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Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering [article]

Victor Zhong, Caiming Xiong, Nitish Shirish Keskar, Richard Socher
2019 arXiv   pre-print
End-to-end neural models have made significant progress in question answering, however recent studies show that these models implicitly assume that the answer and evidence appear close together in a single  ...  On the Qangaroo WikiHop multi-evidence question answering task, the CFC obtains a new state-of-the-art result of 70.6% on the blind test set, outperforming the previous best by 3% accuracy despite not  ...  ACKNOWLEDGEMENT The authors thank Luke Zettlemoyer for his feedback and advice and Sewon Min for her help in preprocessing the TriviaQA dataset.  ... 
arXiv:1901.00603v2 fatcat:lrj7qkfmtrbazhixas4x4eigrm

The CNRM global atmosphere model ARPEGE‐Climat 6.3: description and evaluation

Romain Roehrig, Isabelle Beau, David Saint‐Martin, Antoinette Alias, Bertrand Decharme, Jean‐Francois Guérémy, Aurore Voldoire, Abdel‐Lathif Ahmat Younous, Eric Bazile, Sophie Belamari, Sébastien Blein, Dominique Bouniol (+15 others)
2020 Journal of Advances in Modeling Earth Systems  
For a given model, blue colors thus indicate that the model performs better than the median model, while red colors correspond to weak model performance compared  ...  (CNRM‐CM; e.g., Voldoire et al., 2013) and Earth System Model (CNRM‐ESM; e.g., Séférian et al., 2016), which serve as a basis for the climate studies performed at the  ... 
doi:10.1029/2020ms002075 fatcat:pr2bbwzf6jhg3nyv3ghfj6waha

An overview of MATISSE-v2.0

Luc Labarre, Karine Caillault, Sandrine Fauqueux, Claire Malherbe, Antoine Roblin, Bernard Rosier, Pierre Simoneau, Karin Stein, John D. Gonglewski
2010 Optics in Atmospheric Propagation and Adaptive Systems XIII  
Interpretation of the results is performed by means of a theoretical model developed for PSTPM investigation of isolated nanoparticles [6].  ...  SLN were prepared with cetyl palmitate and glyceryl stearate as solid lipids and for NLC, a mixture of the same solid lipids and grape seed oil has been used.  ...  This has been done by using a model of radiative transfer in the soil-vegetation system and developing a new method to perform sensitivity analysis..  ... 
doi:10.1117/12.868183 fatcat:5anlqspzzzcftfufaxvlr45zve

Oil Spill Modeling: A Critical Review on Current Trends, Perspectives, and Challenges

Panagiota Keramea, Katerina Spanoudaki, George Zodiatis, Georgios Gikas, Georgios Sylaios
2021 Journal of Marine Science and Engineering  
This study presents a review of the transport and oil weathering processes and their parameterization and critically examines eighteen state-of-the-art oil spill models in terms of their capacity (a) to  ...  simulate these processes, (b) to consider oil released from surface or submerged sources, (c) to assimilate real-time field data for model initiation and forcing, and (d) to assess uncertainty in the  ...  performance of spill response systems such as skimming, burning, and application of chemical dispersant; the PyGNOME, a Python setting, to build the web GNOME interface to the model, that performs batch  ... 
doi:10.3390/jmse9020181 fatcat:p7jwci4dhrfjtdhair74yidy64

The Community Earth System Model version 2 (CESM2)

G. Danabasoglu, J.‐F. Lamarque, J. Bacmeister, D.A. Bailey, A.K. DuVivier, J. Edwards, L.K. Emmons, J. Fasullo, R. Garcia, A. Gettelman, C. Hannay, M.M. Holland (+31 others)
2020 Journal of Advances in Modeling Earth Systems  
An overview of the Community Earth System Model Version 2 (CESM2) is provided, including a discussion of the challenges encountered during its development and how they were addressed.  ...  The data sets from a large set of simulations that include integrations for the preindustrial conditions (1850s) and for the 1850-2014 historical period are available to the community, representing CESM2  ...  CIME also provides a new Case Control System (CCS) for configuring, compiling, and executing complex Earth system model experiments.  ... 
doi:10.1029/2019ms001916 fatcat:6dcbxzrp6vhslh37xvslszevwq

Strategies in Forward Osmosis Membrane Substrate Fabrication and Modification: A Review

Nur Diyana Suzaimi, Pei Sean Goh, Ahmad Fauzi Ismail, Stanley Chinedu Mamah, Nik Ahmad Nizam Nik Malek, Jun Wei Lim, Kar Chun Wong, Nidal Hilal
2020 Membranes  
separation performances.  ...  The substrate of the typically used FO thin film composite membranes serves as a support for selective layer formation and can significantly affect the structural and physicochemical properties of the  ...  Importantly, appropriate chemical crosslinking strategies are core to forming a high compatibility LbL membrane.  ... 
doi:10.3390/membranes10110332 pmid:33171847 fatcat:knenhafmozafljo2mbbbtt3yku

The Russian Academy of Sciences, 2006 Update [article]

Iuri S. Osipov, Austin, The University Of Texas At
It was a state institution; while on a payroll, its members had to provide for the scientific and technical services of thee state.  ...  The press was assigned to publish all kinds (except for ecclesiastical) of the literature in the country.  ...  ) with a ring multi-element 600-m antenna.  ... 
doi:10.26153/tsw/10405 fatcat:tqi3ovf3uvefja5jxzi3e7x7ea

CO2 capture from natural gas using ionic liquids : a thermodynamic study [article]

MT Maria Mota Martinez, CJ Cor Peters, MC Maaike Kroon
The performance of a cubic EoS with a more advance GC EoS for modeling these complex phase diagrams is assessed.  ...  A modeling strategy for these type of system is provided at the end of this chapter.  ...  The first model is the cubic Peng-Robinson (PR) EoS using both the quadratic van der Waals mixing rules and the free energy model-based Wong Chapter 7 Modeling the solubility of CO 2 in [hmim][TCB  ... 
doi:10.6100/ir794472 fatcat:gagcdulckzes7l2frsk6rh5gte

15th International Conference on Gas Geochemistry - ICGG15

Luigi Cucci
The last can be clearly observed in Isluga volcano, which is continuously measured since December 2014 by OVDAS-SERNAGEOMIN using a permanent DOAS station (from NOVAC system).  ...  The observatory lies in a strategic location making it one of the most important sites for monitoring, research and dissemination of the scientific culture.  ...  The Multi-Gas instrument is an important tool for the investigations and monitoring of volcanic systems worldwide, because it can be easily placed on a volcano and can provide real-time data on the compositional  ... 
doi:10.13127/misc/49 fatcat:hszoorjd5bgtfmneaiu5hc5gge


David Ross Emerson
speed and performance over a range of lighting conditions.  ...  The requirement for autonomous systems to gauge their surroundings is of the utmost importance in order to avoid obstacles, preventing damage to itself and/or other systems or people.  ...  This increases the model flexibility by including the number of filters used to perform the downsampling as a tunable hyper-parameter.  ... 
doi:10.25394/pgs.8938376 fatcat:3fdfk7ckzze6pk4t3cdalhad2a

Computational analysis of ribonucleic acid basepairs in RNA structure and RNA-RNA interactions

Daniel Lai
We end with a review of cotranscriptional RNA basepair formation, summarizing biological, theoretical and computational methods for the process, and future directions for improving classical methods in  ...  My assessment of RNA-RNA interaction is at present the only published evaluation of its kind, and will hopefully become a benchmark for future tool development and a guide to selecting appropriate tools  ...  In theory, it would be possible to perform an exhaustive search through the multi-variable setting space to find the setting values that maximize performance accuracy for each tool on each dataset.  ... 
doi:10.14288/1.0228783 fatcat:p3fyg5vqhrhhxogwesbrhbvhjm