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E.\n                      Air Quality Research Center\u2013IMPROVE\n                      ; https:\/\/airquality.ucdavis.edu\/improve (accessed Dec 13, 2024)."},{"key":"ref12\/cit12","unstructured":"Prokhorenkova, L.; Gusev, G.; Vorobev, A.; Dorogush, A. V.; Gulin, A. CatBoost: Unbiased boosting with categorical features.\n                      Proceedings of the 32nd International Conference on Neural Information Processing Systems (NIPS\u201918)\n                      ; Curran Associates, Inc.: Red Hook, NY, 2018; pp 6639\u20136649."},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.6b05500"},{"key":"ref14\/cit14","unstructured":"CAMx Model\n                      ; https:\/\/www.camx.com\/home\/ (accessed Dec 13, 2024)."},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-D-15-00308.1"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.5194\/essd-14-491-2022"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1007\/BF01099919"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.5194\/acp-19-3747-2019"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"issue":"85","key":"ref20\/cit20","first-page":"2825","volume":"12","author":"Pedregosa F.","year":"2011","journal-title":"J. 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Auto-Encoding Variational Bayes.\n                      Proceedings of the 2nd International Conference on Learning Representations (ICLR 2014)\n                      ; Banff, Alberta, Canada, April 14\u201316, 2014."},{"key":"ref25\/cit25","volume-title":"Deep Learning","author":"Goodfellow I.","year":"2016"},{"key":"ref26\/cit26","unstructured":"Paszke, A.; Gross, S.; Massa, F.; Lerer, A.; Bradbury, J.; Chanan, G.; et al. PyTorch: An imperative style, high-performance deep learning library.\n                      Proceedings of the 33rd International Conference on Neural Information Processing Systems\n                      ; Curran Associates, Inc.: Red Hook, NY, 2019."},{"key":"ref27\/cit27","unstructured":"Ioffe, S.; Szegedy, C. Batch normalization: accelerating deep network training by reducing internal covariate shift.\n                      Proceedings of the 32nd International Conference on International Conference on Machine Learning (ICML\u201915)\n                      ; Lille, France, July 6\u201311, 2015; Vol. 37, pp 448\u201356."},{"issue":"56","key":"ref28\/cit28","first-page":"1929","volume":"15","author":"Srivastava N.","year":"2014","journal-title":"J. Mach Learn Res."},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_5"},{"key":"ref30\/cit30","unstructured":"Higgins, I.; Matthey, L.; Pal, A.; Burgess, C.; Glorot, X.; Botvinick, M.; et al. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. 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