Global Journal of Science & Innovation

2026 - 2026

From Pinnacle Academic Press
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Volume 3, issue 1, 2026

Accessory Dwelling Units as a Policy Execution Challenge: Feasibility, Regulatory Risk, and Early-Stage Decision Modeling pp. 1-8

Jingyuan Huang

Research on Low-Energy Space Organization Methods in the Context of Building System Integration pp. 9-15

Qiyuan Liang

Conflict Resolution and Human-in-the-Loop Escalation Protocols for Explainable Cyber-Physical Systems pp. 16-26

Suzhen Huang

Vision-Language Models for Architectural Style Classification and Explainable Design Critique: An Empirical Study on Building Styles pp. 27-44

Bram van der Meer and Jasper Dong

BIM-Specific Language-Model Pipelines for IFC Code Generation and Building Component Question Answering: A Full-Corpus Comparison of Zero-Shot, RAG, and Supervised Fine-Tuning pp. 45-64

Marcus Reed and Julia Zhang

LLM-Based Empathy Scoring for Psychological Counseling Dialogues Using Multi-Dimensional Client Feedback pp. 65-80

Daniel Zhao and Michelle Chen

Learning from Designer Feedback: Which Human Feedback Modality Improves LLM-Based UI Generation Most Efficiently? pp. 81-96

Sophia Martinez and Kevin Zhao