System and Method for Geometrodynamic Modeling and Visualization of a User's Cognitive-Creative State

Abstract of the Disclosure A system and method for dynamically modeling a user's cognitive-creative state are disclosed. The system, operating on a computing device, receives multi-modal user data, including semantic data from textual input and physiological data from one or more biometric sensors. A server-side processing engine generates a high-dimensional geometric model, termed a General Reality Manifold (GRM), representing the user's state as a time-evolving trajectory within this manifold. The system analyzes the geometric properties of this trajectory, such as local curvature and geodesic paths, to identify specific cognitive-creative states. In response to the identified state, the system dynamically adapts the graphical user interface (GUI) of an application on the user's device. This symbiotic feedback loop provides a technical solution to the problem of static user interfaces in creative software, thereby improving the efficiency of the human-computer interaction and reducing user cognitive load.1

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-22
DOI
https://doi.org/10.5281/zenodo.17177549
Primary Topic
earthquake and tectonic studies
Type
article
Field-Weighted Citation Impact
0.00
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article

System and Method for Geometrodynamic Modeling and Visualization of a User's Cognitive-Creative State

Zenodo (CERN European Organization for Nuclear Research)
earthquake and tectonic studies
article

System and Method for Geometrodynamic Modeling and Visualization of a User's Cognitive-Creative State

article en

Abstract

Abstract of the Disclosure A system and method for dynamically modeling a user's cognitive-creative state are disclosed. The system, operating on a computing device, receives multi-modal user data, including semantic data from textual input and physiological data from one or more biometric sensors. A server-side processing engine generates a high-dimensional geometric model, termed a General Reality Manifold (GRM), representing the user's state as a time-evolving trajectory within this manifold. The system analyzes the geometric properties of this trajectory, such as local curvature and geodesic paths, to identify specific cognitive-creative states. In response to the identified state, the system dynamically adapts the graphical user interface (GUI) of an application on the user's device. This symbiotic feedback loop provides a technical solution to the problem of static user interfaces in creative software, thereby improving the efficiency of the human-computer interaction and reducing user cognitive load.1

Zenodo (CERN European Organization for Nuclear Research)
Istanbul Medipol University (TR)
Openalex Percentile: Top 44%
earthquake and tectonic studies
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System and Method for Geometrodynamic Modeling and Visualization of a User's Cognitive-Creative State · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS