{"id":28,"date":"2025-07-18T12:16:05","date_gmt":"2025-07-18T12:16:05","guid":{"rendered":"http:\/\/143.225.74.55\/?page_id=28"},"modified":"2026-03-09T19:14:26","modified_gmt":"2026-03-09T19:14:26","slug":"ettore-saetta","status":"publish","type":"page","link":"https:\/\/taarg.dii.unina.it\/index.php\/ettore-saetta\/","title":{"rendered":"Ettore Saetta"},"content":{"rendered":"\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile is-image-fill-element is-style-rounded\" style=\"border-style:none;border-width:0px;border-radius:0px;grid-template-columns:auto 32%\"><div class=\"wp-block-media-text__content\">\n<p class=\"has-large-font-size\"><strong>Ettore Saetta<\/strong>, PhD<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"785\" height=\"853\" src=\"http:\/\/143.225.74.55\/wp-content\/uploads\/2025\/07\/saetta_photo.jpeg\" alt=\"\" class=\"wp-image-120 size-full\" style=\"object-position:51% 32%\" srcset=\"https:\/\/taarg.dii.unina.it\/wp-content\/uploads\/2025\/07\/saetta_photo.jpeg 785w, https:\/\/taarg.dii.unina.it\/wp-content\/uploads\/2025\/07\/saetta_photo-276x300.jpeg 276w, https:\/\/taarg.dii.unina.it\/wp-content\/uploads\/2025\/07\/saetta_photo-768x835.jpeg 768w\" sizes=\"auto, (max-width: 785px) 100vw, 785px\" \/><\/figure><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Experience<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Assistant Professor (RTDa)<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Period<\/em>:         February 2025 &#8211; now<\/li>\n\n\n\n<li><em>Affiliation<\/em>:   <strong>University of Naples Federico II<\/strong> (Naples, IT)<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Post-doc<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Period<\/em>:         February 2024 &#8211; January 2025<\/li>\n\n\n\n<li><em>Affiliation<\/em>:   <strong>University of Naples Federico II<\/strong> (Naples, IT)<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Visiting Researcher<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Period<\/em>:        October 2023 &#8211; January 2024<\/li>\n\n\n\n<li><em>Affiliation<\/em>:   <strong>Stanford University <\/strong>(Stanford, CA, USA)<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Research fellow<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Employer<\/em>:   DII &#8211; University of Naples Federico II<\/li>\n\n\n\n<li><em>Period<\/em>:         June 2020 &#8211; July 2020<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Education<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PhD (Industrial Engineering)<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Period<\/em>:   November 2020 &#8211; February 2024<\/li>\n\n\n\n<li><em>Affiliation<\/em>: <strong>University of Naples Federico II<\/strong> (Naples, IT)<\/li>\n\n\n\n<li><em>Research Field<\/em>: Machine Learning, Aerodynamics<\/li>\n\n\n\n<li><em>Thesis Title<\/em>: Machine Learning in Aerodynamics: Clustering and Autoencoders for CFD Applications<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Master&#8217;s Degree (Aerospace Engineering)<\/strong>\n<ul class=\"wp-block-list\">\n<li><em>Date<\/em>: March 2020<\/li>\n\n\n\n<li><em>Affiliation<\/em>: <strong>University of Naples Federico II<\/strong> (Naples, IT)<\/li>\n\n\n\n<li><em>Field of Study<\/em>: Fluid Dynamics<\/li>\n\n\n\n<li><em>Final Grade<\/em>: 110\/110 with honors<\/li>\n\n\n\n<li><em>Thesis Title<\/em>: Implementation and validation of a new actuator disk model in SU2<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Awards<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>SearchOn Award &#8211; &#8220;<strong>AI for Future<\/strong>&#8221; @ Premio Nazionale dell&#8217;Innovazione 2025.<\/li>\n\n\n\n<li><strong>1st place Start Cup Campania 2025<\/strong>: startup competition.<\/li>\n\n\n\n<li><strong>Research Award 23-24<\/strong>: AI and Machine Learning (ICME, Stanford University).<\/li>\n\n\n\n<li>The <strong>Foundation Blanceflor<\/strong> Award (2023).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Teaching Activities<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2026 \u2013 Now<br><strong>Lecturer<\/strong> &#8211; <strong>Engineering Applications of Machine Learning<\/strong>, PhD course in Industrial Engineering, University of Naples Federico II, Naples, Italy<\/li>\n\n\n\n<li>2025 \u2013 Now<br><strong>Lecturer<\/strong> \u2013 <strong>ThermoFluid Dynamics<\/strong>, Aerospace Engineering Bachelor\u2019s degree, University of Naples Federico II, Naples, Italy<\/li>\n\n\n\n<li>2025 \u2013 Now<br><strong>Support student activities<\/strong> \u2013 Aircraft Design Project, Aerospace Engineering Master\u2019s degree, University of Naples Federico II, Naples, Italy<\/li>\n\n\n\n<li>2020 \u2013 Now<br><strong>Support student projects and thesis supervisor<\/strong> \u2013 Aerodynamics, Rotary Wings Aerodynamics, ThermoFluid Dynamics, Aerospace Engineering, University of Naples Federico II, Naples, Italy<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Institutional Responsibilities<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2025 \u2013 Now<br><strong>Faculty member<\/strong>, Department of Industrial Engineering, University of Naples Federico II, Naples, Italy<\/li>\n\n\n\n<li>2025<br>Member of the <strong>committee<\/strong> for the awarding of <strong>research fellowships<\/strong> at the Department of Industrial Engineering of the University of Naples Federico II<\/li>\n\n\n\n<li>2025 \u2013 Now<br>Member of the <strong>committee<\/strong> for <strong>Master&#8217;s and Bachelor&#8217;s degree<\/strong> sessions at the University pf Naples Federico II<\/li>\n\n\n\n<li>2025 \u2013 Now<br><strong>Mentor for Bachelor\u2019s degree<\/strong> students within the Mentorship program promoted by the Department of Industrial Engineering, University pf Naples Federico II<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Research Projects<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2025<br>Member of research group \u2013 <strong>ARTEA2<\/strong> (Autoencoders for Real Time Exact Aerodynamics 2), ISCRA type B project. Joint Project with the University of Naples Federico II, the Stanford University and the Italian Institute of Technology (IIT)<\/li>\n\n\n\n<li>2024<br>Principal Investigator \u2013 <strong>AESTAR<\/strong> (AutoEncoder with Sequential Training and Adaptive Resolution), ISCRA type C project. Joint Project with the University of Naples Federico II, the Stanford University and the Italian Institute of Technology (IIT)<\/li>\n\n\n\n<li>2023<br>Member of research group \u2013 <strong>ARTEA<\/strong> (Autoencoders for Real Time Exact Aerodynamics), ISCRA type C project. Joint Project with the University of Naples Federico II and the Stanford University<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Organization of Scientific Meetings<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2025<br>Principal organizer: <strong>minisimposium<\/strong> \u201cAutoencoders for Fluid Mechanics and More\u201d at Digital Twins in Engineering &amp; Artificial Intelligence and Computational Methods in Applied Science (DTE \u2013 AICOMAS), February 17-21, 2025, Paris, France.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Reviewing Activities<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2021 &#8211; Now<br><strong>Reviewer<\/strong>: AIAA Journal; Physical Review E.; Physical Review Fluids; Physics of Fluids; International Journal of Heat and Fluid Flow; International Journal of Computational Fluid Dynamics.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Memberships of Scientific Societies<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>2026 &#8211; Now<br>Member of <strong>SIMAI<\/strong> \u2013 Societ\u00e0 Italiana di Matematica Applicata e Industriale.<br>Proponent of SIMAI Activity Group: Surrogate Models and Digital Twins (ROM-DT).<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Publications<\/strong><\/h3>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Journal Articles<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li>E. Saetta, R. Tognaccini, G. Iaccarino. &#8220;Uncertainty Quantification in Autoencoders Predictions: Applications in Aerodynamics&#8221;, <em>Journal of Computational Physics<\/em>, Vol. 506, (2024) 112951.<br>DOI: <a href=\"https:\/\/doi.org\/10.1016\/j.jcp.2024.112951\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.1016\/j.jcp.2024.112951<\/mark><\/a><\/li>\n\n\n\n<li>E. Saetta, R. Tognaccini, G. Iaccarino. &#8220;Machine Learning to Predict Aerodynamic Stall&#8221;, <em>International Journal of Computational Fluid Dynamics<\/em>, 36:7, 641-654 (2023).<br>DOI: <a href=\"https:\/\/doi.org\/10.1080\/10618562.2023.2171021\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.1080\/10618562.2023.2171021<\/mark><\/a><\/li>\n\n\n\n<li>E. Saetta, R. Tognaccini. &#8220;Identification of Flowfield Regions by Machine Learning&#8221;, <em>AIAA Journal<\/em>, 61:4, 1503-1518 (2023).<br>DOI: <a href=\"https:\/\/doi.org\/10.2514\/1.J061907\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/1.J061907<\/mark><\/a><\/li>\n\n\n\n<li>L. Russo, E. Saetta, R. Tognaccini, G. Dacome, L. Demasi. &#8220;Aerodynamic Analysis of a Box Winglet: Viscous and Compressible Flow Predictions&#8221;, <br><em>Aerotecnica Missili &amp; Spazio<\/em>, <strong>101<\/strong>, 321\u2013334 (2022).<br>DOI: <a href=\"https:\/\/doi.org\/10.1007\/s42496-022-00125-6\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.1007\/s42496-022-00125-6<\/mark><\/a><\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Conference Proceedings<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li><span style=\"text-decoration: underline;\">E. Saetta,<\/span> R. Tognaccini, G. Iaccarino. &#8220;AbbottAE: An Autoencoder for Airfoil Aerodynamics&#8221;, <em>AIAA AVIATION 2023 FORUM<\/em>, 12\u201316 June 2023, San Diego, CA (USA). DOI: <a href=\"https:\/\/doi.org\/10.2514\/6.2023-4364\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/6.2023-4364<\/mark><\/a><\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">B. Mele<\/span>, E. Saetta, R. Tognaccini. &#8220;Analysis of riblets modeling for aeronautical applications&#8221;, <em>AIAA AVIATION 2023 FORUM<\/em>, 12\u201316 June 2023, San Diego, CA (USA). DOI: <a href=\"https:\/\/doi.org\/10.2514\/6.2023-3748\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/6.2023-3748<\/mark><\/a><\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini. &#8220;Identification of flow field regions by Machine Learning&#8221;, AIAA 2022-0457, <em>AIAA SCITECH 2022 Forum<\/em>, 3-7 January 2022. DOI: <a href=\"https:\/\/doi.org\/10.2514\/6.2022-0457\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/6.2022-0457<\/mark><\/a><\/li>\n\n\n\n<li>L. Russo, <span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Dacome, L. Demasi. &#8220;Best Winglet of Minimum Induced Drag: Viscous and Compressible Flow Predictions&#8221;, AIAA 2021-2544, <em>AIAA AVIATION 2021 FORUM<\/em>, 2-6 August 2021. DOI: <a href=\"https:\/\/doi.org\/10.2514\/6.2021-2544\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/6.2021-2544<\/mark><\/a><\/li>\n\n\n\n<li>R. Tognaccini, <span style=\"text-decoration: underline;\">E. Saetta<\/span>, B. Mele. &#8220;Aerodynamic force breakdown: Thermodynamic vs Vortex-force methods&#8221;, AIAA 2021-2553, <em>AIAA AVIATION 2021 FORUM<\/em>, 2-6 August 2021. DOI: <a href=\"https:\/\/doi.org\/10.2514\/6.2021-2553\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/doi.org\/10.2514\/6.2021-2553<\/mark><\/a><\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Conference Presentations<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, A. Paolino,&nbsp;R. Tognaccini,&nbsp;D. Pucci,&nbsp;G. Iaccarino. &#8220;Mapping CFD Simulations to ML Convolutions&#8221;, <em>Societ\u00e0 Italiana di Matematica Applicata e Industriale (SIMAI) 2025<\/em>, 1-5 September 2025, Trieste, Italy.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Iaccarino. &#8220;Autoencoders: towards a physical interpretation of the latent space&#8221;, <em>Mathematical and Scientific Machine Learning (MSML)<\/em> 2025, August 4-8, 2025, Naples, Italy.<\/li>\n\n\n\n<li>E. Saetta, R. Tognaccini, <span style=\"text-decoration: underline;\">G. Iaccarino<\/span>. &#8220;Autoencoders for multi-fidelity data: applications in aerodynamics&#8221;, <em>18th U.S. National congress on computational mechanics<\/em>, July 20-24, 2025, Chicago, Illinois<strong>.<\/strong><\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, M. Massa, R. Tognaccini, G. Iaccarino. &#8220;Multi-fidelity Autoencoders: RANS-LES jet flow predictions&#8221;, <em>ERCOFTAC-EuroMech Colloquium 629, Data-Driven Fluid Mechanics<\/em>, 2-4 April 2025, London, UK.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">T. Zahtila<\/span>, E. Saetta, D. Rossinelli, G. Iaccarino. &#8220;Learning Unsteady Trajectories in a Latent Space for Studying Ignition in Rocket Combustors&#8221;,  <em>DTE-AICOMAS<\/em> 2025 February 17-21, 2025, Paris, France.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Iaccarino. &#8220;Autoencoders for Aerodynamic Predictions&#8221;, <em>GNCS-SIAM Chapters Meeting for Young Researchers in Numerical Analysis and Applied Mathematics<\/em>, February 10\u201311, 2025, Pavia, Italy.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Iaccarino. &#8220;Sequentially Trained Autoencoder for efficient Latent Decomposition&#8221;, 1<em>st European Fluid Dynamics Conference<\/em> (EFDC1), 16-20 September 2024, Aachen, Germany.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">R. Tognaccini<\/span>, E. Saetta, Gianluca Iaccarino. &#8220;Can autoencoders derive airfoil theory?&#8221;, <em>1st European Fluid Dynamics Conference<\/em> (EFDC1), 6 16-20 September 2024, Aachen, Germany.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, Gianluca Iaccarino. &#8220;Multi-fidelity Autoencoders in Aerodynamics&#8221;,<em> XXVI AIMETA Congress<\/em>, 2-6 September 2024, Napoli, Italy.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, Gianluca Iaccarino. &#8220;Aerodynamic predictions under uncertainty using Autoencoders&#8221;, <em>9th ECCOMAS Congress<\/em>, 3-7 June 2024, Lisbon, Portugal.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span> and R. Tognaccini. &#8220;Towards a \u201dheadache-free\u201d flow region selection&#8221;, <em>57th 3AF International Conference on Applied Aerodynamics<\/em> (AERO2023), 29-31 March 2023, Bordeaux, France.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Iaccarino. &#8220;Towards Predicting Dynamic Stall using Machine Learning Tools&#8221;, <em>14th European Fluid Mechanics Conference<\/em>, 13-16 September 2022, Athens, Greece.<br>URL: <a href=\"http:\/\/143.225.74.55\/?page_id=186\" data-type=\"page\" data-id=\"186\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/www.efmc14.org\/EFMC14 ABSTRACT BOOK.pdf<\/mark><\/a>.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, R. Tognaccini, G. Iaccarino. &#8220;Can autoencoders predict airfoil stall?&#8221;, <em>IUTAM Symposium on Data-driven modeling and optimization in fluid mechanics<\/em>, 15-17 June 2022, Aarhus C, Denmark.<br>URL:<a href=\" https:\/\/conferences.au.dk\/iutam\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\"> https:\/\/conferences.au.dk\/iutam<\/mark><\/a>.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span> and R. Tognaccini. &#8220;Drag breakdown of SU2 solutions around aircraft&#8221;, <em>SU2 2nd Annual Conference<\/em>, Virtual event, 12-14 July 2021.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span> and R. Tognaccini. &#8220;Aerodynamic Force Breakdown: State-of-the-art of Far Field Methods&#8221;, <em>XXVI International Congress AIDAA<\/em> &#8211; Virtual Event, August 31st &#8211; September 3rd, 2021.<\/li>\n\n\n\n<li><span style=\"text-decoration: underline;\">E. Saetta<\/span>, L. Russo and R. Tognaccini. &#8220;Implementation and validation of a new actuator disk model in SU2&#8221; , <em>SU2 1st Annual Conference<\/em>, Virtual event, 10-12 June 2020.<br>URL: <a href=\"https:\/\/su2foundation.org\/wp-content\/uploads\/2021\/10\/SU2 paper UniNa withHeader-1.pdf\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-3-color\">https:\/\/su2foundation.org\/wp-content\/uploads\/2021\/10\/SU2 paper UniNa withHeader-1.pdf<\/mark><\/a>.<\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Seminars<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li>15\/12\/2025 &#8211; SISSA (International School of Advanced Studies), Trieste, Italy &#8211; &#8220;Autoencoder embeddings: retrieving useful information from a latent space&#8221;.<\/li>\n\n\n\n<li>08\/11\/2024 &#8211; SISSA (International School of Advanced Studies), Trieste, Italy &#8211; &#8220;Autoencoders for predicting Aerodynamic phenomena&#8221;.<\/li>\n\n\n\n<li>06\/09\/2024 &#8211; Universidade Federal do Rio de Janeiro (Online) &#8211; &#8220;Multi-fidelity Autoencoders for Aerodynamic analyses&#8221;.<\/li>\n\n\n\n<li>08\/08\/2024 &#8211; University of Melbourne (Online) &#8211; &#8220;Multi-fidelity Autoencoders for Aerodynamic analyses&#8221;.<\/li>\n\n\n\n<li>19\/07\/2024 &#8211; Politecnico di Torino, Torino, Italy &#8211; &#8220;Autoencoder for Aerodynamic predictions&#8221;.<\/li>\n\n\n\n<li>07\/03\/2024 &#8211; CIRA (Italian Aerospace Research Center), Capua, Italy &#8211; &#8220;Machine Learning in Aerodynamics: Clustering and Autoencoders for CFD Applications&#8221;.<\/li>\n\n\n\n<li>20\/01\/2023 &#8211; Imperial College London (Online) &#8211; &#8220;Towards predicting the underlying physics of phenomena using autoencoders&#8221;.<\/li>\n\n\n\n<li>26\/02\/2020 &#8211; CIRA (Italian Aerospace Research Center), Capua, Italy &#8211; &#8220;Implementation and validation of a new actuator disk model in SU2&#8221;.<\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Miscellaneous<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li>T. Zahtila, E. Saetta, D. Brouzet, M. Cutforth, D. Rossinelli AND G. Iaccarino, &#8220;<em>Neural ordinary differential equation based representation of unsteady laser-deposited energy kernels<\/em>&#8220;, Annual Research Brief, Center for Turbulence Research, Stanford University (2024).<\/li>\n\n\n\n<li>E. Saetta, R. Tognaccini and G. Iaccarino. &#8220;<em>AutoEncoders with Sequential Training and Adaptive Resolution<\/em>&#8220;, pre-print SSRN <a href=\"https:\/\/dx.doi.org\/10.2139\/ssrn.4898782\">http:\/\/dx.doi.org\/10.2139\/ssrn.4898782<\/a> , (2024).<\/li>\n\n\n\n<li>M. Benjamin, E. Saetta, C. Ivey, S. Bose, F. Ham and G. Iaccarino. &#8220;<em>Parametric representation and surrogate modeling of drag for a realistic automotive geometry<\/em>&#8220;, Annual Research Brief, Center for Turbulence Research, Stanford University (2023).<\/li>\n<\/ul>\n<\/details>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Contacts<\/strong><\/h3>\n\n\n\n<p>e-mail: ettore.saetta@unina.it<br><br>University of Naples Federico II<br>Department of Industrial Engineering<br>Piazzale V. Tecchio 80<br>80125, Napoli, ITALIA<br>Tel: 0817682184<\/p>\n\n\n\n<ul class=\"wp-block-social-links is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-linkedin  wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/in\/ettore-saetta-98b34010b\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ettore Saetta, PhD Experience Education Awards Teaching Activities Institutional Responsibilities Research Projects Organization of Scientific Meetings Reviewing Activities Memberships of Scientific Societies Publications Contacts e-mail: ettore.saetta@unina.it University of Naples Federico IIDepartment of Industrial EngineeringPiazzale V. Tecchio 8080125, Napoli, ITALIATel: 0817682184<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/pages\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/comments?post=28"}],"version-history":[{"count":41,"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/pages\/28\/revisions"}],"predecessor-version":[{"id":242,"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/pages\/28\/revisions\/242"}],"wp:attachment":[{"href":"https:\/\/taarg.dii.unina.it\/index.php\/wp-json\/wp\/v2\/media?parent=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}