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pro vyhledávání: '"Alghali, Mustafa"'
We introduce a conditional Generative Adversarial Network (cGAN) approach to generate cloud reflectance fields (CRFs) conditioned on large scale meteorological variables such as sea surface temperature and relative humidity. We show that our trained
Externí odkaz:
http://arxiv.org/abs/2002.07579
Akademický článek
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Autor:
Ahmed AE; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan.; Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Khartoum, Khartoum, Sudan., Mpangase PT; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa., Panji S; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Baichoo S; Department of Digital Technologies, University of Mauritius, Reduit, Mauritius., Souilmi Y; Australian Centre for Ancient DNA, University of Adelaide, Adelaide, Australia., Fadlelmola FM; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan., Alghali M; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan., Aron S; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa., Bendou H; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., De Beste E; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Mbiyavanga M; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Souiai O; Institut Pasteur De Tunis and Institut Superieur des Technologies Médicales de Tunis, University Tunis Al Manar, Tunis, Tunisia., Yi L; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Zermeno J; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Armstrong D; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., O'Connor BD; Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, USA., Mainzer LS; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.; National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Crusoe MR; Common Workflow Language Project, Vilnius, Lithuania., Meintjes A; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Van Heusden P; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Botha G; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Joubert F; Centre for Bioinformatics and Computational Biology, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa., Jongeneel CV; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA., Hazelhurst S; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa.; School of Electrical & Information Engineering, University of the Witwatersrand, Johannesburg, South Africa., Mulder N; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa.
Publikováno v:
AAS open research [AAS Open Res] 2019 Aug 07; Vol. 1, pp. 9. Date of Electronic Publication: 2019 Aug 07 (Print Publication: 2018).
Autor:
Ahmed AE; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan.; Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Khartoum, Khartoum, Sudan., Mpangase PT; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa., Panji S; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Baichoo S; Department of Digital Technologies, University of Mauritius, Reduit, Mauritius., Souilmi Y; Australian Centre for Ancient DNA, University of Adelaide, Adelaide, Australia., Fadlelmola FM; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan., Alghali M; Centre for Bioinformatics and Systems Biology, Faculty of Science, University of Khartoum, Khartoum, Sudan., Aron S; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa., Bendou H; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., De Beste E; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Mbiyavanga M; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Souiai O; Institut Pasteur De Tunis and Institut Superieur des Technologies Médicales de Tunis, University Tunis Al Manar, Tunis, Tunisia., Yi L; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Zermeno J; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, USA., Armstrong D; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, USA., O'Connor BD; Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, USA., Mainzer LS; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, USA.; National Centre for Supercomputing Applications, University of Illinois at Urbana-Champaign, Champaign, IL, USA., Crusoe MR; Common Workflow Project, Vilnius, Lithuania., Meintjes A; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Van Heusden P; South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa., Botha G; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa., Joubert F; Centre for Bioinformatics and Computational Biology, Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria, South Africa., Jongeneel CV; Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Champaign, IL, USA., Hazelhurst S; Sydney Brenner Institute for Molecular Bioscience, University of the Witwatersrand, Johannesburg, South Africa.; School of Electrical & Information Engineering, University of the Witwatersrand, Johannesburg, South Africa., Mulder N; Computational Biology Division, Integrative Medical Biosciences, University of Cape Town, Cape Town, South Africa.
Publikováno v:
AAS open research [AAS Open Res] 2018 Apr 18; Vol. 1, pp. 9. Date of Electronic Publication: 2018 Apr 18 (Print Publication: 2018).