THE HAZARD MANIFOLD: Foundations, Geometry, and Evolution Equations

Louis Nguyen presents the Hazard Manifold, a geometric framework unifying hazard dynamics, mobility behavior, and manifold-based evolution equations. This work develops the foundations and operators governing how hazards propagate and interact with decision systems, forming a mathematical basis for climate-resilient mobility and advanced modeling.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-11
DOI
https://doi.org/10.5281/zenodo.17899738
Primary Topic
Topological and Geometric Data Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

THE HAZARD MANIFOLD: Foundations, Geometry, and Evolution Equations

Zenodo (CERN European Organization for Nuclear Research)
Topological and Geometric Data Analysis
article

THE HAZARD MANIFOLD: Foundations, Geometry, and Evolution Equations

article en

Abstract

Louis Nguyen presents the Hazard Manifold, a geometric framework unifying hazard dynamics, mobility behavior, and manifold-based evolution equations. This work develops the foundations and operators governing how hazards propagate and interact with decision systems, forming a mathematical basis for climate-resilient mobility and advanced modeling.

Zenodo (CERN European Organization for Nuclear Research)
Pancreatic Cancer Action Network (US)
Climate action
Openalex Percentile: Top 31%
Topological and Geometric Data Analysis
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

THE HAZARD MANIFOLD: Foundations, Geometry, and Evolution Equations · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS