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<r><article key="journals/envsoft/RamirezD26" mdate="2026-02-01">
<author orcid="0000-0003-4337-2325" pid="331/3794">Carlos Erazo Ramirez</author>
<author pid="49/2672">Ibrahim Demir</author>
<title>AI-assisted voice enabled computing framework for hydrological analysis.</title>
<pages>106833</pages>
<year>2026</year>
<volume>197</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2025.106833</ee>
<url>db/journals/envsoft/envsoft197.html#RamirezD26</url>
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<r><article key="journals/envsoft/SajjaMSD26" mdate="2026-02-01">
<author orcid="0000-0002-2432-2472" pid="340/7228">Ramteja Sajja</author>
<author orcid="0009-0006-6691-6558" pid="416/5263">Omer Mermer</author>
<author orcid="0000-0003-1516-8335" pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Hydro3DJS: A modular web-based library for real-time 3D visualization of watershed dynamics and digital twin integration.</title>
<pages>106853</pages>
<year>2026</year>
<volume>197</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2025.106853</ee>
<url>db/journals/envsoft/envsoft197.html#SajjaMSD26</url>
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<r><article key="journals/access/SajjaPSD25" mdate="2025-04-08">
<author orcid="0000-0002-2432-2472" pid="340/7228">Ramteja Sajja</author>
<author orcid="0009-0007-8715-7172" pid="345/8423">Vinay Pursnani</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>AI-Assisted Educational Framework for Floodplain Manager Certification: Enhancing Vocational Education and Training Through Personalized Learning.</title>
<pages>42401-42413</pages>
<year>2025</year>
<volume>13</volume>
<journal>IEEE Access</journal>
<ee type="oa">https://doi.org/10.1109/ACCESS.2025.3548591</ee>
<url>db/journals/access/access13.html#SajjaPSD25</url>
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<r><article key="journals/access/SajjaSD25" mdate="2025-05-09">
<author orcid="0000-0002-2432-2472" pid="340/7228">Ramteja Sajja</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>End-to-End Deployment of the Educational AI Hub for Personalized Learning and Engagement: A Case Study on Environmental Science Education.</title>
<pages>55169-55186</pages>
<year>2025</year>
<volume>13</volume>
<journal>IEEE Access</journal>
<ee type="oa">https://doi.org/10.1109/ACCESS.2025.3554222</ee>
<url>db/journals/access/access13.html#SajjaSD25</url>
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<r><article key="journals/bdcc/MermerZD25" mdate="2025-10-01">
<author orcid="0009-0006-6691-6558" pid="416/5263">Omer Mermer</author>
<author pid="389/5333">Eddie Zhang</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>A Comparative Study of Ensemble Machine Learning and Explainable AI for Predicting Harmful Algal Blooms.</title>
<pages>138</pages>
<year>2025</year>
<volume>9</volume>
<journal>Big Data Cogn. Comput.</journal>
<number>5</number>
<ee type="oa">https://doi.org/10.3390/bdcc9050138</ee>
<url>db/journals/bdcc/bdcc9.html#MermerZD25</url>
<stream>streams/journals/bdcc</stream>
</article>
</r>
<r><article key="journals/envsoft/SermetLDMMCMD25" mdate="2025-10-14">
<author orcid="0000-0003-1516-8335" pid="227/1260">Yusuf Sermet</author>
<author pid="386/6767">Chung-Yuan Liang</author>
<author orcid="0000-0002-5327-8431" pid="139/7917">Sayan Dey</author>
<author pid="52/1809">Marian Muste</author>
<author pid="12/7329">Venkatesh Merwade</author>
<author pid="230/3395">Amanda L. Cox</author>
<author pid="385/9807">J. Toby Minear</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>River morphology information system: A web cyberinfrastructure for advancing river morphology research.</title>
<pages>106222</pages>
<year>2025</year>
<volume>183</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106222</ee>
<url>db/journals/envsoft/envsoft183.html#SermetLDMMCMD25</url>
<stream>streams/journals/envsoft</stream>
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</r>
<r><article key="journals/envsoft/MerwadeDMCMSDL25" mdate="2025-10-14">
<author orcid="0000-0001-5518-2890" pid="12/7329">Venkatesh Merwade</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<author pid="52/1809">Marian Muste</author>
<author pid="230/3395">Amanda L. Cox</author>
<author pid="385/9807">J. Toby Minear</author>
<author pid="227/1260">Yusuf Sermet</author>
<author pid="139/7917">Sayan Dey</author>
<author pid="386/6767">Chung-Yuan Liang</author>
<title>Towards an open and integrated cyberinfrastructure for river morphology research in the big data era.</title>
<pages>106240</pages>
<year>2025</year>
<volume>183</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106240</ee>
<url>db/journals/envsoft/envsoft183.html#MerwadeDMCMSDL25</url>
<stream>streams/journals/envsoft</stream>
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</r>
<r><article key="journals/envsoft/LiSD25" mdate="2025-10-14">
<author orcid="0000-0002-1261-3408" pid="336/4977">Zhouyayan Li</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>EarthObsNet: A comprehensive Benchmark dataset for data-driven earth observation image synthesis.</title>
<pages>106292</pages>
<year>2025</year>
<volume>185</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106292</ee>
<url>db/journals/envsoft/envsoft185.html#LiSD25</url>
<stream>streams/journals/envsoft</stream>
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</r>
<r><article key="journals/envsoft/KaynakKRD25" mdate="2025-10-14">
<author orcid="0000-0002-7500-4001" pid="256/6774">S&#252;meyye Kaynak</author>
<author orcid="0000-0002-9004-2639" pid="256/6696">Baran Kaynak</author>
<author orcid="0000-0003-4337-2325" pid="331/3794">Carlos Erazo Ramirez</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Geo-WC: Custom web components for earth science organizations and agencies.</title>
<pages>106328</pages>
<year>2025</year>
<volume>185</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2025.106328</ee>
<url>db/journals/envsoft/envsoft185.html#KaynakKRD25</url>
<stream>streams/journals/envsoft</stream>
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</r>
<r><article key="journals/envsoft/DemiraySYD25" mdate="2025-10-14">
<author orcid="0000-0002-3297-7276" pid="262/6007">Bekir Z. Demiray</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-9043-769X" pid="211/1957">Enes Yildirim</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>FloodGame: An interactive 3D serious game on flood mitigation for disaster awareness and education.</title>
<pages>106418</pages>
<year>2025</year>
<volume>188</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2025.106418</ee>
<url>db/journals/envsoft/envsoft188.html#DemiraySYD25</url>
<stream>streams/journals/envsoft</stream>
</article>
</r>
<r><inproceedings key="conf/gis/SarkarHCHLDJ25" mdate="2026-02-03">
<author orcid="0000-0003-2575-1241" pid="276/1380">Aishwarya Sarkar</author>
<author orcid="0009-0005-9026-5161" pid="417/4591">Autrin Hakimi</author>
<author orcid="0009-0005-3542-4035" pid="417/4153">Xiaoqiong Chen</author>
<author orcid="0000-0002-4099-8675" pid="51/944-15">Hai Huang 0015</author>
<author orcid="0000-0002-1526-0513" pid="259/5841">Chaoqun Lu</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<author orcid="0000-0001-8672-5317" pid="74/1277">Ali Jannesari</author>
<title>HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction.</title>
<pages>1019-1030</pages>
<year>2025</year>
<booktitle>SIGSPATIAL/GIS</booktitle>
<ee>https://doi.org/10.1145/3748636.3764172</ee>
<crossref>conf/gis/2025</crossref>
<url>db/conf/gis/gis2025.html#SarkarHCHLDJ25</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2501-00208" mdate="2025-10-14">
<author pid="396/6287">Moaiz Abrar</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>An Empirical Evaluation of Large Language Models on Consumer Health Questions.</title>
<year>2025</year>
<month>January</month>
<volume>abs/2501.00208</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2501.00208</ee>
<url>db/journals/corr/corr2501.html#abs-2501-00208</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2503-04849" mdate="2025-10-14">
<author orcid="0009-0002-2801-1302" pid="401/7658">Likith Kadiyala</author>
<author pid="340/7228">Ramteja Sajja</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Enhancing Collective Intelligence in Large Language Models Through Emotional Integration.</title>
<year>2025</year>
<month>March</month>
<volume>abs/2503.04849</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2503.04849</ee>
<url>db/journals/corr/corr2503.html#abs-2503-04849</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2505-04916" mdate="2025-10-14">
<author pid="340/7228">Ramteja Sajja</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education.</title>
<year>2025</year>
<month>May</month>
<volume>abs/2505.04916</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2505.04916</ee>
<url>db/journals/corr/corr2505.html#abs-2505-04916</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2506-05699" mdate="2025-10-14">
<author pid="340/7228">Ramteja Sajja</author>
<author pid="227/1260">Yusuf Sermet</author>
<author pid="397/8814">Brian Fodale</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Evaluating AI-Powered Learning Assistants in Engineering Higher Education: Student Engagement, Ethical Challenges, and Policy Implications.</title>
<year>2025</year>
<month>June</month>
<volume>abs/2506.05699</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2506.05699</ee>
<url>db/journals/corr/corr2506.html#abs-2506-05699</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2509-02481" mdate="2026-02-04">
<author pid="276/1380">Aishwarya Sarkar</author>
<author pid="417/4591">Autrin Hakimi</author>
<author pid="417/4153">Xiaoqiong Chen</author>
<author pid="51/944-15">Hai Huang 0015</author>
<author pid="259/5841">Chaoqun Lu</author>
<author pid="49/2672">Ibrahim Demir</author>
<author pid="74/1277">Ali Jannesari</author>
<title>HydroGAT: Distributed Heterogeneous Graph Attention Transformer for Spatiotemporal Flood Prediction.</title>
<year>2025</year>
<month>September</month>
<volume>abs/2509.02481</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2509.02481</ee>
<url>db/journals/corr/corr2509.html#abs-2509-02481</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><article key="journals/bdcc/SajjaRLDSD24" mdate="2025-05-09">
<author orcid="0000-0002-2432-2472" pid="340/7228">Ramteja Sajja</author>
<author pid="331/3794">Carlos Erazo Ramirez</author>
<author pid="336/4977">Zhouyayan Li</author>
<author pid="262/6007">Bekir Z. Demiray</author>
<author orcid="0000-0003-1516-8335" pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications.</title>
<pages>188</pages>
<year>2024</year>
<volume>8</volume>
<journal>Big Data Cogn. Comput.</journal>
<number>12</number>
<ee type="oa">https://doi.org/10.3390/bdcc8120188</ee>
<url>db/journals/bdcc/bdcc8.html#SajjaRLDSD24</url>
<stream>streams/journals/bdcc</stream>
</article>
</r>
<r><article key="journals/envsoft/RamirezSD24" mdate="2025-10-14">
<author orcid="0000-0003-4337-2325" pid="331/3794">Carlos Erazo Ramirez</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>HydroCompute: An open-source web-based computational library for hydrology and environmental sciences.</title>
<pages>106005</pages>
<year>2024</year>
<volume>175</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106005</ee>
<url>db/journals/envsoft/envsoft175.html#RamirezSD24</url>
</article>
</r>
<r><article key="journals/envsoft/SitSDD24" mdate="2025-10-14">
<author orcid="0000-0002-2707-6692" pid="236/4271">Muhammed Ali Sit</author>
<author orcid="0000-0002-3092-0241" pid="240/5142">Bong-Chul Seo</author>
<author pid="262/6007">Bekir Z. Demiray</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>EfficientRainNet: Leveraging EfficientNetV2 for memory-efficient rainfall nowcasting.</title>
<pages>106001</pages>
<year>2024</year>
<volume>176</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106001</ee>
<url>db/journals/envsoft/envsoft176.html#SitSDD24</url>
</article>
</r>
<r><article key="journals/envsoft/LiD24" mdate="2025-10-14">
<author orcid="0000-0002-1261-3408" pid="336/4977">Zhouyayan Li</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing.</title>
<pages>106022</pages>
<year>2024</year>
<volume>176</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106022</ee>
<url>db/journals/envsoft/envsoft176.html#LiD24</url>
</article>
</r>
<r><article key="journals/envsoft/RamirezSSD24" mdate="2025-10-14">
<author orcid="0000-0003-4337-2325" pid="331/3794">Carlos Erazo Ramirez</author>
<author pid="227/1260">Yusuf Sermet</author>
<author pid="348/1588">Muneeb Shahid</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain.</title>
<pages>106068</pages>
<year>2024</year>
<volume>178</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2024.106068</ee>
<url>db/journals/envsoft/envsoft178.html#RamirezSSD24</url>
<stream>streams/journals/envsoft</stream>
</article>
</r>
<r><article key="journals/information/SajjaSCCD24" mdate="2026-01-02">
<author orcid="0000-0002-2432-2472" pid="340/7228">Ramteja Sajja</author>
<author orcid="0000-0003-1516-8335" pid="227/1260">Yusuf Sermet</author>
<author pid="357/3144">Muhammed Cikmaz</author>
<author orcid="0000-0001-6161-731X" pid="340/7437">David Cwiertny</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education.</title>
<pages>596</pages>
<year>2024</year>
<volume>15</volume>
<journal>Inf.</journal>
<number>10</number>
<ee type="oa">https://doi.org/10.3390/info15100596</ee>
<url>db/journals/information/information15.html#SajjaSCCD24</url>
<stream>streams/journals/information</stream>
</article>
</r>
<r><article key="journals/urbaninformatics/AlabbadMCD24" mdate="2024-04-15">
<author orcid="0000-0002-9663-4299" pid="259/6048">Yazeed Alabbad</author>
<author pid="14/7172">Jerry Mount</author>
<author pid="72/2126">Ann M. Campbell</author>
<author pid="49/2672">Ibrahim Demir</author>
<title>A web-based decision support framework for optimizing road network accessibility and emergency facility allocation during flooding.</title>
<year>2024</year>
<volume>3</volume>
<journal>Urban Inform.</journal>
<number>1</number>
<ee type="oa">https://doi.org/10.1007/s44212-024-00040-0</ee>
<url>db/journals/urbaninformatics/urbaninformatics3.html#AlabbadMCD24</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2401-17434" mdate="2025-10-14">
<author pid="340/7228">Ramteja Sajja</author>
<author pid="331/3794">Carlos Erazo Ramirez</author>
<author pid="336/4977">Zhouyayan Li</author>
<author pid="262/6007">Bekir Z. Demiray</author>
<author pid="227/1260">Yusuf Sermet</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications.</title>
<year>2024</year>
<volume>abs/2401.17434</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2401.17434</ee>
<url>db/journals/corr/corr2401.html#abs-2401-17434</url>
</article>
</r>
<r><article publtype="informal" key="journals/corr/abs-2406-07484" mdate="2025-10-14">
<author pid="262/6007">Bekir Z. Demiray</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Towards Generalized Hydrological Forecasting using Transformer Models for 120-Hour Streamflow Prediction.</title>
<year>2024</year>
<volume>abs/2406.07484</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2406.07484</ee>
<url>db/journals/corr/corr2406.html#abs-2406-07484</url>
</article>
</r>
<r><article key="journals/caeai/PursnaniSKD23" mdate="2025-03-03">
<author pid="345/8423">Vinay Pursnani</author>
<author orcid="0000-0003-1516-8335" pid="227/1260">Yusuf Sermet</author>
<author pid="390/7766">Musa Kurt</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Performance of ChatGPT on the US fundamentals of engineering exam: Comprehensive assessment of proficiency and potential implications for professional environmental engineering practice.</title>
<pages>100183</pages>
<year>2023</year>
<volume>5</volume>
<journal>Comput. Educ. Artif. Intell.</journal>
<ee type="oa">https://doi.org/10.1016/j.caeai.2023.100183</ee>
<url>db/journals/caeai/caeai5.html#PursnaniSKD23</url>
<stream>streams/journals/caeai</stream>
</article>
</r>
<r><article key="journals/envsoft/LiDGBD23" mdate="2023-06-26">
<author orcid="0000-0002-1261-3408" pid="336/4977">Zhouyayan Li</author>
<author pid="336/5507">Felipe Quintero Duque</author>
<author pid="336/4486">Trevor Grout</author>
<author pid="336/5243">Bradford Bates</author>
<author orcid="0000-0002-0461-1242" pid="49/2672">Ibrahim Demir</author>
<title>Comparative analysis of performance and mechanisms of flood inundation map generation using Height Above Nearest Drainage.</title>
<pages>105565</pages>
<year>2023</year>
<volume>159</volume>
<journal>Environ. Model. Softw.</journal>
<ee>https://doi.org/10.1016/j.envsoft.2022.105565</ee>
<url>db/journals/envsoft/envsoft159.html#LiDGBD23</url>
</article>
</r>
<r><article key="journals/envsoft/AlabbadYD23" mdate="2023-09-30">
<author orcid="0000-0002-9663-4299" pid="259/6048">Yazeed Alabbad</author>
<author orcid="0000-0002-9043-769X" pid="211/1957">Enes Yildirim</author>
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<title>A web-based analytical urban flood damage and loss estimation framework.</title>
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