<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Research Projects on Huan Ning | Geospatial AI and Autonomous GIS</title><link>https://www.huanning.me/project/</link><description>Recent content in Research Projects on Huan Ning | Geospatial AI and Autonomous GIS</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Sun, 25 Oct 2026 23:33:00 -0400</lastBuildDate><atom:link href="https://www.huanning.me/project/index.xml" rel="self" type="application/rss+xml"/><item><title>A Coding Agent for Computer-Vision Algorithm Development: Removing the Jello Effect from Drone Images</title><link>https://www.huanning.me/project/jello-correction/</link><pubDate>Sun, 25 Oct 2026 23:33:00 -0400</pubDate><guid>https://www.huanning.me/project/jello-correction/</guid><description>Correcting rolling-shutter &amp;ldquo;jello&amp;rdquo; distortion in drone images with an AI coding agent, and lessons on where the agent helps and where it still needs a human driver.</description></item><item><title>Research Architect: An AI Copilot for Human-AI Scientific Inquiry</title><link>https://www.huanning.me/project/research-architect/</link><pubDate>Sun, 25 Oct 2026 22:35:00 -0400</pubDate><guid>https://www.huanning.me/project/research-architect/</guid><description>An AI copilot for human-AI research collaboration that frames grounded, testable hypotheses around a shared influence graph.</description></item><item><title>Global Street Tree Diameter Growth Monitoring</title><link>https://www.huanning.me/project/street-tree-diameter/</link><pubDate>Sun, 25 Oct 2026 21:36:43 -0400</pubDate><guid>https://www.huanning.me/project/street-tree-diameter/</guid><description>Measuring street tree trunks year after year in historical street view imagery to track how fast city trees grow.</description></item><item><title>AI in the Shipping Industry: A Practical Application of Drones and Vision Language Models</title><link>https://www.huanning.me/project/ship-draft-drones/</link><pubDate>Sun, 25 Oct 2026 16:35:22 -0400</pubDate><guid>https://www.huanning.me/project/ship-draft-drones/</guid><description>Drones photograph a cargo ship&amp;rsquo;s draft marks and a vision language model reads them, cutting the inspection from more than an hour to about 15 minutes.</description></item><item><title>AI-Generated Synthetic Users for Software Testing</title><link>https://www.huanning.me/project/synthetic-users/</link><pubDate>Sun, 25 Oct 2026 16:26:12 -0400</pubDate><guid>https://www.huanning.me/project/synthetic-users/</guid><description>Fictional users, each with a simulated year of life, for testing the memory system of an AI companion without using private conversations.</description></item><item><title>U.S. Hourly Population Maps</title><link>https://www.huanning.me/project/hourly-population/</link><pubDate>Tue, 01 Apr 2025 00:00:00 +0000</pubDate><guid>https://www.huanning.me/project/hourly-population/</guid><description>Fine-grained estimates of hourly population in roughly 220,000 U.S. census block groups during 2022.</description></item><item><title>LLM-Find: A Geospatial Data Retrieval Agent</title><link>https://www.huanning.me/project/llm-find/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://www.huanning.me/project/llm-find/</guid><description>Natural-language discovery and downloading of geospatial datasets, guided by reusable data source handbooks.</description></item><item><title>Urban Mosquito Habitat Prediction</title><link>https://www.huanning.me/project/mosquito-habitat/</link><pubDate>Wed, 01 Jan 2025 00:00:00 +0000</pubDate><guid>https://www.huanning.me/project/mosquito-habitat/</guid><description>Geospatial detection and productivity prediction for urban mosquito larval habitats to support field surveillance.</description></item></channel></rss>