18 citations · 20 across the 5 of their papers we have counts for
5 papers
Agentic AI in Engineering and Manufacturing: Industry Perspectives on Utility, Adoption, Challenges, and Opportunities
Kristen M. Edwards, Maxwell Bauer, Claire Jacquillat +2
This work examines how AI, especially agentic systems, is being adopted in engineering and manufacturing workflows, what value it provides today, and what is needed for broader dep…
AI Judges in Design: Statistical Perspectives on Achieving Human Expert Equivalence With Vision-Language Models
Kristen M. Edwards, Farnaz Tehranchi, Scarlett R. Miller +1
The subjective evaluation of early stage engineering designs, such as conceptual sketches, traditionally relies on human experts. However, expert evaluations are time-consuming, ex…
Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI
Kristen M. Edwards, Brandon Man, Faez Ahmed
Sketch2Prototype is an AI-based framework that transforms a hand-drawn sketch into a diverse set of 2D images and 3D prototypes through sketch-to-text, text-to-image, and image-to-…
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design
Cyril Picard, Kristen M. Edwards, Anna C. Doris +4
Engineering design is undergoing a transformative shift with the advent of AI, marking a new era in how we approach product, system, and service planning. Large language models hav…
ADVISE: AI-accelerated Design of Evidence Synthesis for Global Development
Kristen M. Edwards, Binyang Song, Jaron Porciello +3
When designing evidence-based policies and programs, decision-makers must distill key information from a vast and rapidly growing literature base. Identifying relevant literature f…