{"id":226576,"date":"2024-07-18T11:38:51","date_gmt":"2024-07-18T09:38:51","guid":{"rendered":"http:\/\/cimne.local\/machine-learning-and-models-in-hydro-environmental-engineering\/"},"modified":"2025-12-10T11:09:00","modified_gmt":"2025-12-10T10:09:00","slug":"aprendizaje-automatico-modelos-ingenieria-hidroambiental","status":"publish","type":"page","link":"https:\/\/cimne.com\/es\/investigacion\/clusters-de-investigacion\/aprendizaje-automatico-modelos-ingenieria-hidroambiental\/","title":{"rendered":"Aprendizaje Autom\u00e1tico y Modelos en Ingenier\u00eda Hidroambiental"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; disabled_on=\u00bboff|off|off\u00bb admin_label=\u00bbIntro desktop\u00bb module_id=\u00bbfirst-section\u00bb _builder_version=\u00bb4.27.3&#8243; positioning=\u00bbnone\u00bb custom_margin=\u00bb0px||0px||false|false\u00bb custom_padding=\u00bb0px||0px||false|false\u00bb hover_enabled=\u00bb0&#8243; border_width_all=\u00bb1px\u00bb border_color_all=\u00bb#d9d9d9&#8243; border_width_top=\u00bb1px\u00bb border_color_top=\u00bb#d9d9d9&#8243; border_width_right=\u00bb1px\u00bb border_color_right=\u00bb#d9d9d9&#8243; border_width_left=\u00bb1px\u00bb border_color_left=\u00bb#d9d9d9&#8243; collapsed=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;][et_pb_row column_structure=\u00bb2_3,1_3&#8243; _builder_version=\u00bb4.27.3&#8243; _module_preset=\u00bbc7c24b71-68f1-4ba2-bc79-49dcbcce5ea1&#8243; custom_margin_tablet=\u00bb\u00bb custom_margin_phone=\u00bb\u00bb custom_margin_last_edited=\u00bbon|phone\u00bb hover_enabled=\u00bb0&#8243; global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;][et_pb_column type=\u00bb2_3&#8243; _builder_version=\u00bb4.27.3&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; custom_padding=\u00bb0px|3%||3%|false|true\u00bb custom_padding_tablet=\u00bb0px|3%||3%|false|true\u00bb custom_padding_phone=\u00bb0px|3%||3%|false|true\u00bb custom_padding_last_edited=\u00bbon|desktop\u00bb hover_enabled=\u00bb0&#8243; border_width_right=\u00bb1px\u00bb border_color_right=\u00bb#d9d9d9&#8243; border_width_right_tablet=\u00bb0px\u00bb border_width_right_phone=\u00bb0px\u00bb border_width_right_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;][et_pb_divider color=\u00bb#004996&#8243; divider_position=\u00bbcenter\u00bb _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb85px\u00bb module_alignment=\u00bbleft\u00bb custom_margin=\u00bb||0px||false|false\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][et_pb_text admin_label=\u00bbSubtitle\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bb0cd9f80c-570e-4179-9fd1-d5366dd9bb29&#8243; global_colors_info=\u00bb{}\u00bb]Cl\u00faster de investigaci\u00f3n[\/et_pb_text][et_pb_heading title=\u00bb@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@\u00bb admin_label=\u00bbH1&#8243; _builder_version=\u00bb4.27.5&#8243; _dynamic_attributes=\u00bbtitle\u00bb _module_preset=\u00bb4c5ef66f-50cd-42c5-b88c-a74fdcea313a\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_heading][et_pb_text admin_label=\u00bbTitle\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bb6d55416f-9dec-40a9-9718-5879084be1a8&#8243; global_colors_info=\u00bb{}\u00bb]Punto de contacto[\/et_pb_text][et_pb_text admin_label=\u00bbContact point\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bbf199e95e-376a-4f66-b51b-482255312542&#8243; global_colors_info=\u00bb{}\u00bb]Fernando Salazar[\/et_pb_text][et_pb_text admin_label=\u00bbTitle\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bb6d55416f-9dec-40a9-9718-5879084be1a8&#8243; global_colors_info=\u00bb{}\u00bb]L\u00edderes acad\u00e9micos[\/et_pb_text][et_pb_text admin_label=\u00bbAcademic Leaders\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bbf199e95e-376a-4f66-b51b-482255312542&#8243; global_colors_info=\u00bb{}\u00bb]Fernando Salazar, Ernest Blad\u00e9[\/et_pb_text][et_pb_text admin_label=\u00bbTitle\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bb6d55416f-9dec-40a9-9718-5879084be1a8&#8243; global_colors_info=\u00bb{}\u00bb]Asesores externos[\/et_pb_text][et_pb_text admin_label=\u00bbExternal Advisors\u00bb _builder_version=\u00bb4.27.5&#8243; _module_preset=\u00bbf199e95e-376a-4f66-b51b-482255312542&#8243; custom_padding=\u00bb0px||32px||false|false\u00bb global_colors_info=\u00bb{}\u00bb]Francisco Chinesta, Manolis Papadrakakis[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00bb1_3&#8243; _builder_version=\u00bb4.27.3&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; custom_padding=\u00bb0px|3%||3%|false|true\u00bb custom_padding_tablet=\u00bb0px|6%||6%|false|true\u00bb custom_padding_phone=\u00bb||||false|true\u00bb border_width_right_tablet=\u00bb0px\u00bb border_width_right_phone=\u00bb0px\u00bb border_width_right_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/cimne.com\/wp-content\/uploads\/2025\/05\/rc2_img.jpg\u00bb title_text=\u00bbrc2_img\u00bb force_fullwidth=\u00bbon\u00bb module_class=\u00bbfit-img\u00bb _builder_version=\u00bb4.27.4&#8243; 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admin_label=\u00bbOverview Tab\u00bb module_class=\u00bboverview-content tab-content\u00bb _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbfed47f3e-3ebe-4259-a156-523c8e0b8966&#8243; collapsed=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bbc7c24b71-68f1-4ba2-bc79-49dcbcce5ea1&#8243; custom_margin=\u00bb|0px||0px|false|false\u00bb custom_padding=\u00bb50px|0px|50px|0px|true|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb text_text_color=\u00bb#004996&#8243; text_font_size=\u00bb1.5rem\u00bb text_line_height=\u00bb1.8rem\u00bb width=\u00bb50%\u00bb width_tablet=\u00bb100%\u00bb width_phone=\u00bb100%\u00bb width_last_edited=\u00bbon|desktop\u00bb custom_margin=\u00bb||||true|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><span data-sheets-root=\"1\">El cl\u00faster combina modelizaci\u00f3n num\u00e9rica, aprendizaje autom\u00e1tico e instalaciones de laboratorio especializadas para abordar retos complejos en ingenier\u00eda hidr\u00e1ulica y medioambiental. Integra el Instituto FLUMEN del CIMNE y la UPC, aprovechando un Laboratorio especializado de Din\u00e1mica Fluvial e Ingenier\u00eda Hidrol\u00f3gica para realizar pruebas in situ. <\/span><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bb1px Line Row\u00bb _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb100%\u00bb max_width=\u00bb2500px\u00bb custom_margin=\u00bb0px||0px||true|false\u00bb custom_padding=\u00bb0px||0px||true|false\u00bb collapsed=\u00bbon\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_divider show_divider=\u00bboff\u00bb _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb100%\u00bb height=\u00bb0px\u00bb custom_margin=\u00bb0px||0px||true|false\u00bb custom_padding=\u00bb0px||0px||true|false\u00bb border_width_bottom=\u00bb1px\u00bb border_color_bottom=\u00bb#d9d9d9&#8243; global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_3,1_3,1_3&#8243; _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbc7c24b71-68f1-4ba2-bc79-49dcbcce5ea1&#8243; custom_margin=\u00bb|0px||0px|false|false\u00bb custom_padding=\u00bb50px|0px|50px|0px|false|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_3&#8243; _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; global_colors_info=\u00bb{}\u00bb][\/et_pb_column][et_pb_column type=\u00bb1_3&#8243; _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>El Cl\u00faster de Investigaci\u00f3n en Aprendizaje Autom\u00e1tico y Modelos en Ingenier\u00eda Hidroambiental se especializa en la resoluci\u00f3n de problemas pr\u00e1cticos relacionados con la ingenier\u00eda hidr\u00e1ulica e hidrol\u00f3gica mediante una combinaci\u00f3n innovadora de modelos num\u00e9ricos de base f\u00edsica, enfoques de aprendizaje autom\u00e1tico basados en datos y pruebas de laboratorio. El cl\u00faster incluye el Laboratorio especializado de Din\u00e1mica Fluvial e Ingenier\u00eda Hidrol\u00f3gica de FLUMEN, que proporciona instalaciones experimentales especializadas para pruebas a escala de modelos de problemas din\u00e1micos e hidr\u00e1ulicos fluviales. <\/p>\n<p><\/p>\n<p>Utilizando modelos hidr\u00e1ulicos de aguas poco profundas para la din\u00e1mica fluvial y la evaluaci\u00f3n del riesgo de inundaciones, modelos tridimensionales de elementos finitos para el an\u00e1lisis estructural e hidr\u00e1ulico de presas, y t\u00e9cnicas punteras de aprendizaje autom\u00e1tico para el an\u00e1lisis de datos de seguimiento y la mejora de modelos, el grupo ofrece soluciones integrales a complejos retos hidroambientales. La integraci\u00f3n de estas diversas metodolog\u00edas permite mejorar la precisi\u00f3n de los modelos hidrol\u00f3gicos e hidr\u00e1ulicos. <\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00bb1_3&#8243; _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bb56e57fde-4561-4cf6-a771-0a733a7201b1&#8243; global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>M\u00e1s all\u00e1 de su enfoque central, el cl\u00faster aplica su experiencia a \u00e1reas interdisciplinares como el comportamiento del balasto ferroviario, la predicci\u00f3n de deslizamientos de tierras, la optimizaci\u00f3n de procesos avanzados de desinfecci\u00f3n de aguas residuales y la predicci\u00f3n de la calidad del aire. 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Integra el Instituto FLUMEN del CIMNE y la UPC, aprovechando un Laboratorio especializado de Din\u00e1mica Fluvial e Ingenier\u00eda Hidrol\u00f3gica [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":234409,"parent":226584,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","slim_seo":{"title":"Aprendizaje Autom\u00e1tico y Modelos en Ingenier\u00eda Hidroambiental - CIMNE","description":"Cl\u00faster de investigaci\u00f3nPunto de contactoFernando SalazarL\u00edderes acad\u00e9micosFernando Salazar, Ernest Blad\u00e9Asesores externosFrancisco Chinesta, Manolis Papadrakak"},"footnotes":""},"class_list":["post-226576","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/pages\/226576","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/comments?post=226576"}],"version-history":[{"count":0,"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/pages\/226576\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/pages\/226584"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/media\/234409"}],"wp:attachment":[{"href":"https:\/\/cimne.com\/es\/wp-json\/wp\/v2\/media?parent=226576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}