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Recurrent Convolutional Neural Networks help to predict location of Earthquakes [article]

Roman Kail, Alexey Zaytsev, Evgeny Burnaev
2020 arXiv   pre-print
We examine the applicability of modern neural network architectures to the midterm prediction of earthquakes.  ...  For historical data on Japan earthquakes our model predicts occurrence of an earthquake in 10 to 60 days from a given moment with magnitude M_c > 5 with quality metrics ROC AUC 0.975 and PR AUC 0.0890,  ...  RTL features Another approach for the midterm prediction of earthquakes is usage of RTL features (Region-Time-Length) to identify the probability of an earthquake in a given region [29] .  ... 
arXiv:2004.09140v3 fatcat:grgkzpuyavcabaci37gavh5erq

Creating Customized CGRAs for Scientific Applications

George Charitopoulos, Ioannis Papaefstathiou, Dionisios N. Pnevmatikatos
2021 Electronics  
CGRAs and those of FPGAs by utilizing a customized cell-array along, with a separate LUT array being used for adaptability.  ...  In this work, we explore the potential of application analysis methods in such customized hardware solutions.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics10040445 fatcat:uc33xobotvg45cpf6xsqi4t4hy

Meshless techniques for anisotropic diffusion

Annamaria Mazzia, Giorgio Pini, Flavio Sartoretto
2014 Applied Mathematics and Computation  
The latter would allow better use of parallel computers, since time-stepping is essentially a serial process. Moreover, it would be good for the methods to be of high order accuracy.  ...  ., the simulation of geologic carbon sequestration.  ...  We present complex scenarios of multicomponent reactive transport in 2-D and in 3-D. These scenarios are further developments of the setting given by the MoMaS benchmark.  ... 
doi:10.1016/j.amc.2014.03.032 fatcat:c527226gyfgbffnq4p67qxd7wi

Engineering, Technology & Applied Science Research (ETASR), Vol. 12, No. 2, pp. 8228-8481

Various
2022 Zenodo  
The table of contents for this issue can be found at: https://etasr.com/index.php/ETASR/issue/view/74. For more info visit the journal's site at: www.etasr.com.  ...  Engineering, Technology & Applied Science Research (ETASR) is an international bimonthly wide scope, peer-reviewed open access journal for the publication of original articles concerned with diverse aspects  ...  ACKNOWLEDGMENT The authors acknowledge Pan African University's Institute for Basic Sciences, Technology, and Innovation for funding this research.  ... 
doi:10.5281/zenodo.6509470 fatcat:nn7pi5ec35gzplz6ewln2lbbrm

Program

2020 2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)  
It takes in multiple weather variables as input features for a given time sequence to forecast the same weather parameters in multi-input multi-output (MIMO) structure.  ...  the prediction of positions.  ...  Predicting the monthly peak of the facility helps manage peak demand charges (PDC).  ... 
doi:10.1109/ccece47787.2020.9255763 fatcat:mpf7smikpfc77bu73ciqstdagm

A heterogeneous system architecture for low-power wireless sensor nodes in compute-intensive distributed applications

Andreas Engel, Andreas Koch, Thomas Siebel
2015 2015 IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops)  
scheduling for contention free information flooding from multiple sources to all network nodes.  ...  To still keep up with the ever increasing sensor count and sampling rates, the basic data acquisition and collection capabilities of WSNs have been extended with decentralized smart feature extraction  ...  This feature is essential for mobile applications relying on DPM.  ... 
doi:10.1109/lcnw.2015.7365908 dblp:conf/lcn/EngelKS15 fatcat:cugvo6duqzgw3lwutiowjjda7m

Digital Europe 2030: Designing scenarios for ICT in future governance and policy making

Gianluca Misuraca, David Broster, Clara Centeno
2012 Government Information Quarterly  
by the RTLS system.  ...  for policy deliberations and generate surveys in multiple languages.  ... 
doi:10.1016/j.giq.2011.08.006 fatcat:trmu4sevr5d7vhmhaefperjig4

Penilaian Kualiti Laporan EIA Dalam Aspek Kajian Hakisan Tanah [article]

Abdul Mahmud
2020 Figshare  
The scale of measurement 0 to 5 has been used to rating score quality for each item. 35 samples of EIA report for housing projects from the year 2012 to 2016 were evaluated.  ...  : Soil erosion and sedimentation has become one of the major issues in the implementation of the EIA project in Malaysia.  ...  Indirect method for runoff predictions are plentiful, one of which is rational formula.  ... 
doi:10.6084/m9.figshare.12095736 fatcat:fzsit3wyqjc3fni4no4zzopz5e

United States Geological Survey

1899 Nature  
ACKNOWLEDGEMENTS The authors thank the members of the NGMDB project staff and collaborators for their enthusiastic and expert support, without which the project would not be successful.  ...  ACKNOWLEDGEMENTS Gratitude is expressed to Dave Seller (USGS) and Peter Davenport for improving this paper. Special thanks to John Broome for finding necessary funds to attend DMT2001.  ...  For the earthquake map, the authors plotted the locations of earthquakes and imported them into Arclnfo.  ... 
doi:10.1038/060182a0 fatcat:5yixy3u2xzempgcwdbidvtq7wq

The United States Geological Survey

H. B. W.
1903 Nature  
ACKNOWLEDGEMENTS The authors thank the members of the NGMDB project staff and collaborators for their enthusiastic and expert support, without which the project would not be successful.  ...  ACKNOWLEDGEMENTS Gratitude is expressed to Dave Seller (USGS) and Peter Davenport for improving this paper. Special thanks to John Broome for finding necessary funds to attend DMT2001.  ...  For the earthquake map, the authors plotted the locations of earthquakes and imported them into Arclnfo.  ... 
doi:10.1038/069115a0 fatcat:x3tsgfnyfzbpjdm2tgu2jenbze

Rising Star: A Game-Changing Format in a Dying Genre: The Highs and Lows of a Format's Birth

Merav Schiffmann, Mediarep.Org
2020 VIEW Journal of European Television History and Culture  
In the TV industry everyone is constantly searching for 'the next big hit.' For a brief moment in time, Rising Star perfectly fit this description.  ...  Within days of the Israeli launch of the first season, the format had already sold internationally to major territories.  ...  Instead of idly waiting for some dramatic faux-climax at the tail end of a telecast, high-stakes drama was now part of every performance (with 10 acts featured per episode).  ... 
doi:10.25969/mediarep/14704 fatcat:i6oxedr4bfchdfilsen4ywb6o4

A State-of-the-Art Survey on Multidimensional Scaling Based Localization Techniques [article]

Nasir Saeed, Haewoon Nam, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2019 arXiv   pre-print
Multidimensional scaling (MDS) is one of the dimensionality reduction technique which has been used extensively in the recent past for wireless networks localization.  ...  In this paper, a comprehensive survey is presented for MDS and MDS based localization techniques in WSNs, Internet of Things (IoT), cognitive radio networks, and 5G networks.  ...  Third, technical details of MDS techniques are covered along with its usage for localization systems.  ... 
arXiv:1906.03585v1 fatcat:n2erdwcivfgflncbrunexyidwi

A Summary Review of Wireless Sensors and Sensor Networks for Structural Health Monitoring

J. P. Lynch
2006 The Shock and vibration digest  
Rather, wireless sensors can play greater roles in the processing of structural response data; this feature can be utilized to screen data for signs of structural damage.  ...  In recent years, there has been an increasing interest in the adoption of emerging sensing technologies for instrumentation within a variety of structural systems.  ...  power-efficient data driven usage strategies.  ... 
doi:10.1177/0583102406061499 fatcat:dmalfe7ipfewlj6er4e2kjwwyi

A State-of-the-Art Survey on Multidimensional Scaling Based Localization Techniques

Nasir Saeed, Haewoon Nam, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2019 IEEE Communications Surveys and Tutorials  
Multidimensional scaling (MDS) is one of the dimensionality reduction technique which has been used extensively in the recent past for wireless networks localization.  ...  GPS works well for outdoor environments but fails in indoor and harsh environments.  ...  Third, technical details of MDS techniques are covered along with its usage for localization systems.  ... 
doi:10.1109/comst.2019.2921972 fatcat:5vaody5gybfproeakhrr5ch4eu

COfEE: A Comprehensive Ontology for Event Extraction from text [article]

Ali Balali, Masoud Asadpour, Seyed Hossein Jafari
2021 arXiv   pre-print
Moreover, in order to facilitate the preparation of gold-standard data for event extraction, a language-independent online tool is presented based on COfEE.  ...  To address these concerns, we propose an event ontology, namely COfEE, that incorporates both expert domain knowledge and a data-driven approach for identifying events from text.  ...  Also, the output of EE is a powerful source of information for predictive analyses [5, 25, 26].  ... 
arXiv:2107.10326v3 fatcat:fbflvlicvvhpnjtrsiy2t6u6xe
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