Weakly supervised scale-invariant learning of models for visual recognition by Fergus, R, Perona, P, Zisserman, A

“…The appearance of the parts, as well as their mutual position, relative scale and probability of detection are explicitly described in the model. …”

The kinetics of reduction of iron from silicate melts by carbon monoxide--carbon dioxide gas mixtures at 1300C̥ by Johnson, Timothy Van.

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Fatigue life calculation for TC4-TC11 titanium alloy specimens fabricated by laser melting deposition by Zhan, Zhixin

“…In this study, the numerical and experimental investigation on the fatigue life of TC4-TC11 titanium alloy specimens fabricated by laser melting deposition is conducted. First, the damage-coupled elastic-plastic constitutive equations and fatigue damage evolution equations are derived, and the material parameter calibration of TC4-TC11 in the equations are presented. …”
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Effect of build height on the microstructure and mechanical properties of electron beam melted Ti-6Al-4V by Mohamed Harris Mohamed Ibrahim

“…Currently the additive manufacturing (AM) process which is also known as 3D printing is being progressively adopted for producing TI-6Al-4V parts, primarily because of its ability to produce complex parts at a reduced cost. Electron Beam Melting (EBM) is the most common AM method used to produce TI-6Al-4V due to the vacuum conditions during the process. …”
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Hydrous melting driven upwelling from the mantle transition zone in the Mongolia plateau revealed by receiver function analysis by He, Jing, Xu, Mijian, Wu, Qingju, Zhang, Fengxue

“…We speculate that the mantle upwelling beneath the Hangay Dome may be related to the stagnant slab descending through the MTZ, rather than being rooted from the deep lower mantle. Hydrous melting-driven upwellings from the MTZ beneath the Mongolia Plateau play a key role in intraplate volcanism.…”
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Characterization of S-band dual-polarized radar data for the convective rain melting layer detection in a tropical region by Yuan, Feng, Lee, Yee Hui, Meng, Yu Song, Ong, Jin Teong

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Geochemical and Sr–Nd–Hf isotopic evidence for Cenozoic partial melting of mantle beneath Natanz, Central Iran by Babazadeh, S, D'Antonio, M, Raeisi, D, Furman, T, Santosh, M, Di Renzo, V, Klötzli, U, Choi, SH, Ghalamghash, J, Cottle, JM, Palin, R

“…Combined modelling of trace element and isotopic data suggests that the most mafic Natanz magmas could have formed through ∼5% melting of a source comprising 99% depleted mantle +1% sediment, with the melts modified subsequently by ∼3% contamination by Cadomian upper crustal components. …”

A modified viscous flow law for natural glacier ice: Scaling from laboratories to ice sheets by Ranganathan, Meghana, Minchew, Brent

“…Glacier flow modulates sea level and is governed largely by the viscous deformation of ice. Multiple molecular-scale mechanisms facilitate viscous deformation, but it remains unclear how each contributes to glacier-scale deformation. …”
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Harnessing dimethyl ether with ultra-low-grade heat for scaling-resistant brine concentration and fractional crystallization by Foo, Zi Hao, Deshmukh, Akshay, Wilson, Aaron D., Lienhard, John H.

“…These specific costs suggest that SDWE is competitive with commercialized thermal distillation technologies, while mitigating the traditional risks associated with scaling in heat and mass exchangers with hypersaline brines.…”
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Large-Scale Equipment and Higher Performance Materials for Laser Additive Manufacturing by Shi, Yusheng, Yan, Chunze, Wei, Qingsong, Zhang, Lichao, Wen, Shifeng, Zhao, Xiao

Subjects: “…Large-scale SLS/SLM systems…”
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Unmanned aerial vechicle large scale mapping for coastal erosion assessment / by Norhadija Darwin, 1988-, author 608369, Anuar Ahmad, supervisor 613407, Fakulti Geoinformasi dan Harta Tanah 555724

Unmanned aerial vechicle large scale mapping for coastal erosion assessment / by Norhadija Darwin, 1988-, author 608369

Biohydrogen production from food industry wastewater: Economies of scale study by T. B. E. Oliveira, Maria Da Conceição, Md. Maksudur, Rahman Khan, Noor Intan Shafinas, Muhammad

“…In this study, wastewater from the food industry was used as a substrate assisted by treated sludge to enhance the production of biohydrogen energy. The laboratory-scale experiment proved effective in producing biohydrogen from wastewater. …”
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Modular Morphing Lattices for Large-Scale Underwater Continuum Robotic Structures by Parra Rubio, Alfonso, Fan, Dixia, Jenett, Benjamin, del Águila Ferrandis, José, Tourlomousis, Filippos, Abdel-Rahman, Amira, Preiss, David, Zemánek, Jiri, Triantafyllou, Michael, Gershenfeld, Neil

“…In this study, we present a method to construct meter-scale deformable structures for underwater robotic applications by discretely assembling mechanical metamaterials. …”
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Opportunities for machine learning to accelerate halide-perovskite commercialization and scale-up by Kumar, Rishi E., Tiihonen, Armi, Sun, Shijing, Fenning, David P., Liu, Zhe, Buonassisi, Tonio

“…While halide perovskites attract significant academic attention, examples of at-scale industrial production are still sparse. In this perspective, we review practical challenges hindering the commercialization of halide perovskites, and discuss how machine-learning (ML) tools could help: (1) active-learning algorithms that blend institutional knowledge and human expertise could help stabilize and rapidly update baseline manufacturing processes; (2) ML-powered metrology, including computer imaging, could help narrow the performance gap between large- and small-area devices; and (3) inference methods could help accelerate root-cause analysis by reconciling multiple data streams and simulations, focusing research effort on areas with highest probability for improvement. …”
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Enforcing Identification and Authentication Policies at Scale in a Cloud Microservices Architecture by Sinha, Varnika

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Relationship between synoptic scale meteorology, aircraft parameters, and observable contrails by Barbosa, Maria Paula

“…Reliable flight attribution, therefore, is critical in verifying large-scale implementation of contrail avoidance strategies. …”
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Uniform volumetric single-cell processing for organ-scale molecular phenotyping by Yun, Dae Hee, Park, Young-Gyun, Cho, Jae Hun, Kamentsky, Lee, Evans, Nicholas B, DiNapoli, Nicholas, Xie, Katherine, Choi, Seo Woo, Albanese, Alexandre, Tian, Yuxuan, Sohn, Chang Ho, Zhang, Qiangge, Kim, Minyoung E, Swaney, Justin, Guan, Webster, Park, Juhyuk, Drummond, Gabi, Choi, Heejin, Ruelas, Luzdary, Feng, Guoping, Chung, Kwanghun

“…Extending single-cell analysis to intact tissues while maintaining organ-scale spatial information poses a major challenge due to unequal chemical processing of densely packed cells. …”
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Large-scale preparation of carbon-encapsulated cobalt nanoparticles by the catalytic method by Zhong, Z. Y., Lin, J. Y., Liu, Bing Hai, Ding, Jun, Dong, Zhili, White, Timothy John

“…With strategical selection of the water-soluble sodium chloride (NaCl) as the supporting material, we realized large-scale production of carbon-encapsulated cobalt nanoparticles with a productivity of almost 100%. …”
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Machine learning-based approaches for large-scale temporal data analytics by Seyed Ali Majid Zonoozi

“…The proposed model is able to learn and incorporate explicit periodic representations in different temporal scales, and can be optimized with multistep ahead prediction. …”
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