[HTML][HTML] Data science for engineering design: State of the art and future directions

F Chiarello, P Belingheri, G Fantoni - Computers in Industry, 2021 - Elsevier
Engineering design (ED) is the process of solving technical problems within requirements
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …

Digital twin-driven intelligence disaster prevention and mitigation for infrastructure: Advances, challenges, and opportunities

D Yu, Z He - Natural hazards, 2022 - Springer
Natural hazards, which have the potential to cause catastrophic damage and loss to
infrastructure, have increased significantly in recent decades. Thus, the construction …

Computer-based design synthesis research: an overview

A Chakrabarti, K Shea, R Stone, J Cagan… - 2011 - asmedigitalcollection.asme.org
One of the hallmarks of engineering design is the design synthesis phase where the
creativity of the designer most prominently comes into play as solutions are generated to …

Conceptual design generation using large language models

K Ma, D Grandi, C McComb… - … and Information in …, 2023 - asmedigitalcollection.asme.org
Abstract Concept generation is a creative step in the conceptual design phase, where
designers often turn to brainstorming, mindmap**, or crowdsourcing design ideas to …

Function based design-by-analogy: a functional vector approach to analogical search

J Murphy, K Fu, K Otto, M Yang… - Journal of …, 2014 - asmedigitalcollection.asme.org
Design-by-analogy is a powerful approach to augment traditional concept generation
methods by expanding the set of generated ideas using similarity relationships from …

Function-based, biologically inspired concept generation

JKS Nagel, RL Nagel, RB Stone, DA McAdams - Ai Edam, 2010 - cambridge.org
The natural world provides numerous cases for inspiration in engineering design. Biological
organisms, phenomena, and strategies, which we refer to as biological systems, provide a …

An engineering-to-biology thesaurus for engineering design

JKS Nagel, RB Stone… - … and Information in …, 2010 - asmedigitalcollection.asme.org
Engineering design is considered a creative field that involves many activities with the end
goal of a new product that fulfills a purpose. Utilization of systematic methods or tools that …

Automated synthesis of electromechanical design configurations from empirical analysis of function to form map**

T Kurtoglu, MI Campbell - Journal of Engineering Design, 2009 - Taylor & Francis
For an ideal design process, designers envision a configuration of components prior to
determining dimensions or sizes of these components. Given the breadth of the component …

Introduction of a data schema to support a design repository

MR Bohm, RB Stone, TW Simpson, ED Steva - Computer-Aided Design, 2008 - Elsevier
This paper presents the data schema required to capture fundamental elements of design
information in a heterogeneous repository supporting design reuse. Design information …

Automating the conceptual design process:“From black box to component selection”

T Kurtoglu, A Swantner, MI Campbell - AI EDAM, 2010 - cambridge.org
Conceptual design is a vital part of the design process during which designers first envision
new ideas and then synthesize them into physical configurations that meet certain design …