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  <title><![CDATA[AI Tool Turns Disaster Zones Into Living Classrooms]]></title>
  <body><![CDATA[<p>An AI-powered tool is changing how researchers study disasters and how students learn from them.&nbsp;</p><p>In the <a href="https://atlas.gatech.edu/index.cfm?FuseAction=Programs.ViewProgramAngular&amp;id=10139"><strong>International Disaster Reconnaissance (IDR) course</strong></a>, students now use <a href="https://www.filio.io/"><em><strong>Filio</strong></em></a>, a platform built by School of Computing Instruction Senior Lecturer <strong>Max Mahdi Roozbahani</strong>, to capture immersive 360° media, photos, and video that transform real disaster sites in India and Nepal into living digital classrooms.&nbsp;</p><p>Offered by the School of Civil and Environmental Engineering and taught by IDR director and Regents’ Professor <strong>David Frost</strong>, the course pairs traditional fieldwork with Roozbahani’s expertise in immersive technology and data-driven learning, transforming on-the-ground observations into reusable, interactive educational resources.&nbsp;</p><h4><strong>How Computing Can Capture Data&nbsp;</strong></h4><p>Disasters are not only physical events; they are also information events, Roozbahani says. Effective response and long-term resilience depend on the ability to observe, record, and communicate critical data under pressure. Georgia Tech’s IDR course pairs structured on-campus preparation with international field experiences, enabling students to study the cascading effects of major disasters, including how local building practices, governance, and culture shape damage and recovery.&nbsp;</p><p>“When students step into a disaster zone, they learn quickly that resilience is a systems problem: physical, social, and informational. Our job in computing is to help them capture and reason about that system responsibly,” Roozbahani said.&nbsp;</p><h4><strong>Learning from the 2025 Himalayas Expedition&nbsp;</strong></h4><p>During spring break last year, the cohort traveled along the Teesta River corridor in Sikkim, India. The region is shaped by steep terrain, fast-moving water, and critical infrastructure in narrow valleys.&nbsp;</p><p>The visit followed the October 2023 glacial lake outburst flood from South Lhonak Lake, which destroyed the Teesta III hydropower dam and impacted downstream towns, including Dikchu and Rangpo. Field stops across India included Lachung, Chungthang, Dikchu, Rangpo, Gangtok, and New Delhi.&nbsp;</p><p>Students explored both upstream and downstream consequences.&nbsp;</p><p>Upstream, the team examined how steep terrain and river confinement amplify flood forces, creating cascading risks for infrastructure. Using Filio’s interactive 360° media, students captured conditions in Lachung and Chungthang, allowing viewers to explore the landscape through a <a href="https://app.filio.io/photo-viewer?src=https://visual.filio.io/f-67d1cabeb82b05102bf91a4c/_d6LpRAkr0ymi1OqCtGeAYrXo8xBGTJmACPN0SGXP50QlCE8FLR-f-67da18bc11c485642674bf73_=s0-photo-r0&amp;rotation=0&amp;type=360"><strong>360° photo</strong></a> and <a href="https://app.filio.io/video-viewer?src=https://visual.filio.io/f-67d1cabeb82b05102bf91a4c/_IX5yWxXjRjtueg1qeGFhV62K8GDhLlarQ6uFC9g4zkjIl7rCM3-f-67dcd50f11c485642674d269_=s0-video&amp;rotation=0&amp;type=360"><strong>360° video</strong></a> that reveal how topography and river dynamics intensify disaster impacts.&nbsp;</p><p>They studied community-scale effects downstream, including damaged buildings, disrupted access, and prolonged recovery timelines.&nbsp;</p><p>Rangpo offered a glimpse of recovery in motion, with materials staged for rebuilding bridges and roads essential to commerce and emergency response.</p><div><h4><strong>Using Immersive Media as a Learning Tool&nbsp;</strong></h4><p>Students documented their field experience using <em>Filio</em>, an AI-powered visual reporting platform developed by Roozbahani through Georgia Tech’s <a href="https://create-x.gatech.edu/"><strong>CREATE-X</strong></a> ecosystem. Filio captures high-resolution photos, video, and 360° immersive media, preserving both the facts and the context of disaster sites; what the site felt like, what was lost, and what communities prioritized in recovery.&nbsp;&nbsp;</p><p>“A 360° capture lets students return months later and ask better questions. That second look is where learning accelerates,” Roozbahani said.&nbsp;</p><p>Supported by alumni and faculty mentors, including Tech alumnus <strong>Chris Klaus</strong> and Georgia Tech mentor <strong>Bill Higginbotham</strong>, the platform is evolving into a reusable educational library for future courses on immersive technology, responsible AI, and global resilience.&nbsp;</p><h4><strong>Kathmandu: The Context of Culture&nbsp;</strong></h4><p>The course concluded in Kathmandu, Nepal, where students examined how heritage, governance, and the everyday use of public space shape resilience.&nbsp;</p><p>Through Filio’s immersive documentation — including a <a href="https://app.filio.io/photo-viewer?src=https://visual.filio.io/f-67d1cafeb82b05102bf91a4d/_n2OFrWLzHNcdTkMl6uD9j0tSrOPybGLZccsNcarj8vwZaZIbuu-f-67dedf3f11c485642674d820_=s0-photo-r0&amp;rotation=0&amp;type=360"><strong>360° photo</strong></a> and <a href="https://app.filio.io/video-viewer?src=https://visual.filio.io/f-67d1cafeb82b05102bf91a4d/_CD25dUToZ6BgfmfrayfHHtsThQGJIQWu82xqmzSy884UXHnbEB-f-67dd5a9b11c485642674d302_=s0-video&amp;rotation=0&amp;type=360"><strong>360° video</strong></a> from Kathmandu — the focus broadened from hazard impacts to cultural context, highlighting how recovery is not only about rebuilding structures, but also about preserving identity, memory, and community.</p><h4><strong>Looking Ahead: A Growing Resource for All Students&nbsp;</strong></h4><p>Frost and Roozbahani envision the IDR immersive media library as a reusable resource for students even when they cannot travel, supporting future courses on immersive technology, responsible AI, and global resilience. Spring 2026 cohorts will continue to build on this foundation by documenting, analyzing, and sharing insights that can improve education and real-world disaster response.&nbsp;</p></div>]]></body>
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      <value>2026-01-22T00:00:00-05:00</value>
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      <value><![CDATA[An AI-powered tool is changing how researchers study disasters and how students learn from them. ]]></value>
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      <value><![CDATA[<p>An AI-powered tool is changing how researchers study disasters and how students learn from them.&nbsp;</p><p>In the <a href="https://atlas.gatech.edu/index.cfm?FuseAction=Programs.ViewProgramAngular&amp;id=10139"><strong>International Disaster Reconnaissance (IDR) course</strong></a>, students now use <a href="https://www.filio.io/"><em><strong>Filio</strong></em></a>, a platform built by School of Computing Instruction Senior Lecturer <strong>Max Mahdi Roozbahani</strong>, to capture immersive 360° media, photos, and video that transform real disaster sites in India and Nepal into living digital classrooms.&nbsp;</p>]]></value>
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            <body><![CDATA[<p><em>Students visited Lachung and Chungthang in Sikkim, India. Upstream in the Teesta Valley, students examined how steep terrain and river confinement amplify flood forces and how failures can cascade across an entire corridor of infrastructure.&nbsp;</em><br>&nbsp;</p>]]></body>
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                  <image_alt><![CDATA[Students visited Lachung and Chungthang in Sikkim, India. Upstream in the Teesta Valley, students examined how steep terrain and river confinement amplify flood forces and how failures can cascade across an entire corridor of infrastructure. ]]></image_alt>
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            <body><![CDATA[<p><em>Downstream in the town Dikchu in Sikkim, India, the class focused on community-scale consequences: damaged buildings, disrupted access, and long recovery timelines.</em><br>&nbsp;</p>]]></body>
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                  <image_alt><![CDATA[Downstream in the town Dikchu in Sikkim, India, the class focused on community-scale consequences: damaged buildings, disrupted access, and long recovery timelines.]]></image_alt>
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            <body><![CDATA[<p><em>Rangpo in Sikkim, India offered a view of recovery in motion such as materials staged for rebuilding near bridges and roads that keep commerce and emergency response moving.</em><br>&nbsp;</p>]]></body>
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                  <image_alt><![CDATA[Rangpo in Sikkim, India offered a view of recovery in motion such as materials staged for rebuilding near bridges and roads that keep commerce and emergency response moving.]]></image_alt>
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            <body><![CDATA[<p><em>In Kathmandu Valley, Nepal, the course broadened from hazard impacts to cultural context, exploring how heritage, governance, and everyday use of public space shape resilience.</em><br>&nbsp;</p>]]></body>
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                  <image_alt><![CDATA[In Kathmandu Valley, Nepal, the course broadened from hazard impacts to cultural context, exploring how heritage, governance, and everyday use of public space shape resilience.]]></image_alt>
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            <body><![CDATA[<p><em>School of Civil and Environmental Engineering students captured 360 media, using Filio, to study disaster sites in India and Nepal. Photos provided by Roozbahani.&nbsp;</em><br>&nbsp;</p>]]></body>
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                  <image_alt><![CDATA[School of Civil and Environmental Engineering students captured 360 media, using Filio, to study disaster sites in India and Nepal. Photos provided by Roozbahani. ]]></image_alt>
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