PAPERS.EXE / EVIDENCE STATUS
Papers
This page separates documented prior work from current manuscript concepts. Proposed manuscripts are not presented as published, accepted, indexed, or DOI-bearing outputs.
Current manuscript portfolio
P01
Spatial Agents for Environmental Decision-Making: A GeoAI–LLM Architecture with WebGIS, Tool Use and Geographic Memory
Problem: environmental AI often lacks explicit spatial grounding. Proposed contribution: a map-aware agent architecture that links WebGIS, tools, geographic memory, and language reasoning.
P02
GeoNLP for Vietnamese Environmental Intelligence: Linking Place Names, Local Knowledge and Policy Evidence in the Mekong Delta
Problem: environmental documents contain place-rich knowledge that is difficult to connect with maps. Proposed contribution: a Vietnamese GeoNLP pipeline linking geographic entities, local knowledge, policy evidence, and spatial context.
P03
Ecological Engineering Simulation of Salinity–Livelihood Dynamics in the Coastal Mekong Delta: Coupling GIS, Agent-Based Modeling and Field Evidence
Problem: salinity adaptation is both environmental and behavioral. Proposed contribution: couple spatial salinity evidence, livelihood agents, field observations, and intervention scenarios.
P04
WebGeo: A Browser-Native Architecture for Reproducible Geospatial Environmental Modeling
Problem: many spatial workflows remain difficult to reproduce outside specialist desktop environments. Proposed contribution: a browser-native architecture for transparent geospatial modeling and repeatable analysis.
P05
Spatially Grounded Multi-Agent Systems for Climate Adaptation Planning: Integrating Social Computation, Local Knowledge and GeoAI
Problem: climate-adaptation planning requires interacting social, environmental, and institutional perspectives. Proposed contribution: a spatial multi-agent framework that connects social computation, local knowledge, and GeoAI.
Status rule: journal name, DOI, volume, issue, indexing status, citation count, acceptance, or publication year should be added only when documentary evidence exists.
Research sequence
01Spatial-agent architecture
02GeoNLP evidence layer
03Environmental simulation
04WebGeo reproducibility
05Multi-agent planning
The sequence is designed to build a recognizable research signature rather than a collection of unrelated topics: spatial evidence → environmental models → geographic language → agent reasoning → decision support.
Evidence policy
The profile distinguishes between historical/verified records and forward-looking research development. Current manuscript concepts are therefore explicitly labeled as proposed work until submission, acceptance, publication, or indexing can be documented.