{"id":14942,"date":"2025-04-21T08:03:21","date_gmt":"2025-04-21T13:03:21","guid":{"rendered":"https:\/\/uwm.edu\/math\/?post_type=tribe_events&p=14942"},"modified":"2025-04-21T08:03:21","modified_gmt":"2025-04-21T13:03:21","slug":"ms-thesis-defense-mr-luis-hasenauer","status":"publish","type":"tribe_events","link":"https:\/\/uwm.edu\/math\/event\/ms-thesis-defense-mr-luis-hasenauer\/","title":{"rendered":"MS Thesis Defense: Mr. Luis Hasenauer"},"content":{"rendered":"

\"\"Bootstrap-Based Robustness Analysis of Parameter Optimization in Climate Models Using QuadTune<\/h1>\n

Luis Hasenauer
\nGraduate Student<\/em>
\nUniversity of Wisconsin-Milwaukee<\/p>\n

Tuning the parameters of climate models is essential for improving their performance, but this process is often complicated by structural limitations, overfitting, and trade-offs between different regions or variables. In my thesis, I combined the QuadTune optimization framework with nonparametric bootstrap resampling to analyze parameter uncertainty and identify tuning conflicts.<\/p>\n

Advisor:
\nVincent Larson<\/p>\n

Committee Members:
\nDavid Spade, Daniel Gervini<\/p>\n","protected":false},"excerpt":{"rendered":"

Bootstrap-Based Robustness Analysis of Parameter Optimization in Climate Models Using QuadTune Luis Hasenauer Graduate Student University of Wisconsin-Milwaukee Tuning the parameters of climate models is essential for improving their performance, but this process is often complicated by structural limitations, overfitting, …<\/p>\n","protected":false},"author":4217,"featured_media":0,"template":"","meta":{"_acf_changed":false,"_tribe_events_status":"","_tribe_events_status_reason":"","_tribe_events_is_hybrid":"","_tribe_events_is_virtual":"","_tribe_events_virtual_video_source":"","_tribe_events_virtual_embed_video":"","_tribe_events_virtual_linked_button_text":"","_tribe_events_virtual_linked_button":"","_tribe_events_virtual_show_embed_at":"","_tribe_events_virtual_show_embed_to":[],"_tribe_events_virtual_show_on_event":"","_tribe_events_virtual_show_on_views":"","_tribe_events_virtual_url":"","footnotes":"","uwm_wg_additional_authors":[]},"tags":[],"tribe_events_cat":[64],"class_list":["post-14942","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-graduate-student-defenses","cat_graduate-student-defenses"],"yoast_head":"\nMathematical Sciences<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uwm.edu\/math\/event\/ms-thesis-defense-mr-luis-hasenauer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MS Thesis Defense: Mr. Luis Hasenauer\" \/>\n<meta property=\"og:description\" content=\"Bootstrap-Based Robustness Analysis of Parameter Optimization in Climate Models Using QuadTune Luis Hasenauer Graduate Student University of Wisconsin-Milwaukee Tuning the parameters of climate models is essential for improving their performance, but this process is often complicated by structural limitations, overfitting, …\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uwm.edu\/math\/event\/ms-thesis-defense-mr-luis-hasenauer\/\" \/>\n<meta property=\"og:site_name\" content=\"Mathematical Sciences\" \/>\n<meta property=\"og:image\" content=\"https:\/\/uwm.edu\/math\/wp-content\/uploads\/sites\/112\/2025\/04\/BANNER-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"984\" \/>\n\t<meta property=\"og:image:height\" content=\"504\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/math\\\/event\\\/ms-thesis-defense-mr-luis-hasenauer\\\/\",\"url\":\"https:\\\/\\\/uwm.edu\\\/math\\\/event\\\/ms-thesis-defense-mr-luis-hasenauer\\\/\",\"name\":\"MS Thesis Defense: Mr. Luis Hasenauer - 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