2026Spring
Conference · Speaker
Conceptual Framework for LLM Copilots in EPC (Conference Presentation)
AIChE Spring Meeting
Research & Writing
Journal research, trade-press writing, and conference work on knowledge-graph-grounded copilots, P&ID automation, and energy-efficient edge computing for EPC and manufacturing.
01 Publications
Journal of Infrastructure Development, Management & Innovation Systems (JIDMIS)
Frontiers in Emerging Engineering & Technologies
Scientific Culture (archived on Zenodo)
Chemical Engineering magazine
AIChE Spring Meeting
02 Selected work
A knowledge-graph-grounded copilot that retrieves only validated engineering components, refuses to fabricate when coverage is missing, and logs a full audit trail against OSHA PSM review requirements.
A physics-informed neural network architecture that embeds first-principle thermodynamics directly into the control model, targeting specific energy consumption reduction in polymer extrusion.
Edge-computing frameworks that treat the energy and emissions footprint of industrial AI itself as a first-principle engineering constraint, not an externality.
03 Peer review & service
Trusted peer reviewer for 25+ manuscripts across premier journals (ACS, IEEE, AIChE, IChemE, IFAC) and expert judge across 10+ global panels (IChemE, ISEF, Global Spotlight, Sigma XI Society), alongside elected membership in AIChE.
Manuscripts reviewed for ACS, IEEE, AIChE, IChemE & IFAC
Expert Judging (IChemE, ISEF, Global Spotlight, Sigma XI Society)
AIChE Senior Member