Concepedia

Predictive Design Analytics

Predictive Design Analytics is a subfield of Design Analytics that employs statistical and machine learning techniques to forecast design outcomes and user behaviors by analyzing historical and real-time data, thereby enabling proactive design decisions.

27

Publications

906

Citations

106

Authors

46

Institutions

Publications per year

2017–2026

17

Parents

Publications

27

Machine learning accelerates the investigation of targeted MOFs: Performance prediction, rational design and intelligent synthesis

Jing Lin, Zhimeng Liu, Yujie Guo et al. · Nano Today · 2023 · 83 citations

, , +17

Machine-learning-based dynamic IR drop prediction for ECO

Yen-Chun Fang, Heng-Yi Lin, Min-Yan Su et al. · 2018 · 65 citations

, , +15

Efficient architectural design space exploration via predictive modeling

Engin İpek, Sally A. McKee, Karan Singh et al. · ACM Transactions on Architecture and Code Optimization · 2008 · 65 citations · Full text

, , +15

Unlocking the power of big data analytics in new product development: An intelligent product design framework in the furniture industry

Yung Po Tsang, C.H. Wu, Kuo-Yi Lin et al. · Journal of Manufacturing Systems · 2021 · 64 citations · Full text

, , +17

What characterizes personalities of graphic designs?

Nanxuan Zhao, Ying Cao, Rynson W. H. Lau · ACM Transactions on Graphics · 2018 · 58 citations

, , +14

1–5 of 27

Authors

106

  1. ZS
    Zhenghui Sha

    University of Arkansas at Fayetteville, United States

    2 publications · 33 citations

    2

    h-index

  2. AK
    Andrew Kusiak

    University of Iowa, United States

    1 publications · 18 citations

    1

    h-index

  3. SY
    Shuhan Yuan

    University of Arkansas at Fayetteville, United States

    1 publications · 21 citations

    1

    h-index

  4. SW
    Shunqi Wang

    Nanchang University, China

    1 publications · 21 citations

    1

    h-index

  5. RW
    Rynson W. H. Lau

    City University of Hong Kong, Hong Kong SAR China

    1 publications · 58 citations

    1

    h-index

1–5 of 106

Institutions

46

  1. University of Arkansas at Fayetteville

    Fayetteville, United States

    2 h-index

    3 publications

    54 citations

  2. Beijing Institute of Technology

    Beijing, China

    1 h-index

    2 publications

    20 citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    1 h-index

    1 publications

    10 citations

  4. Dongguan University of Technology

    Dongguan, China

    1 h-index

    1 publications

    17 citations

  5. Utah State University

    Logan, United States

    1 h-index

    1 publications

    21 citations

  6. MediaTek (Taiwan)

    Hsinchu, Taiwan

    1 h-index

    1 publications

    65 citations

  7. Universidad de Sevilla

    Seville, Spain

    1 h-index

    2 publications

    66 citations

  8. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    3 publications

    54 citations

1–8 of 46

Venues

  1. Journal of Mechanical Design

    4 publications · 99 citations

    4

    h-index

  2. Advanced Engineering Informatics

    2 publications · 70 citations

    2

    h-index

  3. ACM Transactions on Architecture and Code Optimization

    TACO · 1 publications · 65 citations

    1

    h-index

  4. Nano Today

    1 publications · 83 citations

    1

    h-index

  5. Journal of Open Innovation Technology Market and Complexity

    JOItmC · 1 publications · 16 citations

    1

    h-index

1–5