10 citations · 14 across the 3 of their papers we have counts for
4 papers
Data-Driven Learning of 3-Point Correlation Functions as Microstructure Representations
Sheng Cheng, Yang Jiao, Yi Ren
This paper considers the open challenge of identifying complete, concise, and explainable quantitative microstructure representations for disordered heterogeneous material systems.…
Adaptive Questionnaires for Direct Identification of Optimal Product Design
Max Yi Ren, Clayton Scott
We consider the problem of identifying the most profitable product design from a finite set of candidates under unknown consumer preference. A standard approach to this problem fol…
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design
Ruijin Cang, Yaopengxiao Xu, Shaohua Chen +3
Integrated Computational Materials Engineering (ICME) aims to accelerate optimal design of complex material systems by integrating material science and design automation. For tract…
Learning an Optimization Algorithm through Human Design Iterations
Thurston Sexton, Max Yi Ren
Solving optimal design problems through crowdsourcing faces a dilemma: On one hand, human beings have been shown to be more effective than algorithms at searching for good solution…