{"id":1163,"date":"2026-04-15T00:14:00","date_gmt":"2026-04-15T00:14:00","guid":{"rendered":"https:\/\/www.smreza.com\/profile\/?p=1163"},"modified":"2026-10-05T00:15:27","modified_gmt":"2026-10-05T00:15:27","slug":"undergraduate-researcher-presents-quantum-ai-research-at-suny-ai-symposium-2026","status":"publish","type":"post","link":"https:\/\/www.smreza.com\/profile\/research-projects\/undergraduate-researcher-presents-quantum-ai-research-at-suny-ai-symposium-2026\/","title":{"rendered":"Undergraduate Researcher Presents Quantum AI Research at SUNY AI Symposium 2026"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Undergraduate researcher <strong>Harsh Desai<\/strong> presented his poster, <em>&#8220;Cross-Continental Electricity Price Prediction Using Quantum AI,&#8221;<\/em> at the <strong>SUNY AI Symposium 2026: Scaling the New York AI Innovation Ecosystem<\/strong>, hosted by <strong>Stony Brook University<\/strong>. The research was conducted under the mentorship of <strong>Dr. Sayed Mohsin Reza<\/strong> with co-author <strong>Dr. Md Habib Ullah<\/strong>, and investigated the use of hybrid quantum-classical artificial intelligence models for forecasting day-ahead electricity prices across energy markets in Asia, Europe, the Americas, and Oceania.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3a88641f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"576\" height=\"1024\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-576x1024.jpeg\" alt=\"\" class=\"wp-image-1165\" srcset=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-576x1024.jpeg 576w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-169x300.jpeg 169w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-768x1365.jpeg 768w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-864x1536.jpeg 864w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-1153x2048.jpeg 1153w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-scaled.jpeg 1441w\" sizes=\"(max-width: 576px) 100vw, 576px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"576\" height=\"1024\" src=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-576x1024.jpeg\" alt=\"\" class=\"wp-image-1164\" srcset=\"https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-576x1024.jpeg 576w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-169x300.jpeg 169w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-768x1365.jpeg 768w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-864x1536.jpeg 864w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-1153x2048.jpeg 1153w, https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/2026-SUNY-AI-Symposium-2026-featured-expert-discussions-scaled.jpeg 1441w\" sizes=\"(max-width: 576px) 100vw, 576px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The project combined <strong>Variational Quantum Circuits (VQC)<\/strong> with <strong>Long Short-Term Memory (LSTM)<\/strong> networks to develop a Quantum AI forecasting framework capable of improving prediction accuracy and stability compared to traditional machine learning approaches. The work demonstrates the potential of quantum-enhanced AI methods for addressing complex challenges in electricity market analytics and energy decision-making.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Supported by the <strong>AI Frontiers REU Program<\/strong> and the <strong>Penn State Harrisburg Office of Research and Outreach<\/strong>, the project provided valuable undergraduate research experience while contributing to emerging research at the intersection of artificial intelligence, quantum computing, and energy systems.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3a88641f wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Undergraduate researcher Harsh Desai presented his poster, &#8220;Cross-Continental Electricity Price Prediction Using Quantum AI,&#8221; at the SUNY AI Symposium 2026: Scaling the New York AI Innovation Ecosystem, hosted by Stony Brook University. The research was conducted under the mentorship of Dr. Sayed Mohsin Reza with co-author Dr. Md Habib Ullah, and investigated the use of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1165,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[74,37,29,93,19],"tags":[88,114,71,117,96,89,46],"class_list":["post-1163","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-electricity-market","category-machine-learning","category-news","category-quantum-ai","category-research-projects","tag-electricity-market","tag-harsh-desai","tag-machine-learning","tag-pranav-balachander","tag-quantum-ai","tag-spring-2026","tag-undergraduate-research"],"rttpg_featured_image_url":{"full":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-scaled.jpeg",1441,2560,false],"landscape":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-scaled.jpeg",1441,2560,false],"portraits":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-scaled.jpeg",1441,2560,false],"thumbnail":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-150x150.jpeg",150,150,true],"medium":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-169x300.jpeg",169,300,true],"large":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-576x1024.jpeg",576,1024,true],"1536x1536":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-864x1536.jpeg",864,1536,true],"2048x2048":["https:\/\/www.smreza.com\/profile\/wp-content\/uploads\/2026\/10\/Harsh-Desai-presents-his-poster-2026-SUB-AI-Sumposium-1153x2048.jpeg",1153,2048,true]},"rttpg_author":{"display_name":"Sayed Mohsin Reza","author_link":"https:\/\/www.smreza.com\/profile\/author\/smreza\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/electricity-market\/\" rel=\"category tag\">Electricity Market<\/a> <a href=\"https:\/\/www.smreza.com\/profile\/category\/machine-learning\/\" rel=\"category tag\">Machine Learning<\/a> <a href=\"https:\/\/www.smreza.com\/profile\/category\/news\/\" rel=\"category tag\">News<\/a> <a href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/quantum-ai\/\" rel=\"category tag\">Quantum AI<\/a> <a href=\"https:\/\/www.smreza.com\/profile\/category\/research-projects\/\" rel=\"category tag\">Research Projects<\/a>","rttpg_excerpt":"Undergraduate researcher Harsh Desai presented his poster, &#8220;Cross-Continental Electricity Price Prediction Using Quantum AI,&#8221; at the SUNY AI Symposium 2026: Scaling the New York AI Innovation Ecosystem, hosted by Stony Brook University. The research was conducted under the mentorship of Dr. Sayed Mohsin Reza with co-author Dr. Md Habib Ullah, and investigated the use of&hellip;","_links":{"self":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1163","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/comments?post=1163"}],"version-history":[{"count":1,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1163\/revisions"}],"predecessor-version":[{"id":1166,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/posts\/1163\/revisions\/1166"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/media\/1165"}],"wp:attachment":[{"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/media?parent=1163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/categories?post=1163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.smreza.com\/profile\/wp-json\/wp\/v2\/tags?post=1163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}