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N. Sockalingam

4 papers hereh-index 8365 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CY4

identity via Semantic Scholar / OpenAlex

collaborators

4 papers

cs.CY2026

Student Perceptions of Large Language Models Use in Self-Reflection and Design Critique in Architecture Studio

Juan David Salazar Rodriguez, Sam Conrad Joyce, Nachamma Sockalingam +2

This study investigates the integration of Large Language Models (LLMs) into the feedback mechanisms of the architectural design studio, shifting the focus from generative producti…

cs.CY2025

Designing Knowledge Tools: How Students Transition from Using to Creating Generative AI in STEAM classroom

Qian Huang, Nachamma Sockalingam, Thijs Willems +1

This study explores how graduate students in an urban planning program transitioned from passive users of generative AI to active creators of custom GPT-based knowledge tools. Draw…

cs.CY2025

To Use or to Refuse? Re-Centering Student Agency with Generative AI in Engineering Design Education

Thijs Willems, Sumbul Khan, Qian Huang +3

This pilot study traces students' reflections on the use of AI in a 13-week foundational design course enrolling over 500 first-year engineering and architecture students at the Si…

cs.CY2025

Large Language Models in Architecture Studio: A Framework for Learning Outcomes

Juan David Salazar Rodriguez, Sam Conrad Joyce, Nachamma Sockalingam +2

The study explores the role of large language models (LLMs) in the context of the architectural design studio, understood as the pedagogical core of architectural education. Tradit…

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