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		<loc>https://systems.jhu.edu/research-projects/the-impact-of-ai-scribe-on-primary-care-workload/</loc>
		<lastmod>2026-02-06T16:36:48+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/The-Impact-of-AI-Scribe-on-Primary-Care-Workload.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/energy-transition/</loc>
		<lastmod>2026-02-06T17:50:07+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Energy-Transition.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/auto-ai-guidebook-for-intelligent-systems/</loc>
		<lastmod>2026-02-06T18:47:12+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Auto-AI-Guidebook-for-Intelligent-Systems.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/sustainable-computing-for-traffic-automation/</loc>
		<lastmod>2026-02-06T19:44:27+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Sustainable_Computing-scaled.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/mixture-of-experts-computing-systems/</loc>
		<lastmod>2026-02-06T19:54:08+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Mixture-of-Experts-Computing-Systems.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/u-s-mmr-vaccination-trends/</loc>
		<lastmod>2026-02-06T22:02:01+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/U.S.-MMR-Vaccination-Trends.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/covid-19-mortality-in-us-counties/</loc>
		<lastmod>2026-02-06T22:06:48+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Covid-19-mortality-in-US-counties.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/uncovering-the-factors-that-drive-vaccination-behaviors/</loc>
		<lastmod>2026-02-06T22:08:39+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Uncovering-the-Factors-that-Drive-Vaccination-Behaviors.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/forecasting-outbreaks/</loc>
		<lastmod>2026-02-16T19:10:53+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Outbreak-Prediction.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/inferring-the-drivers-of-disease-spread-and-health-outcomes/</loc>
		<lastmod>2026-02-16T19:19:49+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Inferring-the-Drivers-of-Disease-Spread-and-Health-Outcomes.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/incorporating-endogenous-human-behavior-into-disease-transmission-models/</loc>
		<lastmod>2026-02-16T19:41:53+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Incorporating-Endogenous-Human-Behavior-into-Disease-Transmission-Models-.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/agent-based-modeling/</loc>
		<lastmod>2026-02-16T19:48:00+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Agent-Based-Modeling.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/generative-ai-for-traffic-planning/</loc>
		<lastmod>2026-02-16T19:50:52+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Generative-AI-for-Traffic-Planning.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/trustworthy-llm-for-traffic-forecasting/</loc>
		<lastmod>2026-02-16T19:55:31+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Trustworthy-LLM-for-Traffic-Forecasting.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/jh-csse-covid-19-dashboard/</loc>
		<lastmod>2026-02-16T19:58:50+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/11/nCoV-map-Mar1320-1536x769-1.webp</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/u-s-measles-tracker/</loc>
		<lastmod>2026-02-16T19:59:10+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Screenshot-2025-07-08-130828-980x654-1.jpg</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/smart-parking-systems-for-freight-trucks-and-urban-lots/</loc>
		<lastmod>2026-02-16T20:04:21+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Smart-Parking-Systems-for-Freight-Trucks-and-Urban-Lots.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/decision-companion-for-traffic-safety-improvement/</loc>
		<lastmod>2026-02-16T20:05:01+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Decision-Companion-for-Traffic-Safety-Improvement--scaled.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/cooperative-sensing-and-efficient-computing/</loc>
		<lastmod>2026-02-16T20:07:30+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Cooperative-Sensing-and-Efficient-Computing.png</image:loc>
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	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/do-people-believe-that-automated-vehicle-is-the-solution-to-impaired-driving/</loc>
		<lastmod>2026-02-16T20:11:55+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Do-people-believe-that-automated-vehicle-is-the-solution-to-impaired-driving.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/assured-cav-perception-systems/</loc>
		<lastmod>2026-02-16T20:13:52+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Assured-CAV-Perception-Systems.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/autonomous-vehicle-risk-and-public-acceptance-framework/</loc>
		<lastmod>2026-02-16T20:15:52+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Autonomous-Vehicle-Risk-and-Public-Acceptance-Framework.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/leveraging-information-technology-to-understand-and-assist-vulnerable-road-users/</loc>
		<lastmod>2026-02-16T20:16:17+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Leveraging-Information-Technology-to-Understand-and-Assist-Vulnerable-Road-Users.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/can-llm-agents-drive-like-human-beings-benchmarks-feature-attributions-interpretations-and-insights/</loc>
		<lastmod>2026-02-16T20:17:01+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Can-LLM-Agents-Drive-Like-Human-Beings-Benchmarks-Feature-Attributions-Interpretations-and-Insights.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/patient-state-modeling-in-critical-care-llms-and-continuous-state-estimation/</loc>
		<lastmod>2026-02-16T20:24:34+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Patient-State.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/time-series-llms-with-reasoning/</loc>
		<lastmod>2026-02-16T20:25:31+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Time-series-LLMs-with-Reasoning.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/inventory-management-and-ppe-procurement/</loc>
		<lastmod>2026-02-16T20:31:09+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Inventory-Management-and-PPE-Procurement.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/optimizing-capacity-management-decisions-for-healthcare-systems-under-stress/</loc>
		<lastmod>2026-02-16T20:37:14+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Optimizing-Capacity-Management-Decisions.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/scheduling-in-surgery-and-homecare/</loc>
		<lastmod>2026-02-16T20:39:56+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Scheduling-in-Surgery-and-Homecare.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/patient-mobility-and-falls-risk-assessment-tools/</loc>
		<lastmod>2026-02-16T20:42:52+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Patient-Mobility-and-Falls-Risk-Assessment-Tools.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/radiation-therapy-treatment-planning-via-inverse-optimization/</loc>
		<lastmod>2026-02-16T20:43:39+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Radiation-Therapy-Treatment-Planning-via-Inverse-Optimization.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/towards-global-optimality-in-stereotactic-radiation-therapy/</loc>
		<lastmod>2026-02-16T20:44:49+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Towards-Global-Optimality-in-Stereotactic-Radiation-Therapy.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/personalized-dietary-approaches-for-chronic-disease-management/</loc>
		<lastmod>2026-02-16T20:45:40+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Personalized-Dietary-Approaches-for-Chronic-Disease-Management.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/service-delivery-redesign-sdr-for-improving-maternal-health-in-africa/</loc>
		<lastmod>2026-02-16T20:49:13+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Service-Delivery-Redesign-SDR-for-improving-maternal-health-in-Africa.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/community-violence-prevention-modeling/</loc>
		<lastmod>2026-02-16T20:51:23+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Community-Violence-Prevention-Modeling.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/ai-for-energy-and-energy-for-ai/</loc>
		<lastmod>2026-02-16T20:57:36+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/AI-for-Energy-and-Energy-for-AI.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/energy-economics-for-next-generation-power-grid/</loc>
		<lastmod>2026-02-16T21:02:20+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Energy-Economics-for-Next-Generation-Power-Grid.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/infrastructure-centric-adaptation-and-resiliency-in-the-u-s-icarus/</loc>
		<lastmod>2026-02-16T21:04:44+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Infrastructure-Centric-Adaptation-and-Resiliency-in-the-U.S.-ICARUS.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/copewell-community-resilience-modeling/</loc>
		<lastmod>2026-02-16T21:11:10+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/COPEWELL-%E2%80%93-Community-Resilience-Modeling.png</image:loc>
		</image:image>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/climate-effects-on-emerging-economies/</loc>
		<lastmod>2026-02-16T21:12:11+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Climate-effects-on-emerging-economies.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/understanding-community-level-house-adaptation-decision-diffusion-in-response-to-climate-hazards/</loc>
		<lastmod>2026-02-16T21:14:25+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Understanding-Community-level-House-Adaptation-Decision-Diffusion-in-Response-to-Climate-Hazards.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/rapid-cascading-disaster-multi-impact-modeling-and-mapping/</loc>
		<lastmod>2026-02-16T21:18:17+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Figure-1.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/fire-wui-a-convergence-framework-for-modeling-collective-human-behavior-in-wildfire-evacuation/</loc>
		<lastmod>2026-02-16T21:19:23+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/figure-summary-2.jpg</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/decision-focused-sensing-and-forecasting-for-near-real-time-flood-response/</loc>
		<lastmod>2026-02-16T21:19:49+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/figure-summary-3.jpg</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/advocacy-for-open-data-and-open-science/</loc>
		<lastmod>2026-02-25T23:14:44+00:00</lastmod>
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			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/the-lancet-1.png</image:loc>
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	<url>
		<loc>https://systems.jhu.edu/research-projects/inverse-optimization-for-utility-functions/</loc>
		<lastmod>2026-03-13T14:52:08+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Inverse-Optimization-for-Utility-Functions.png</image:loc>
		</image:image>
	</url>
	<url>
		<loc>https://systems.jhu.edu/research-projects/feasible-regions-recovery-of-optimization-models/</loc>
		<lastmod>2026-03-13T14:59:43+00:00</lastmod>
		<image:image>
			<image:loc>https://systems.jhu.edu/wp-content/uploads/2025/12/Feasible-Regions-Recovery-of-Optimization-Models.png</image:loc>
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