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<p>
<br><br>
<span style="font-size: 20px"><strong>Julius M. BAÑGATE</strong></span><br>
Postdoctoral Researcher on Geovisualisation, Multi agent Modelling, Simulation & Complex Systems<br>
PhD Computer Science (Doctorat Informatique)<br>
MSc Remote Sensing (Master en Télédétection et SIG)<br>
BSc Geodetic Engineering (Génie Geomatique)<br>
<br>
Email: jules.bangate@gmail.com, julius.bangate@ign.fr<br>
<br>
<a href="https://orcid.org/0000-0001-8913-8353">ORCID: 0000-0001-8913-8353</a><br>
<br>
Postdoctoral Researcher on Geovisualisation<br>
Institut Géographique National (<a href="https://www.ign.fr/">IGN</a>) <br>
Lab: Laboratoire en Sciences et Technologies de l'Information Géographique, (<a href="https://www.umr-lastig.fr/">LASTIG</a>)<br>
Team: <a href="https://www.umr-lastig.fr/geovis/">GEOVIS</a><br>
73 Avenue de Paris, 94165 Saint-Mandé, Ile de France<br><br>
L'École nationale des sciences géographiques <a href="https://ensg.eu/fr">(ENSG-Geomatique)</a> <br>
L'université Gustave-Eiffel <a href="https://www.univ-gustave-eiffel.fr/">(UGE)</a><br>
6-8 Avenue Blaise Pascal, Cité Descartes<br>
Champs-sur-Marne, 77455 Marne La Vallée<br><br>
Research: Visualization of ensemble forecasts of the coastal flooding phenomenon<br>
Project: <a href="https://oracles.brgm.fr/fr">ANR-ORACLES</a><br>
Collaborating Institutions: <a href="https://www.ign.fr/">IGN</a>, <a href="https://www.brgm.fr/fr">BRGM</a>, <a href="https://meteofrance.com/">METEOFRANCE</a>, <a href="https://keyros.org/">KEYROS</a><br>
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<p>
<h2>  Julius M. BAÑGATE</h2>
    <b>CV:</b>
<br>
<ul>
<li><a href="https://jmbangate.github.io/">About</a><br></li>
<li><a href="https://jmbangate.github.io/education.html">Education</a></li>
<li><a href="https://jmbangate.github.io/publications.html">Publications</a></li>
<li><a href="https://jmbangate.github.io/work_experience.html">Work Experience</a></li>
<li><a href="https://jmbangate.github.io/roles_past_projects.html">Roles in Past Projects</a></li>
<li><a href="https://jmbangate.github.io/skills.html">Skills</a><br></li>
<li><a href="https://jmbangate.github.io/conferences_attended.html">Conferences Attended</a></li>
<li><a href="https://jmbangate.github.io/papers_presentations.html">Presentations</a></li>
<li><a href="https://jmbangate.github.io/lecturer_trainings.html">Lectures & Trainings Conducted</a></li>
<li><a href="https://jmbangate.github.io/trainings_attended.html">Coding Camps & Trainings Attended</a></li>
</ul>
</p>
<p>
    <b>Languages:</b>
<ul>
<li>English (Fluent, C2)</li>
<li>French (Basic, B1)</li>
<li>Filipino/Tagalog (Native/Fluent, C2)</li>
<li>Filipino/Bicol (Native/Fluent, C2)</li>
<ul>
</p>
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<td bgcolor="black">
<b>Links:</b><br>
<ul>
<li><a href="https://www.linkedin.com/in/julius-ba%C3%B1gate-38251833/">LinkdIn</a></li>
<li><a href="https://www.researchgate.net/profile/Julius-Bangate">Researchgate</a></li>
<li><a href="https://jbangate.wixsite.com/jmbangate/">Personal Webpage</a></li>
<li><a href="https://www.youtube.com/channel/UC1-lMBRbHIYzLdu7YUy-laQ/videos">YouTube Channel</a></li>
<li><a href="https://mamscgfr.weebly.com/">PhD Thesis Website</a></li>
</ul>
<br>
<br>
<b>Research Areas:</b><br>
<ul>
<li><a href="https://jmbangate.github.io/multiagent.html">Multi Agent Systems</a></li>
<li><a href="https://jmbangate.github.io/graphtheory.html">Graph Theory</a></li>
<li><a href="https://jmbangate.github.io/geospatial.html">GeoVisualisation</a></li>
</ul>
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<br><br>
<h2 style="margin-left: 20px;">PUBLICATIONS</h2>
<h4 style="margin-left: 20px;">A. Visualisation</h4>
<p class="styled-paragraph">
<ul>
<li>BANGATE J., Gautier J., Christophe S., Idier D., Paradis D. and Lecacheux S., "Visualizing uncertainty from meteo-oceanic ensemble data," 2025 IEEE Workshop on Uncertainty Visualization: Unraveling Relationships of Uncertainty, AI, and Decision-Making, Vienna, Austria, 2025, pp. 58-68, doi: 10.1109/UncertaintyVisualization68947.2025.00013.
keywords: {Visualization;Uncertainty;Storms;Decision making;Weather forecasting;Data visualization;Sea measurements;Sensor phenomena and characterization;Satellite images;Floods;Ensemble data;Uncertainty;Visual analysis;Meteo-oceanic data;Meteorological forecasting;Decision making},
<a href="https://doi.org/10.1109/UncertaintyVisualization68947.2025.00013">Published_IEEE Explore</a>, <a href="https://hal.science/hal-05213756v1">Preprint_HAL</a> </li> <br>
</ul>
</p>
<h4 style="margin-left: 20px;">B. Industrial Simulation (Transport, logistics, supply chains, semantic graphs)</h4>
<p class="styled-paragraph">
<ul>
<li>LOUBET L., DEL MONDO G., BAÑGATE J., SANLAVILLE E. and TRANOUEZ P., “Modelling the governance of European medium-sized port-cities”. cst_11574 - Les Cahiers Scientifiques du Transport - Scientific Papers in Transportation, 29 mai 2024, 80-81 | 2023 - https://doi.org/10.46298/cst.11574, EPI Sciences, https://doi.org/10.46298/cst.11574<a href="https://cst.episciences.org/13651/pdf">Link</a></li> <br>
<li>LOUBET L., DEL MONDO G., BAÑGATE J., SANLAVILLE E. and TRANOUEZ P., (Published @ EPISciences). “Modélisation de la gouvernance des villes portuaires européennes de taille moyenne”.<a href="https://cst.episciences.org/13651">Link</a></li><br>
<li>BAÑGATE, J., FOURNIER, D., SANLAVILLE, E. and DEMARE, T., (2024). “Simulation Tools for the Flows of Goods in the Seine Corridor Using a Multimodal Network”. p. 186-198, Maritime Ports, Supply Chains and Logistics Corridors. 1st Edition. Edited By Cyrille Bertelle, Nathan Gouin, Antoine Frémont, Copyright 2024, Routledge, Taylor and Francis, <a href="https://www.routledge.com/Maritime-Ports-Inland-Corridors-and-Logistics/Bertelle-Gouin-Fremont/p/book/9781032429410">Link to Book</a></li><br>
<li>BAÑGATE, J., FOURNIER, D. and SANLAVILLE, E. (2021). "Flux des filières stratégiques en vallée de Seine. Simulation pour la filière automobile incluant les ports Normands. In: Ports et Territorroires Normands Eds. Loubet L. & Serry A., November 2021 Publisher: EMS ISBN: 978-2-37687-561-1. <a href="https://www.sefacil.com/wp-content/uploads/2021/12/Ports-Normands_HD.pdf">Link to book</a></li><br>
<li>BAÑGATE, J., DEMARE, T., FOURNIER, D., and SANLAVILLE, E., (2021). “Présentation d'un outil de simulation des Flux en vallée de Seine”. Conference Proceedings ICoSCaL21 : International Conference on Smart Corridors and Logistics, Institut pour une logistique intelligente en Vallée de Seine Le Havre (France), November 24-26 2021. Abstract: <a href="https://logistique-vdseine.fr/_media/bangate-demarre-fournier-sanlaville.pdf">https://logistique-vdseine.fr/_media/bangate-demarre-fournier-sanlaville.pdf</a>, Presentation: <a href="https://logistique-vdseine.fr/_media/20211124_icoscal21_bangatedemarefourniersanlaville.pdf">https://logistique-vdseine.fr/_media/20211124_icoscal21_bangatedemarefourniersanlaville.pdf</a></li>
</ul>
</p>
<h4 style="margin-left: 20px;">C. Social Simulation (Human behaviour, crisis, pedestrian evacuation)</h4>
<p class="styled-paragraph">
<ul>
<li>BECK, E., DUGDALE, J., ADAM, C., GAÏDATZIS, C., and BAÑGATE, J. (2020). A methodology for co-constructing an interdisciplinary model: from model to survey, from survey to model. <a href="https://arxiv.org/abs/2011.13604">https://arxiv.org/abs/2011.13604</a>. preprint</li><br>
<li>BAÑGATE, J. (2019), “Multi-agent modelling of seismic crisis.”, PhD Thesis. Computers and Society [cs.CY]. Université Grenoble Alpes, 2019. English. <a href="https://tel.archives-ouvertes.fr/tel-02613082">https://tel.archives-ouvertes.fr/tel-02613082</a></li><br>
<li>BAÑGATE, J., DUGDALE, J., BECK, E. and ADAM, C., (2019). “Review of Agent Based Modelling of Social Attachment in Crisis Situations”, International Journal of Information Systems for Crisis Response and Management (IJISCRAM) Volume 11, Issue 1 edited by Bañuls Silvera and Murray Jennex. DOI: 10.4018/IJISCRAM.2019010103 <a href="https://www.igi-global.com/article/review-of-agent-based-modelling-of-social-attachment-in-crisis-situations/234326">https://www.igi-global.com/article/review-of-agent-based-modelling-of-social-attachment-in-crisis-situations/234326</a> </li><br>
<li>BAÑGATE, J., DUGDALE, J., BECK, E. and ADAM, C., (2018). “A multi-agent system approach in evaluating human spatio-temporal vulnerability to seismic risk using social attachment.” Proceedings 11th International Conference on Risk Analysis and Hazard Mitigation (Risk Analysis 2018), June 6-8, 2018, Seville, SPAIN. Risk Analysis XI <a href="https://www.witpress.com/elibrary/wit-transactions-on-engineering-sciences/121/36673">https://www.witpress.com/elibrary/wit-transactions-on-engineering-sciences/121/36673</a></li><br>
<li>BAÑGATE, J., DUGDALE, J., BECK, E. and ADAM, C., (2017). “SOLACE, a multi-agent model of human behaviour driven by social attachment during seismic crisis”, 4th International Conference on Information and Communication Technologies for Disaster Management (ICTDM 2017), December 11-13, 2017, Münster, GERMANY. <a href="https://ieeexplore.ieee.org/document/8275676/">https://ieeexplore.ieee.org/document/8275676/</a></li><br>
<li>BAÑGATE, J., DUGDALE, J., ADAM, C. and BECK, E., (2017). “A review on the influence of social attachment on human mobility during crises”. 14th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2017), May 21 – 24, 2017, Albi, FRANCE. <a href="http://idl.iscram.org/files/juliusbangate/2017/2004_JuliusBangate_etal2017.pdf">http://idl.iscram.org/files/juliusbangate/2017/2004_JuliusBangate_etal2017.pdf</a></li>
</ul>
</p>
<h4 style="margin-left: 20px;">D. Remote Sensing, Geographic Information Systems and Environmental Science</h4>
<p class="styled-paragraph">
<ul>
<li>BAÑGATE, J., Sayco, M. A. F., Hibbionada, E. M. C., Aligam, R. A., Macaspac, V. A. D. and Tupas, M. E. A. (2011), “Utilization of Geospatial Technologies in Public Assessment of Water Services. Utilities and Infrastructure Symposia”, Asia Geospatial Forum, Jakarta, INDONESIA, October 17-19, 2011.</li><br>
<li>Macaspac, V. A. D., Tupas, M. E. A., BAÑGATE, J., Sayco, M. A. F., Aligam, R. A. and Hibbionada, E; M. C. (2011), <a href="https://www.geospatialworld.net/article/synergy-of-open-source-and-proprietary-gis-in-consumer-survey-project-operations/">“Synergy of Open Source and Proprietary GIS in Consumer Survey Project Operations"</a> . Session on Cloud Computing and Open Source, Asia Geospatial Forum, Jakarta, INDONESIA, October 17-19, 2011.</li><br>
<li>BAÑGATE, J. (2006): <a href="https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwijt6Dyp4j-AhWLRaQEHZEgCng4FBAWegQICBAB&url=https%3A%2F%2Fwww.isprs.org%2Fproceedings%2Fxxxvi%2F4-c42%2FPapers%2F19_Automated%2520classification%2520IC%2520II%2520-%2520Geology%2C%2520Soil%2C%2520Natural%2520Resources%2FOBIA2006_Bangate_ABSTRACT.pdf&usg=AOvVaw3aanOIE7Rlk4Z6v-v0Q1M7">“Classification methods for preventive analysis of tropical slope systems: mapping Leyte's pre-disaster environment with ASTER imagery”</a> . Poster at the 1st International Conference on Object Based Image Analysis, Salzburg University, AUSTRIA, July 3-5, 2006..</li><br>
<li>RJN Vinluan, ED Lopez, JM BAÑGATE, MA Abella (2004). The use of fractal and landscape metrics to characterize landcover in a threatened watershed from polarimetric radar imagery. Journal: Proceedings of the 25th Asian Conference on Remote Sensing, 22-26 November 2004, Chiang Mai, Thailand
Publisher: Asian Association on Remote Sensing (AARS)</li><br>
<li>RJN Vinluan, JM BAÑGATE, MA Abella (2004), Characterization of land cover from radar images using fractals and landscape analysis. Acquisition and exploitation of AIRSAR and MASTER data sets for applications in food security?. Journal: Paper presented at the First National Symposium on Geoinformatics, 10-12 November 2004, Mariano Marcos State University, Batac, Ilocos Norte, Philippines</li><br>
<li>R. J. N. Vinluan, E. D. Lopez, J. M. BAÑGATE, M. A. R. Abella (2004), Environmental impact assessment of dynamic anthropogenic activities in the Marikina Watershed Reservation [Technical report], Journal: Submitted to the Philippine Council for Advanced Science and Technology Research and Development</li><br>
<li>RJN Vinluan, J L Batongbacal, EJ Agsaoay, ED Lopez, J BAÑGATE (2000), The Philippine Marine Geographic Information System: A tool for legislation, planning and decision- making. Journal: Paper presented at the GIS Day 2000 Conference, 14-16 November 2000, Manila Galeria Suites, Ortigas Center, Pasig City, Philippines</li><br>
<li>Peralta, G. L., Rivera, C. B., De Sales, L., BAÑGATE, J. (2002), <a href="https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwi6g8DAoYj-AhV6U6QEHeyYDvoQFnoECAwQAQ&url=https%3A%2F%2Fcleancooking.org%2Fwp-content%2Fuploads%2F2021%2F07%2F43-1.docx&usg=AOvVaw1jDoAnjJVFovUi7EFC54Hc">A Study on the Association of Particulate Air Pollutants and Respiratory Diseases in Metro Manila, Better Air Quality in Asian and Pacific Rim Cities (BAQ 2002)</a> , pages 167-174, Hong Kong Convention and Exhibition Centre (HKCEC), 16 Dec 2002 – 18 Dec, 2002 </li><br>
</ul>
<h4 style="margin-left: 20px;"> <a href="https://jmbangate.github.io/papers_presentations.html">D. Links to other presentations/papers</a></h4>
</p>
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