Cognitive Feedback Architectures: AI-Supported Iterative Reasoning Models for Architectural Design

This study introduces Cognitive Feedback Architectures (CFA), an AI-supported design methodology that models architectural reasoning as iterative feedback loops rather than static decision trees. The system evaluates performance, applies corrective modifications, and continuously refines spatial and structural configurations. The approach increases cognitive transparency, supports adaptive generation, and aligns computational processes with real design practice.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-09
DOI
https://doi.org/10.5281/zenodo.18563132
Primary Topic
Design Education and Practice
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cognitive Feedback Architectures: AI-Supported Iterative Reasoning Models for Architectural Design

Serhat Gelener
Zenodo (CERN European Organization for Nuclear Research)
Design Education and Practice
article

Cognitive Feedback Architectures: AI-Supported Iterative Reasoning Models for Architectural Design

Serhat Gelener
article en

Abstract

This study introduces Cognitive Feedback Architectures (CFA), an AI-supported design methodology that models architectural reasoning as iterative feedback loops rather than static decision trees. The system evaluates performance, applies corrective modifications, and continuously refines spatial and structural configurations. The approach increases cognitive transparency, supports adaptive generation, and aligns computational processes with real design practice.

Zenodo (CERN European Organization for Nuclear Research)
University of Westminster (GB)
Openalex Percentile: Top 63%
Design Education and Practice
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.