{"id":1206,"date":"2024-06-11T13:55:00","date_gmt":"2024-06-11T11:55:00","guid":{"rendered":"https:\/\/www.unioviedo.es\/fgs2024\/?page_id=1206"},"modified":"2024-06-14T14:37:53","modified_gmt":"2024-06-14T12:37:53","slug":"ms01-control-inverse-problems-and-machine-learning","status":"publish","type":"page","link":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/scientific-program\/ms01-control-inverse-problems-and-machine-learning\/","title":{"rendered":"MS01: Control, Inverse Problems and Machine Learning"},"content":{"rendered":"\nOptimal Control theory and Inverse Problems are nowadays well consolidated research\nareas among Spanish mathematicians and there are several groups in Spain with wide experience\nin this topics, that form the Spanish Network on control and inverse problems and machine learning\n(COPI2A). The traditional topics of the network combine theoretical and numerical aspects of controllability,\noptimal control for ODEs and PDEs, topological optimization, robust design and inverse\nproblems, together with modeling and applications in different areas. Recently, the mathematical\nanalysis of machine learning techniques and their applications has attracted the attention of different\nmembers as a new challenging topic.\nIn this session, researchers from different universities of this network will present their recent\nresults in this field, covering analysis, numerical methods, computational issues, machine learning and\napplications.<br>\n\n<strong>Mini symposium organizer:<\/strong><br>\nCarlos Castro (Universidad Polit\u00e9cnica de Madrid)<br>\n<\/p>\n<p>\n<strong>Session 1. Room A2, Tuesday 18:00-20:00.<\/strong><br>\n <strong>Chair:<\/strong> Carlos Castro (Universidad Polit\u00e9cnica de Madrid)<\/strong><br>\n<strong>Speakers:<\/strong><br>\nEnrique Fern\u00e1ndez-Cara (Universidad de Sevilla) <em>Two results on the control of fluids<\/em><br>\nFrancisco Guill\u00e9n-Gonz\u00e1lez (Universidad de Sevilla) <em>Some chemotaxis PDE-constrained optimal control problems. Analysis and approximation<\/em><br>\nJone Apraiz (Universidad del Pais Vasco) <em>Inverse problem for one-dimensional fluid-solid interaction model<\/em><br>\nAurea M. Mart\u00ednez Varela (Universidad de Vigo) <em>Algae for bioenergy: An optimal control approach<\/em><br>\n<\/p>\n<p>\n<strong>Session 2. Room A2, Wednesday 11:30-13:30.<\/strong><br>\n <strong>Chair:<\/strong> Anna Doubova (Universidad de Sevilla)<\/strong><br>\n<strong>Speakers:<\/strong><br>\nLino J. \u00c1lvarez V\u00e1zquez (Universidad de Vigo) <em>Optimizing the design of an ecological road corridor<\/em><br>\nMiguel E. V\u00e1zquez M\u00e9ndez (Universidad de Santiago de Compostela) <em>Mathematical programming for the geometric design of linear transport infrastructures<\/em><br>\nAlberto Dom\u00ednguez Corella (University of Erlangen-Nuremberg) <em>A random domain decomposition scheme for parabolic PDE constrained optimization problems<\/em><br>\nFrancisco Periago Esparza (Universidad de Cartagena) <em>Shape-programming in hyperelasticity through differential growth<\/em><br>\n<\/p>\n<p>\n<strong>Session 3. Room A2, Wednesday 17:30-19:30.<\/strong><br>\n <strong>Chair:<\/strong> Lino J. \u00c1lvarez V\u00e1zquez (Universidad de Vigo)<\/strong><br>\n<strong>Speakers:<\/strong><br>\nDom\u00e8nec Ruiz i Balet (Imperial College London) <em>Matching ensembles of measures with Transformers<\/em><br>\nJon Asier B\u00e1rcena-Petisco (Universidad del Pais Vasco) <em>Optimal control for neural ODE in a long time horizon and applications to the classification and ensemble controllability problems<\/em><br>\nNicolai Jork (University of T\u0308ubingen) <em>Finite element error analysis of affine optimal control problems<\/em><br>\nCarlos Castro (Universidad Polit\u00e9cnica de Madrid) <em>Numerical approximation of some inverse problems by spectral collocation<\/em><br>\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Optimal Control theory and Inverse Problems are nowadays well consolidated research areas among Spanish mathematicians and there are several groups&hellip; <\/p>\n","protected":false},"author":3,"featured_media":0,"parent":618,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1206","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/pages\/1206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/comments?post=1206"}],"version-history":[{"count":3,"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/pages\/1206\/revisions"}],"predecessor-version":[{"id":1260,"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/pages\/1206\/revisions\/1260"}],"up":[{"embeddable":true,"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/pages\/618"}],"wp:attachment":[{"href":"https:\/\/www.unioviedo.es\/fgs2024\/index.php\/wp-json\/wp\/v2\/media?parent=1206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}