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<News hasArchived="false" page="23" pageCount="40" pageSize="10" timestamp="Thu, 03 Sep 2026 06:34:43 -0400" url="https://my3.my.umbc.edu/groups/umbc-ai/posts.xml?mode=activity&amp;page=23">
<NewsItem contentIssues="false" id="148531" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148531">
<Title>Enhancing Critical Thinking with GenAI 4/23</Title>
<Tagline>12-1:30pm EDT, Wednesday April 23, online</Tagline>
<Body>
<![CDATA[
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    <img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/04/enhancing_critical_thinking_GenAI.png" alt="Enhancing critical thinking" style="max-width: 100%; height: auto;"><div><br></div>
    <div>
    <div>This timely webinar will explore how higher education is preparing students for the rise of AI. Presenters Drs. Eugenia Novokshanova and Michelle Kassorla will share insights from <em>The Multimodal AI Project</em>.  <a href="https://click.contact.umbc.edu/?qs=5f3842b8769d25a8377de03f0a3a5eec1a43b50b84f4e7201c5ff7728ec6e66707e05b12d7008eda64df3cadb4d095ccc02817be4b8e5490" rel="nofollow external" class="bo"><strong>Register for the event here</strong></a>. </div>
    <div>
    <ul><li><strong> A video of this presentation is now available <a href="https://www.youtube.com/watch?v=2zaL6v2vG5E" rel="nofollow external" class="bo">here</a>.</strong></li></ul>Discover practical strategies for ethically integrating AI into your classroom, including:<br><ul>
    <li>Using AI as a powerful research tool.</li>
    <li>Effective AI prompting techniques.</li>
    <li>Adjusting rubrics for an AI-integrated future.</li>
    <li>Empirical evidence on how GenAI can enhance critical thinking.</li>
    </ul>
    </div>
    <div>Learn how to leverage generative AI to improve student outcomes and uphold academic integrity. This webinar will provide valuable direction based on the presenters' SOTL research and their recent publication, <em>Serious Play</em>.</div>
    <div><br></div>
    <div>Dr. <a href="https://www.linkedin.com/in/eugenia-novokshanova/" rel="nofollow external" class="bo"><strong>Eugenia Novokshanova</strong></a> and Dr. <a href="https://www.linkedin.com/in/mkassorla/" rel="nofollow external" class="bo"><strong>Michelle Kassorla</strong></a> from Georgia State University, Perimeter College, bring extensive experience in composition and AI integration. Dr. Novokshanova is a Multimodal Writing AI specialist with a Ph.D. in Rhetoric and Composition, and Dr. Kassorla, an EDUCAUSE AI expert panel member. Together, they lead The <a href="https://michellekassorla.substack.com/" rel="nofollow external" class="bo"><strong>Multimodal AI Project</strong></a> and actively research AI's impact on student learning. Their recent publication, <a href="https://michellekassorla.substack.com/p/we-wrote-a-book" rel="nofollow external" class="bo"><strong>Serious Play</strong></a>, guides educators in using GenAI effectively in their courses.
    </div>
    <div>
    <br><span>Presented by the <a href="https://professionalprograms.umbc.edu/college-teaching-and-learning-science/" rel="nofollow external" class="bo">College Teaching and Learning Science program</a> and the <a href="https://calt.umbc.edu/" rel="nofollow external" class="bo">Faculty Development Center</a> at UMBC.</span>
    </div>
    </div>
    <div><span><br></span></div>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>This timely webinar will explore how higher education is preparing students for the rise of AI. Presenters Drs. Eugenia Novokshanova and Michelle Kassorla will share insights from The Multimodal...</Summary>
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<Sponsor>UMBC AI</Sponsor>
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<PostedAt>Tue, 01 Apr 2025 12:50:42 -0400</PostedAt>
<EditAt>Sun, 27 Apr 2025 09:01:10 -0400</EditAt>
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<NewsItem contentIssues="true" id="148455" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148455">
<Title>Workshop on Ethical Leadership in the Age of AI 4/8</Title>
<Tagline>3 sessions on Tue., April 8 at 10-11:30, 12-1:30, and 2-3:30</Tagline>
<Body>
<![CDATA[
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    <span><p><span>UMBC Campus Life will hold workshops on <strong>Ethical Leadership in the Age of AI</strong> on Tuesday, April 8, 2025, in Commons 331. The workshop is aimed at students, but faculty and staff are welcome to attend as well. To accommodate schedules, the 90-minute workshop will be held starting at 10 am, Noon, and 2 pm.</span></p>
    <p><span>The workshop will address what it means to engage with AI systems in an increasingly digital world and cover the principles of ethical leadership, AI challenges and governance, ethical dilemmas with AI, and more.</span></p></span><div>
    <span><span><a href="https://forms.gle/G1XdC7XPzW47TzBm7" rel="nofollow external" class="bo"><strong>Register here</strong></a> for one of the three sessions and answer a few optional questions to let the organizers know more about what you want to learn. You will then receive a confirmation email with some additional information.</span></span><div><span><br></span></div>
    <div>
    <img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/03/ELAA_Flyer.jpg" style="max-width: 100%; height: auto;"><span><br></span><div><span><span><br></span></span></div>
    </div>
    </div>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>UMBC Campus Life will hold workshops on Ethical Leadership in the Age of AI on Tuesday, April 8, 2025, in Commons 331. The workshop is aimed at students, but faculty and staff are welcome to...</Summary>
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<PostedAt>Sun, 30 Mar 2025 17:44:11 -0400</PostedAt>
<EditAt>Wed, 02 Apr 2025 15:10:21 -0400</EditAt>
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<NewsItem contentIssues="true" id="148404" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148404">
<Title>Talk: Privacy and Security Analysis of myUMBC's AI Answers, 3/28</Title>
<Tagline>12-1pm ET Friday, March 28, 2025 online</Tagline>
<Body>
<![CDATA[
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    <h3>A Privacy and Security Analysis of myUMBC's AI Answers: UMBC SFS Scholar Winter Study 2025</h3>
    <div><br></div>
    <h4>
    <a href="https://damslabumbc.github.io/author/christian-badolato/" rel="nofollow external" class="bo">Christian Badolato<br></a>12–1pm Friday, March 28, 2025 <a href="https://umbc.webex.com/meet/sherman" rel="nofollow external" class="bo">online</a>
    </h4>
    <div><br></div>
    <div>
    <a href="https://en.wikipedia.org/wiki/Generative_artificial_intelligence" rel="nofollow external" class="bo"><strong>Generative AI</strong></a> has the potential to improve user search experiences by supporting natural language querying and providing more detailed and domain-specific responses. UMBC is seeking to provide this convenience to myUMBC users through the <a href="https://my3.my.umbc.edu/groups/doit/posts/147188" rel="nofollow external" class="bo"><strong>myUMBC Answers</strong></a> system, which enables users to access both personal and UMBC services information from the myUMBC search bar. In this talk, we investigate the resiliency of Answers against several common generative AI attacks that were performed by the UMBC Scholarship for Service (SFS) scholars in collaboration with other students and the UMBC Division of Information Technology (DoIT). We first provide an overview of the study and the myUMBC Answers system before discussing the types of attacks which were launched against the system. We then explore the behavior of the Answers system in response to these attacks. Finally, we outline the recommendations provided to DoIT by the study participants to improve the security and user experience of myUMBC Answers.</div>
    <div><br></div>
    <div>
    <a href="null" rel="nofollow external" class="bo"><strong>Christian Badolato</strong></a> is a PhD student working with Professor <a href="https://robertoyus.com/" rel="nofollow external" class="bo"><strong>Roberto Yus</strong></a> focusing on data privacy in the Internet of Things at UMBC after having received his master’s degree from the same university. He has several years of experience as a software architect and is a Certified Information Systems Security Professional.</div>
    <div><br></div>
    <div>Support for this <a href="https://cisa.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Cyber Defense Lab</strong></a> event was provided in part by NSF under SFS grant DGE-1753681.</div>
    <div><br></div>
    
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>A Privacy and Security Analysis of myUMBC's AI Answers: UMBC SFS Scholar Winter Study 2025     Christian Badolato 12–1pm Friday, March 28, 2025 online     Generative AI has the potential to...</Summary>
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<Sponsor>UMBC Cyber Defense Lab</Sponsor>
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<PostedAt>Thu, 27 Mar 2025 20:47:20 -0400</PostedAt>
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<NewsItem contentIssues="true" id="148368" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148368">
<Title>Expanded set of AI tools for the UMBC community</Title>
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<![CDATA[
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    <p><span>UMBC’s Division of Information Technology </span><a href="https://doit.umbc.edu/ai/post/148330/" rel="nofollow external" class="bo"><span><strong>announced</strong></span></a><span> the expanded availability of powerful AI tools to support the UMBC community in </span><span>teaching, learning, research, and productivity.</span></p>
    <p><span>All UMBC accounts now have access to the free version of Google </span><a href="https://gemini.google.com/app" rel="nofollow external" class="bo"><span><strong>Gemini</strong></span></a><span>, which has a wide range of AI-powered features that can assist with writing, brainstorming, and information-gathering tasks. The Gemini suite also includes the new </span><a href="http://notebooklm.google.com/" rel="nofollow external" class="bo"><span><strong>notebookLM</strong></span></a><span> system that helps users understand and organize information from uploaded documents. It can also generate audio overviews of that information and Gemini’s </span><a href="https://gemini.google/overview/deep-research/" rel="nofollow external" class="bo"><span><strong>Deep Research</strong></span></a><span> tool. </span><span>Paid licenses for </span><a href="https://gemini.google/advanced/" rel="nofollow external" class="bo"><span><strong>Gemini Advanced</strong></span></a><span> will be available in some cases.</span></p>
    <p><span>All UMBC accounts now have default access to the free version of Microsoft </span><a href="http://copilot.microsoft.com/" rel="nofollow external" class="bo"><span><strong>Copilot</strong></span></a><span>, which provides a model for brainstorming, email generation, and more. Paid licenses for Copilot Pro that allow integration with the Microsoft 365 suite (Word, Excel, Teams, …) are available in some cases.</span></p>
    <p><span>UMBC now has a local instance of <a href="https://umbc.atlassian.net/wiki/spaces/faq/pages/925302868/How+do+I+get+started+with+Amplify+GenAI" rel="nofollow external" class="bo"><strong>Amplify</strong></a>, an innovative AI tool developed by </span><a href="https://www.vanderbilt.edu/generative-ai/custom-software-pilot-amplify/" rel="nofollow external" class="bo"><span><strong>Vanderbilt University</strong></span></a><span> that provides access to commercial AI models hosted within UMBC's secure cloud environment, including from OpenAI, such as GPT-4o or o1 series, Meta Llama, or Anthropic Claude models. Access to UMBC's Amplify is available to faculty and staff upon submission of an </span><a href="https://doit.umbc.edu/ai/support" rel="nofollow external" class="bo"><span><strong>access request</strong></span></a><span>.</span></p>
    <span>See DoIT’s </span><a href="https://doit.umbc.edu/ai/genai-tools/" rel="nofollow external" class="bo"><span><strong>GenAI Tools</strong></span></a><span> page for more information.</span><div>
    <span><br></span>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a> </div>
    </div>
]]>
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<Summary>UMBC’s Division of Information Technology announced the expanded availability of powerful AI tools to support the UMBC community in teaching, learning, research, and productivity.  All UMBC...</Summary>
<Website>https://doit.umbc.edu/ai/genai-tools/</Website>
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<Sponsor>UMBC AI</Sponsor>
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<PostedAt>Thu, 27 Mar 2025 08:19:59 -0400</PostedAt>
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<NewsItem contentIssues="true" id="148265" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148265">
<Title>Generative AI Unleashed: From Basics to Building, 4/26</Title>
<Tagline>Free online workshop, 9am-12pm EDT, Sat. April 26, 2025</Tagline>
<Body>
<![CDATA[
    <div class="html-content">Explore the power of <a href="https://en.wikipedia.org/wiki/Generative_artificial_intelligence" rel="nofollow external" class="bo"><strong>generative AI</strong></a> during this free three hour virtual workshop sponsored by UMBC-Shady Grove.<div><br></div>
    <div>Recent advances in generative AI, including <a href="https://en.wikipedia.org/wiki/Large_language_model" rel="nofollow external" class="bo"><strong>large language models</strong></a>, can create new content, including text, images, code, audio, and video, by learning from existing data and guided by prompts from users. This have led to many new new applications that can revolutionize industries by boosting creativity, automating tasks, and improving efficiency. </div>
    <div>
    <div><br></div>
    <div>From fundamentals to hands-on practice, UMBC's data science program director Dr. <strong><a href="https://news.cs.umbc.edu/people/faculty/muhammad-ali-yousuf/" rel="nofollow external" class="bo">Ali Yousuf</a> </strong>will guide interactive activities for all skill levels. Learn valuable applications of generative AI and see how UMBC's graduate programs in <a href="https://professionalprograms.umbc.edu/data-science/" rel="nofollow external" class="bo"><strong>data science</strong></a> can help you advance in this growing field. <div><br></div>
    <div> Register <a href="https://shadygrove.umbc.edu/event/generative-ai-unleashed-from-basics-to-building/" rel="nofollow external" class="bo"><strong>here</strong></a> for this free online workshop.</div>
    </div>
    </div>
    <div><br></div>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>Explore the power of generative AI during this free three hour virtual workshop sponsored by UMBC-Shady Grove.    Recent advances in generative AI, including large language models, can create new...</Summary>
<Website>https://shadygrove.umbc.edu/event/generative-ai-unleashed-from-basics-to-building/</Website>
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<PostedAt>Tue, 25 Mar 2025 10:17:07 -0400</PostedAt>
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<NewsItem contentIssues="true" id="148197" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148197">
<Title>UMBC alums and faculty at the 2025 AAAI Undergraduate Consortium</Title>
<Body>
<![CDATA[
    <div class="html-content">
    <span><p><span><img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/03/AAAI_UMBC.jpg" style="max-width: 100%; height: auto;"></span></p>
    <p><span>UMBC alumnus Jason Grant ('10, computer engineering) served as the Undergraduate Consortium Co-Chair at the 2025 AAAI Conference held in Philadelphia in the last week of February. Joining him in the committee were UMBC faculty Patricia Ordóñez (IS) and Rebecca Williams (CSEE).  UMBC alumnus Kendall Queen ('16, computer engineering) who is a </span><span>software engineer at Asylon Robotics, gave the keynote talk at the </span><span>Undergraduate Consortium event.</span></p>
    <p><span>The picture shows UMBC people </span><span>Manus Gaur, Gerald Ndawula, Rebecca Williams; Kendal Queen; and Jason Grant who were part of the event.</span></p></span>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>UMBC alumnus Jason Grant ('10, computer engineering) served as the Undergraduate Consortium Co-Chair at the 2025 AAAI Conference held in Philadelphia in the last week of February. Joining him in...</Summary>
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<PostedAt>Sun, 23 Mar 2025 11:41:15 -0400</PostedAt>
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<NewsItem contentIssues="true" id="148186" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148186">
<Title>Tutorial on NeuroSymbolic AI applied to NLP</Title>
<Tagline>Material from the AAAI 2025 tutorial</Tagline>
<Body>
<![CDATA[
    <div class="html-content">
    <img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/03/tutorial.png" style="max-width: 100%; height: auto;"><div><br></div>
    <div>
    <div>
    <a href="https://en.wikipedia.org/wiki/Large_language_model" rel="nofollow external" class="bo"><strong>Large Language Models</strong></a> are transforming natural language processing tasks in multiple domains in many ways. Despite their capabilities, their real-world adoption is often limited by issues like the lack of transparency, inadequate understanding of domain protocols, and subpar precision. </div>
    <div><br></div>
    <div>
    <a href="https://manasgaur.github.io/" rel="nofollow external" class="bo"><strong>Manas Gaur</strong></a>, <a href="https://www.edwardraff.com/" rel="nofollow external" class="bo"><strong>Ed Raff</strong></a>, and <a href="https://mohammadi-ali.github.io/" rel="nofollow external" class="bo"><strong>Ali Mohammadi</strong></a> were part of the team that organized and presented a half-day tutorial at the 2025 AAAI Conference last month covering the concept of <a href="https://en.wikipedia.org/wiki/Neuro-symbolic_AI" rel="nofollow external" class="bo"><strong>Neurosymbolic AI </strong></a>and how it can be applied to LLMs to help solve key challenges in NLP tasks like explainability, grounding, and instructability.</div>
    <div><br></div>
    <div>You can see their slides and other material <a href="https://nesy-egi.github.io/" rel="nofollow external" class="bo"><strong>here</strong></a>.</div>
    </div>
    <div><br></div>
    
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
</Body>
<Summary>Large Language Models are transforming natural language processing tasks in multiple domains in many ways. Despite their capabilities, their real-world adoption is often limited by issues like the...</Summary>
<Website>https://nesy-egi.github.io/</Website>
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<PostedAt>Fri, 21 Mar 2025 10:18:25 -0400</PostedAt>
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<NewsItem contentIssues="true" id="148160" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/148160">
<Title>AI After Hours: Networking &amp; Jam Session, April 10</Title>
<Tagline>5:30-7:30 Thur., April 10, 2025, suite 130, BWTech North</Tagline>
<Body>
<![CDATA[
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    <div><span><span><a href="https://bwtech.umbc.edu/" rel="nofollow external" class="bo"><strong>bwtech@UMBC</strong></a> and Entinex are holding an </span><span>AI After Hours: Networking &amp; Jam Session</span><span>from 5:30 to 7:30 on Thursday, April 10 in Suite 130 at BWTech North, 5520 Research Park Drive at the edge of the UMBC campus.</span></span></div>
    <div><span><span><br></span></span></div>
    <div><span><span>They plan to collect attendee input on focal points for future AI-oriented events, including a </span><span>research-focused event in May, bringing industry and university AI researchers together to discuss mutually beneficial directions for translational technology coming out of UMBC research labs.</span></span></div>
    <div><span><span><br></span></span></div>
    <h5><span><span>Get more information and register for the event <a href="https://www.eventbrite.com/e/ai-after-hours-networking-jam-session-tickets-1286763607589" rel="nofollow external" class="bo"><strong>here</strong></a>. </span></span></h5>
    <div><span><span><br></span></span></div>
    
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>bwtech@UMBC and Entinex are holding an AI After Hours: Networking &amp; Jam Sessionfrom 5:30 to 7:30 on Thursday, April 10 in Suite 130 at BWTech North, 5520 Research Park Drive at the edge of the...</Summary>
<Website>https://www.eventbrite.com/e/ai-after-hours-networking-jam-session-tickets-1286763607589</Website>
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<NewsItem contentIssues="true" id="147948" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/147948">
<Title>UMBC PhD student recognized for research modeling hurricanes with machine learning</Title>
<Body>
<![CDATA[
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    <span><p><span>Mechanical engineering Ph.D. student </span><span><a href="https://www.linkedin.com/in/badtanjil/" rel="nofollow external" class="bo">Md Badrul Hasan</a></span><span> received the </span><a href="https://www.aiaa.org/SciTech/call-for-content/call-for-papers/student-paper-competitions#fluid-dynamics" rel="nofollow external" class="bo"><span>2025 Professor Kirti “Karman” Ghia Memorial Award</span></a><span> from the American Institute of Aeronautics and Astronautics for his research modeling the fluid flow inside hurricanes with physics-informed machine learning. </span></p>
    <p><span>The award recognizes an international graduate student in the U.S. who has developed an innovative approach to computational fluid dynamics, in which computers are used to analyze and predict how fluids flow, with applications in aerospace engineering, weather forecasting, and more. </span></p>
    <p><span>Hasan and his UMBC mentors—</span><a href="https://me.umbc.edu/dr-meilin-yu/" rel="nofollow external" class="bo"><span>Meilin Yu</span></a><span>, mechanical engineering, and </span><a href="https://www.csee.umbc.edu/people/faculty/tim-oates/" rel="nofollow external" class="bo"><span>Tim Oates</span></a><span>, computer science and electrical engineering—looked at the layer of atmosphere in a hurricane that is directly above the ocean surface. Called the hurricane boundary layer, it is where turbulent flows bring heat and moisture from the water into the air, and it plays a crucial role in determining a hurricane’s intensity and track.</span></p>
    <p><span>Hasan says he is grateful for the guidance of Professor Oates in selecting and understanding the machine learning models. “It was a great team effort between mechanical engineering and computer science—really productive and rewarding for both sides,” he says.</span></p>
    <span>Read more about Hassan’s award in this </span><a href="https://umbc.edu/quick-posts/modeling-hurricanes-with-machine-learning/" rel="nofollow external" class="bo"><span>UMBC News post</span></a><span> by </span><a href="https://ucm.umbc.edu/our-team/person/xk56452/" rel="nofollow external" class="bo"><span>Catherine Meyers</span></a></span><div>
    <br>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a> </div>
    </div>
]]>
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<Summary>Mechanical engineering Ph.D. student Md Badrul Hasan received the 2025 Professor Kirti “Karman” Ghia Memorial Award from the American Institute of Aeronautics and Astronautics for his research...</Summary>
<Website>https://umbc.edu/quick-posts/modeling-hurricanes-with-machine-learning/</Website>
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<Sponsor>UMBC AI</Sponsor>
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<PostedAt>Sat, 08 Mar 2025 10:21:01 -0500</PostedAt>
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<NewsItem contentIssues="true" id="147914" important="false" status="posted" url="https://my3.my.umbc.edu/groups/umbc-ai/posts/147914">
<Title>Talk: Building a Collaborative &amp; Interactive Data System to Broaden Access to Data Science, AI, &amp; ML</Title>
<Tagline>12-1 pm ET Friday, March 7, 2025, UMBC ITE 325b</Tagline>
<Body>
<![CDATA[
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    <div>In an era where data-driven decision-making shapes industries, governments, and everyday life, the ability to leverage data science has become an essential skill. Modern data science techniques, including artificial intelligence, machine learning, and large language models, offer advanced capabilities but often require programming expertise, limiting accessibility for a broader audience. In this talk, I will discuss my work on Texera, an open-source system designed to make data science, AI, and ML accessible to everyone. I will begin by introducing Texera’s no-code workflow interface and cloud-based platform, which enable users of varying backgrounds to seamlessly collaborate together in data science, providing an experience similar to Google Docs and Overleaf. Next, I will discuss the design choices behind Texera’s actor-based parallel execution engine that enable interactions during workflow execution. I will dive deep into my work on enhancing user interactions with the distributed parallel data engine, focusing on innovative data debugging techniques that improve transparency and usability. Specifically, I will present Udon, a debugger for user-defined functions (UDFs) in data systems, explaining how it allows users to interact with an operator with fine-grained control down to the code-line level. I will then present IcedTea, a time-travel debugger for data workflows, demonstrating how it allows users to interact with distributed operators while ensuring consistency. To conclude, I will outline future research directions of developing an ecosystem that integrates advanced interfaces and intelligent systems, enhancing accessibility, efficiency, and user empowerment in data science.</div>
    <div><br></div>
    <div>
    <a href="https://yicong-huang.github.io/" rel="nofollow external" class="bo"><strong>Yicong Huang</strong></a> is a final-year Ph.D. candidate from the Information Systems Group (ISG) in the Computer Science Department, University of California, Irvine. Under the guidance of Dr. Chen Li, his research focuses on big data management, data-processing systems, and systems for data science, AI and ML. </div>
    <div><br></div>
    <hr>
    <a href="https://ai.umbc.edu/" rel="nofollow external" class="bo"><strong>UMBC Center for AI</strong></a>
    </div>
]]>
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<Summary>In an era where data-driven decision-making shapes industries, governments, and everyday life, the ability to leverage data science has become an essential skill. Modern data science techniques,...</Summary>
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<Sponsor>UMBC CSEE Department</Sponsor>
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<PostedAt>Thu, 06 Mar 2025 16:01:27 -0500</PostedAt>
<EditAt>Thu, 06 Mar 2025 17:37:16 -0500</EditAt>
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