{"id":2164007,"date":"2026-09-25T17:25:36","date_gmt":"2026-09-25T14:25:36","guid":{"rendered":"https:\/\/analyse.optim.biz\/?p=2164007"},"modified":"2026-09-25T17:25:36","modified_gmt":"2026-09-25T14:25:36","slug":"dr-ing-dragos-d-margineantu-absolvent-de-frunte-al-upt-ai-chief-technologist-la-boeing-doctor-honoris-causa-al-universitatii-care-l-a-format","status":"publish","type":"post","link":"https:\/\/analyse.optim.biz\/?p=2164007","title":{"rendered":"Dr. ing. Drago\u0219 D. M\u0103rginean\u021bu, absolvent de frunte al UPT, AI Chief Technologist la Boeing, Doctor Honoris Causa al universit\u0103\u021bii care l-a format"},"content":{"rendered":"<p>[analyse_image type=&#8221;featured&#8221; src=&#8221;https:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/DHC-Dragos-Margineantu-7-728&#215;336.jpghttps:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/DHC-Dragos-Margineantu-7.jpg&#8221;]<\/p>\n<div class=\"the_content\">\n<p>Senatul Universit\u0103\u021bii Politehnica Timi\u0219oara s-a \u00eentrunit joi, 24 septembrie 2026, \u00een \u0219edin\u021b\u0103 festiv\u0103, pentru a conferi cea mai \u00eenalt\u0103 distinc\u021bie pe care o poate acorda o institu\u021bie de \u00eenv\u0103\u021b\u0103m\u00e2nt superior, titlul academic de Doctor Honoris Causa, domnului dr. ing. Drago\u0219 D. M\u0103rginean\u021bu, AI Chief Technologist \u0219i Senior Technical Fellow al companiei The Boeing Company din Statele Unite ale Americii.<\/p>\n<p>Prestigiosul titlu nu \u00eenseamn\u0103 doar recunoa\u0219terea meritelor \u0219tiin\u021bifice \u0219i academice, ci este, deopotriv\u0103, expresia pre\u021buirii pentru caracterul, generozitatea intelectual\u0103 \u0219i cultura larg\u0103 a celui care \u00eel prime\u0219te. Ceremonia de la Universitatea Politehnica Timi\u0219oara a avut \u00eens\u0103 \u0219i un sens aparte: acela al unei \u00eentoarceri acas\u0103.<\/p>\n<p>Cariera lui Drago\u0219 D. M\u0103rginean\u021bu, una care a ajuns p\u00e2n\u0103 la dezvoltarea unor sisteme pentru aeronave autonome \u0219i \u00een laboratoarele de cercetare \u00een inteligen\u021b\u0103 artificial\u0103 ale unora dintre cele mai importante institu\u021bii academice \u0219i companii din lume, a \u00eenceput la Timi\u0219oara, \u00eentre zidurile Politehnicii care l-a format.<\/p>\n<p>\u00cen deschiderea evenimentului, rectorul Universit\u0103\u021bii Politehnica Timi\u0219oara, conf. univ. dr. ing. Florin Dr\u0103gan, a evocat, cu emo\u021bie, modul \u00een care a evoluat rela\u021bia cu fostul s\u0103u coleg de genera\u021bie \u0219i de facultate, m\u0103rturisind c\u0103 a fost mereu impresionat de energia pozitiv\u0103 pe care o degaj\u0103 Drago\u0219 D. M\u0103rginean\u021bu. Rectorul UPT a amintit, de asemenea, sprijinul pe care acesta l-a oferit universit\u0103\u021bii \u00een stabilirea unor leg\u0103turi cu universit\u0103\u021bi americane de prim rang \u2013 Stanford, MIT, Princeton, Berkeley \u0219i University of Washington din Seattle -, precum \u0219i contribu\u021bia sa la proiectarea noului program de licen\u021b\u0103 \u00een limba englez\u0103 \u201eDrone Engineering and Aeronautical Informatics\u201d.<\/p>\n<p>A urmat citirea <em>Laudatio<\/em> de c\u0103tre conf. univ. dr. mat. Liviu C\u0103dariu-Br\u0103iloiu, pre\u0219edintele Senatului Universit\u0103\u021bii Politehnica Timi\u0219oara, dup\u0103 care proasp\u0103tul laureat a primit roba \u0219i diploma de Doctor Honoris Causa al UPT.<\/p>\n<p>Dup\u0103 acordarea titlului de Doctor Honoris Causa, Drago\u0219 M\u0103rginean\u021bu a sus\u021binut prelegerea cu titlul \u201eNu \u0219tiu\u201d, dedicat\u0103 \u201eIncertitudinii \u00een g\u00e2ndirea ra\u021bional\u0103, \u015ftiin\u021b\u0103 \u0219i inginerie\u201d. Pornind de la istoria \u0219i evolu\u021bia teoriei probabilit\u0103\u021bilor, din Grecia antic\u0103 p\u00e2n\u0103 la modelele computa\u021bionale contemporane, laureatul a vorbit despre modul \u00een care conceptul de incertitudine a devenit una dintre temele fundamentale ale cercet\u0103rii sale. A relatat despre construirea echipei cu care lucreaz\u0103 la Boeing, dar \u0219i despre eforturile de a construi o nou\u0103 echip\u0103 de cercetare la Timi\u0219oara.<\/p>\n<p>La final, discursul academic s-a transformat \u00eentr-unul profund personal. Drago\u0219 D. M\u0103rginean\u021bu le-a mul\u021bumit fo\u0219tilor profesori \u0219i celor care i-au \u00eendrumat parcursul profesional, p\u0103rin\u021bilor \u0219i bunicilor s\u0103i, precum \u0219i so\u021biei \u0219i celor dou\u0103 fiice.<\/p>\n<p>Pentru un om care \u0219i-a petrecut o bun\u0103 parte din carier\u0103 \u00eencerc\u00e2nd s\u0103 fac\u0103 sistemele inteligente s\u0103 gestioneze c\u00e2t mai bine incertitudinea, titlul prelegerii, \u201eNu \u0219tiu\u201d a fost g\u00e2ndit nu ca limit\u0103 a cunoa\u0219terii, ci ca punct de plecare pentru \u00eentreb\u0103rile care duc mai departe cercetarea.<\/p>\n<p>Ceremonia s-a \u00eencheiat cu un moment artistic special, g\u00e2ndit \u00een acord cu personalitatea \u0219i preferin\u021bele muzicale ale noului Doctor Honoris Causa al UPT. Cvartetul Entertainer, format din muzicieni ai Filarmonicii \u201eBanatul\u201d din Timi\u0219oara, a interpretat lucr\u0103ri de Franz Schubert \u0219i Vangelis.<\/p>\n<p><strong>Cine este Drago\u0219 M\u0103rginean\u021bu<\/strong><\/p>\n<p>Povestea lui Drago\u0219 M\u0103rginean\u021bu \u00eencepe la Timi\u0219oara, \u00een 1970, \u00eentr-o familie de profesori. La numai \u0219apte ani construia, \u00eempreun\u0103 cu un prieten, primul s\u0103u model de avion, un DC-8 \u00een culorile companiei KLM. Au urmat un Boeing 727, o Caravelle, trei modele Tupolev \u0219i, fire\u0219te, Concorde.<\/p>\n<p>\u00cen 1988 o alt\u0103 \u00eent\u00e2mplare avea s\u0103-i schimbe definitiv parcursul. Un prieten i-a f\u0103cut cadou cartea \u201eInteligen\u021ba artificial\u0103\u201d, a profesorului Patrick Winston de la Massachusetts Institute of Technology. Lectura ei avea s\u0103-i fixeze o direc\u021bie profesional\u0103 pe care nu avea s\u0103 o mai abandoneze: o carier\u0103 \u00een inteligen\u021ba artificial\u0103.<\/p>\n<p>Dup\u0103 absolvirea Liceului de Informatic\u0103 din Timi\u0219oara, Drago\u0219 M\u0103rginean\u021bu a ales s\u0103 studieze <em>Calculatoare<\/em> la Universitatea Politehnica Timi\u0219oara. Sub \u00eendrumarea profesorului \u0218tefan Holban, \u0219i-a elaborat lucrarea de diplom\u0103 dedicat\u0103 determin\u0103rii volumului \u0219i reconstruc\u021biei tridimensionale a obiectelor din imagini ecografice, la confluen\u021ba dintre vederea artificial\u0103, prelucrarea semnalelor biomedicale \u0219i geometria tridimensional\u0103. Lucrarea avea s\u0103 ajung\u0103 ulterior \u00een literatura \u0219tiin\u021bific\u0103 interna\u021bional\u0103, inclusiv \u00eentr-un articol publicat \u00een 1997 \u00een <em>International Journal of Medical Informatics<\/em>.<\/p>\n<p>\u00cen 1995 a plecat la Oregon State University, unde a fost <em>Research Assistant<\/em> p\u00e2n\u0103 \u00een 2001 \u0219i \u0219i-a sus\u021binut doctoratul \u00een informatic\u0103, sub \u00eendrumarea profesorului Thomas G. Dietterich, unul dintre cercet\u0103torii care au contribuit la dezvoltarea \u00eenv\u0103\u021b\u0103rii automate moderne. Teza sa de doctorat, \u201eMethods for Cost-Sensitive Learning\u201d, avea s\u0103 deschid\u0103 dou\u0103 direc\u021bii importante ale activit\u0103\u021bii sale \u0219tiin\u021bifice: <em>\u00eenv\u0103\u021barea prin ansambluri<\/em> \u0219i <em>\u00eenv\u0103\u021barea sensibil\u0103 la cost<\/em>, domenii \u00een care a publicat lucr\u0103ri devenite repere pentru evolu\u021bia ulterioar\u0103 a \u00eenv\u0103\u021b\u0103rii automate.<\/p>\n<p>Tot \u00een anii petrecu\u0163i la Oregon a \u00eenceput leg\u0103tura sa cu industria aeronautic\u0103, prin stagiile efectuate \u00een cadrul Boeing Shared Services Group din Seattle. Avea s\u0103 revin\u0103 ulterior la Boeing, companie \u00een cadrul c\u0103reia \u0219i-a construit \u00eentreaga carier\u0103.<\/p>\n<p>Ast\u0103zi, Drago\u0219 D. M\u0103rginean\u021bu este <em>AI Chief Technologist<\/em> \u0219i <em>Senior Technical Fellow al The Boeing Company<\/em>, una dintre cele mai \u00eenalte distinc\u021bii tehnice pe care compania le acord\u0103 inginerilor s\u0103i. \u00cen aceast\u0103 calitate stabile\u0219te direc\u021bii strategice \u0219i conduce activit\u0103\u021bi de cercetare \u0219i inginerie \u00een domeniul sistemelor de inteligen\u021b\u0103 artificial\u0103 aplicat\u0103 \u00een aeronautic\u0103. La Boeing Drago\u0219 D. M\u0103rginean\u021bu a conceput viziunea, a cl\u0103dit echipa interdisciplinar\u0103 \u0219i a condus dezvoltarea unui prototip experimental de aeronav\u0103 capabil s\u0103 execute integral opera\u021biuni autonome de rulare pe sol \u0219i s\u0103 detecteze \u00een timp real incursiunile pe pist\u0103 \u00een faza de aterizare. Sub conducerea sa stau obiectivul strategic al rul\u0103rii \u0219i ateriz\u0103rii autonome certificate, precum \u0219i sistemele avansate de avertizare pentru evitarea coliziunilor \u00een fazele de apropiere, aterizare \u0219i rulare.<\/p>\n<p>Activitatea sa \u0219tiin\u021bific\u0103 se desf\u0103\u0219oar\u0103 \u00een colaborare cu echipe \u0219i cercet\u0103tori de la universit\u0103\u021bi precum MIT, Stanford, Berkeley, Cambridge, Bristol, Imperial College London \u0219i alte centre importante de cercetare. Ea acoper\u0103 domenii precum \u00eenv\u0103\u021barea automat\u0103, programarea probabilistic\u0103, sistemele autonome, verificarea \u0219i validarea sistemelor bazate pe inteligen\u021b\u0103 artificial\u0103.<\/p>\n<p>Munca sa de ast\u0103zi, desf\u0103\u0219urat\u0103 \u00eempreun\u0103 cu cele mai \u00eensemnate laboratoare ale lumii, abordeaz\u0103 exact problema de care at\u00e2rn\u0103 viitorul inteligen\u021bei artificiale \u00een domeniile critice pentru siguran\u021b\u0103: cum dovedim c\u0103 un sistem \u00eentemeiat pe \u00eenv\u0103\u021bare este sigur?<\/p>\n<p>Peste paisprezece brevete americane, numeroase publica\u021bii \u0219tiin\u021bifice, proiecte de cercetare interna\u021bionale \u0219i responsabilit\u0103\u021bi \u00een comunitatea academic\u0103 \u0219i profesional\u0103 completeaz\u0103 parcursul unui cercet\u0103tor care nu a separat niciodat\u0103 cercetarea de aplicarea ei \u00een lumea real\u0103.<\/p>\n<p>Dincolo de activitatea de cercetare \u0219i de responsabilit\u0103\u021bile de la Boeing, Drago\u0219 D. M\u0103rginean\u021bu a r\u0103mas implicat \u00een formarea noilor genera\u021bii de cercet\u0103tori \u0219i ingineri. A predat \u0219i a sus\u021binut activit\u0103\u021bi educa\u021bionale la \u0219coli de var\u0103 interna\u021bionale, a \u00eendrumat studen\u021bi \u0219i doctoranzi \u0219i a participat la formarea unor cercet\u0103tori care ocup\u0103 ast\u0103zi pozi\u021bii academice importante.<\/p>\n<p>Rela\u021bia sa cu Universitatea Politehnica Timi\u0219oara nu s-a limitat \u00eens\u0103 la amintirea anilor de studen\u021bie. \u00cen 2023 Drago\u0219 M\u0103rginean\u021bu a fost unul dintre principalii vorbitori ai conferin\u021bei <em>Tech Talks<\/em> organizat\u0103 de UPT, iar ulterior a vorbit despre rolul pe care \u0219coala rom\u00e2neasc\u0103 \u0219i profesorii pe care i-a avut la Timi\u0219oara l-au jucat \u00een formarea sa. <em>\u201eTot ce am realizat este datorit\u0103 \u0219colii pe care am avut-o \u00een Rom\u00e2nia\u201d,<\/em> m\u0103rturisea atunci, referindu-se la preg\u0103tirea primit\u0103 <span>\u00een<\/span> la matematic\u0103, fizic\u0103, programare \u0219i \u00een celelalte discipline care pun bazele form\u0103rii unui inginer \u0219i cercet\u0103tor.<\/p>\n<p>Poate c\u0103 tocmai aceast\u0103 leg\u0103tur\u0103 explic\u0103 \u0219i implicarea sa \u00een dezvoltarea noului program \u201eDrone Engineering and Aeronautical Informatics\u201d, prin care UPT \u00ee\u0219i propune s\u0103 formeze ingineri pentru unul dintre domeniile tehnologice aflate \u00een plin\u0103 dezvoltare.<\/p>\n<p>\u00a0<\/p>\n<\/div>\n<p>[analyse_source url=&#8221;https:\/\/www.opiniatimisoarei.ro\/dr-ing-dragos-d-margineantu-absolvent-de-frunte-al-upt-ai-chief-technologist-la-boeing-doctor-honoris-causa-al-universitatii-care-l-a-format\/25\/09\/2026&#8243;]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[analyse_image type=&#8221;featured&#8221; src=&#8221;https:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/DHC-Dragos-Margineantu-7-728&#215;336.jpghttps:\/\/www.opiniatimisoarei.ro\/wp-content\/uploads\/2026\/09\/DHC-Dragos-Margineantu-7.jpg&#8221;] Senatul Universit\u0103\u021bii Politehnica Timi\u0219oara s-a \u00eentrunit joi, 24 septembrie 2026, \u00een \u0219edin\u021b\u0103 festiv\u0103, pentru a conferi cea mai \u00eenalt\u0103 distinc\u021bie pe care o poate acorda o institu\u021bie de \u00eenv\u0103\u021b\u0103m\u00e2nt superior, titlul academic de Doctor Honoris Causa, domnului dr. ing. Drago\u0219 D. M\u0103rginean\u021bu, AI Chief Technologist \u0219i Senior Technical Fellow al companiei The [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[226,190],"class_list":["post-2164007","post","type-post","status-publish","format-standard","hentry","category-romania","tag-crawlmanager","tag-opiniatimisoarei-ro"],"_links":{"self":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/2164007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2164007"}],"version-history":[{"count":0,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=\/wp\/v2\/posts\/2164007\/revisions"}],"wp:attachment":[{"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2164007"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2164007"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/analyse.optim.biz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2164007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}