{"id":1437,"date":"2026-02-18T20:22:42","date_gmt":"2026-02-18T20:22:42","guid":{"rendered":"https:\/\/hria.utcluj.ro\/?page_id=1437"},"modified":"2026-02-18T20:25:42","modified_gmt":"2026-02-18T20:25:42","slug":"echipe-proiectarea-circuitelor-analogice-si-mixte","status":"publish","type":"page","link":"https:\/\/hria.utcluj.ro\/en\/echipe-proiectarea-circuitelor-analogice-si-mixte\/","title":{"rendered":"Echipe-Proiectarea circuitelor analogice si mixte"},"content":{"rendered":"
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Analog and Mixed-Signal Circuit Design<\/h2>\n<\/div>\n<\/div>\n\n\n\n
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Prof. Dr. Eng. Marius Neag<\/h3>\n\n\n\n

Team Leader<\/p>\n<\/div>\n\n\n\n

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Prof. Dr. Eng. Marina \u021aopa<\/h3>\n\n\n\n

Senior expert<\/p>\n<\/div>\n\n\n\n

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Prof. Dr. Eng. Marius Purcar<\/h3>\n\n\n\n

Senior expert<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Eng. Gheorghe Eduard Vladu<\/h3>\n\n\n\n

Junior expert<\/p>\n<\/div>\n\n\n\n

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Eng. Istvan Kovacs<\/h3>\n\n\n\n

Junior expert<\/p>\n<\/div>\n\n\n\n

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AI-based tools for the optimized design\/sizing of integrated circuits (T4)<\/strong><\/mark><\/strong><\/p>\n\n\n\n

Objective: <\/strong>AI-based tools for the optimized design and sizing of radio-frequency (RF), analog, and mixed-signal integrated circuits, with applications in intelligent systems <\/strong><\/p>\n\n\n\n

Research challenges \/ Novelty \/ Innovation<\/strong>
\nChallenges: <\/strong>high sensitivity to process, temperature, and voltage variations, large number of required Monte Carlo simulations, high computational cost of algorithms, small training datasets<\/p>\n\n\n\n

Research results:<\/strong>
\n\u2022 Methods and algorithms
\n\u2022 The research results will lead to the development of 4 (four) integrated circuits and at least 2 (two) invention\/innovation applications<\/p>\n\n\n\n

Inovation:<\/strong>
\n\u2022 Replacement of Monte Carlo simulations with multivariate adaptive ML models
\n\u2022 Integration of reinforcement learning (RL) with knowledge transfer
\n\u2022 Automation of layout generation and PEX simulations using AI<\/p>","protected":false},"excerpt":{"rendered":"

Proiectarea circuitelor analogice \u0219i mixte Prof. dr. ing. Marius Neag Team Leader Prof. dr. ing. Marina \u021aopa Expert senior Prof. dr. ing. Marius Purcar Expert senior ing. Gheorghe Eduard Vladu Expert junior ing. Istvan Kovacs Expert junior Instrumente bazate pe IA pentru proiectarea\/dimensionarea optimizat\u0103 a circuitelor integrate (T4) Obiectiv: Instrumente bazate pe IA pentru proiectarea\/dimensionarea… <\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"on","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-1437","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1437","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/comments?post=1437"}],"version-history":[{"count":4,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1437\/revisions"}],"predecessor-version":[{"id":1450,"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/pages\/1437\/revisions\/1450"}],"wp:attachment":[{"href":"https:\/\/hria.utcluj.ro\/en\/wp-json\/wp\/v2\/media?parent=1437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}