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Natural-Language-to-FEM: A Prompt-Driven PyNite Pipeline for 3D Irregular Frames

by & LinkedIn · ORCID · ResearchGate · RocketReach · ContactOut · · Balmores Lab

A parser and LLM-assisted pipeline that converts plain-English building briefs into validated PyNite 3D models. Handles irregular grids, asymmetric bays, storey heights, DL/LL loadings, wind, and simplified seismic. Produces reactions, storey drift, P-Delta, and member envelopes.

natural language processingPyNitefinite element analysiscomputational design

This is a working paper from the Balmores Lab research programme. For credentials and background, see the official profile and CV.