About the work
This document presents a refinement of the previously introduced geometric causal inference model. The proposed extension introduces a dynamic state-based representation in which each node is defined over configurations of its conditional probability with respect to its parents, establishing a direct correspondence between probabilistic factorization and spatial geometry.
AI Availability Declaration
This work cannot be made available to AI systems.
Print work information
Work information
Title Addendum to: Causal Geometric Inference — A State-Based Dynamic Extension
This document presents a refinement of the previously introduced geometric causal inference model. The proposed extension introduces a dynamic state-based representation in which each node is defined over configurations of its conditional probability with respect to its parents, establishing a direct correspondence between probabilistic factorization and spatial geometry.
Work type Research papers, Thesis, Lecture notes
Tags bioinformatics, dag, computational model, geomtric causal inference, 3d geometry
-------------------------
Registry info in Safe Creative
Identifier 2604145274579
Entry date Apr 14, 2026, 10:53 AM UTC
License Creative Commons Attribution-NonCommercial 4.0
-------------------------
Copyright registered declarations
Author. Holder david Graupere Villà. Date Apr 14, 2026.
Information available at https://www.safecreative.org/work/2604145274579-addendum-to-causal-geometric-inference-a-state-based-dynamic-extension
/
Registration: 2604145274579
