL. Properties of new and old materials together with temperatures, and different heating rates are given. These show which changes that should be done in procedures when old and harmful materials are changed into health friendly materials. Temperature measurements and simulations also show when critical areas of the lining are baked, and metal production can start.
铁合金炉衬整体解决方案已从使用含煤焦油沥青粘结剂的热夯膏发展到使用有害成分较少或无有害成分的冷夯膏。新材料要求改进安装程序,但它们也改善了工作环境。这样,良好的安装就更容易获得和控制。建议改变安装新的和健康友好的材料与测量的烘烤性能。在之前的文章中,我们已经表明,含煤焦油沥青的材料对不同的加热速率和温度平台都是稳健的。对环保材料的加热和固化,往往要求高得多。在烘烤过程中,单片衬里内部的测量温度与COMSOL模拟温度一起显示。给出了新旧材料的性能随温度和不同升温速率的变化规律。这些说明了在将旧的有害材料转变为对健康有益的材料时,应在程序中进行哪些更改。温度测量和模拟还显示,当衬里的关键区域被烘烤时,金属生产就可以开始了。
{"title":"Furnace Linings With Environmentally Friendly Materials","authors":"L. Lindstad, Antoine Autruffe, M. Bryntesen","doi":"10.2139/ssrn.3927629","DOIUrl":"https://doi.org/10.2139/ssrn.3927629","url":null,"abstract":"The monolithic lining solution for ferroalloys furnaces has developed from the use of hot ramming pastes with coal tar pitch binder, to cold ramming pastes with less harmful components, or non-harmful components. New materials demand improved installation procedures, but they also improve work environment. A good installation is then easier to obtain and control. Recommended changes in installation of new and health friendly materials are given together with measurements of baked properties. We have shown that coal tar pitch containing materials are robust against different heating rates and temperature plateaus, in the previous Infacon. Heating and curing of environmentally friendly materials, are often much more demanding. Measured temperatures inside a monolithic lining during baking are shown together with simulated temperatures done with COMSOL. Properties of new and old materials together with temperatures, and different heating rates are given. These show which changes that should be done in procedures when old and harmful materials are changed into health friendly materials. Temperature measurements and simulations also show when critical areas of the lining are baked, and metal production can start.","PeriodicalId":18268,"journal":{"name":"Materials Engineering eJournal","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78599575","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
Materials Engineering eJournal
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