Factory Flow Benchmarking Report by Kilpatrick, Auston, Quint, Mitch, Ramirez-de-Arellano, Luis G., Schoonmaker, James

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A Benchmark Study of Computer Codes for System Analysis of the Nuclear Fuel Cycle by Guérin, Laurent, Feng, Bo, Hejzlar, Pavel, Forget, Benoit, Kazimi, Mujid S., Van Den Durpel, Luc, Yacout, Abdellatif, Taiwo, Temi, Dixon, Brent W., Matthern, Grechen, Boucher, Lionel, Delpech, Marc, Girieud, Richard, Meyer, Maryan

“…This benchmark is not a comprehensive analysis of all the codes’ capabilities but constitutes a first step towards a more complete benchmark study. …”
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Methods, Impacts, and Opportunities in the Concrete Building Life Cycle by Ochsendorf, John, Keith Norford, Leslie, Brown, Dorothy, Durschlag, Hannah, Hsu, Sophia Lisbeth, Love, Andrea, Santero, Nicholas, Swei, Omar, Webb, Amanda, Wildnauer, Margaret

“…This research explores and advances three key areas relevant to the field of buildings LCA: methodology, benchmarking, and impact reduction opportunities.…”
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The development and critical review of annual stock and gross investment data for residential energy-using capital by Braid, Ralph Malcolm.

“…Another discusses benchmarking techniques and the conditions under which they are liable to be effective. …”
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A Systems-of-Systems Perspective on Healthcare: Insights from Two Multi-method Exploratory Cases of Leading UK and US Hospitals by Oliviera, Jorge F., Nightingale, Deborah J., Wachendorf, Maria T.

“…High level country benchmarks show that there is wide variation in health outcomes for countries with similar levels of income and education [1,2,3], and the US healthcare system in particular is often singled out as the least effective system amongst developed countries [4]. …”
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Modeling control room crews for accident sequence analysis by Huang, Y. (Yuhao), Siu, N. O. (Nathan O.), Lanning, David D., Carroll, John S., 1948-, Dang, Vinh Ngoc

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The Secrets of Salient Object Segmentation by Li, Yin, Hou, Xiaodi, Koch, Christof, Rehg, James M., Yuille, Alan L.

“…Finally, we report significant benchmark progress on three existing datasets of segmenting salient objects.…”
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Future Carbon Regulations and Current Investments in Alternative Coal-Fired Power Plant Designs by Sekar, Ram C., Parsons, John E., Herzog, Howard J., Jacoby, Henry D.

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Precise and Comprehensive Provenance Tracking for Android Devices by Gordon, Michael, Eikenberry, Jordan, Eden, Anthony, Perkins, Jeff, Rinard, Martin

“…Performance experiments with the Caffeine Mark benchmarks show that the overall ClearScope provenance tracking overhead on this benchmark suite is 14%.…”
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Thermal Hydraulic Analysis of a Low Enrichment Uranium Core for the MIT Research Reactor by Ko, Yu-Chih, Hu, Lin-Wen, Kazimi, Mujid S.

“…The objectives of this study are to benchmark the in-house computer code for the MITR, and to perform thermal hydraulic analyses in support of the LEU design studies. …”
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An evaluation of the fast-mixed spectrum reactor by Loh, Wee Tee, Driscoll, Michael J., Lanning, David D.

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High-dimensional wave atoms and compression of seismic datasets by Leinonen, Matti, Hewett, Russell J., Zhang, Xiangxiong, Ying, Lexing, Demanet, Laurent

“…The new transforms are benchmarked against the Fourier transform for compression of data generated from synthetic 2D and 3D acoustic models.…”
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An Amplitude And Traveltime Calculation Using A Higher-Order Parabolic Equation by Cheng, Ningya, House, Leigh, Fehler, Michael C.

“…Our results are in excellent agreement with the finite element approach for the range-dependent wedge-shaped benchmark problem. The amplitude and the phase are calculated for a syncline and the Marmousi models.…”
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Holographic Embeddings of Knowledge Graphs by Nickel, Maximilian, Rosasco, Lorenzo, Poggio, Tomaso

“…In extensive experiments we show that holographic embeddings are able to outperform state-of-the-art methods for link prediction in knowledge graphs and relational learning benchmark datasets.…”
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Recurrent Multimodal Interaction for Referring Image Segmentation by Liu, Chenxi, Lin, Zhe, Shen, Xiaohui, Yang, Jimei, Lu, Xin, Yuille, Alan L.

“…We show that our proposed model outperforms the baseline model on benchmark datasets. In addition, we analyze the intermediate output of the proposed multimodal LSTM approach and empirically explain how this approach enforces a more effective word-to-image interaction.…”
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System-level Modeling of Cooling Networks in All Electric Ships by Babaee, Hessam

“…We verified our implementation with several benchmark problems.…”
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Labor Support Survey Summary Report by Klein, Dr. Janice

“…As a result, the Factory Operations Focus Group attempted to benchmark how member companies stand relative to one another on labor support ratio. …”
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Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) by Mao, Junhua, Xu, Wei, Yang, Yi, Wang, Jiang, Huang, Zhiheng, Yuille, Alan L.

“…The effectiveness of our model is validated on four benchmark datasets (IAPR TC-12, Flickr 8K, Flickr 30K and MS COCO). …”
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Parsing Occluded People by Flexible Compositions by Chen, Xianjie, Yuille, Alan L.

“…We evaluate our model on the standard benchmarked “We Are Family" Stickmen dataset and obtain significant performance improvements over the best alternative algorithms.…”
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Universal Dependencies for Learner English by Berzak, Yevgeni, Kenney, Jessica, Spadine, Carolyn, Wang, Jing Xian, Lam, Lucia, Mori, Keiko Sophie, Garza, Sebastian, Katz, Boris

“…Further on, we delineate ESL annotation guidelines that allow for consistent syntactic treatment of ungrammatical English. Finally, we benchmark POS tagging and dependency parsing performance on the TLE dataset and measure the effect of grammatical errors on parsing accuracy. …”
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