Concepedia

Adaptive Sampling Strategies

Adaptive Sampling Strategies is a sequential data acquisition methodology within multifidelity uncertainty quantification that iteratively selects the most informative sample locations and fidelity levels by balancing exploration and exploitation to improve model accuracy and efficiency.

756

Publications

44.1K

Citations

2.3K

Authors

859

Institutions

Publications per year

2017–2026

306

Parents

Publications

756

ADASYN: Adaptive synthetic sampling approach for imbalanced learning

Haibo He, Yang Bai, Edwardo A. Garcia et al. · 2008 · 4.4K citations

, , +16

The farthest point strategy for progressive image sampling

Y. Eldar, Michael Lindenbaum, Moshe Porat et al. · IEEE Transactions on Image Processing · 1997 · 675 citations

, , +12

PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling

Yan Xu, Chaoda Zheng, Zhen Li et al. · 2020 · 662 citations

, , +14

A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks

Chenxi Wu, Min Zhu, Qinyang Tan et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 592 citations · Full text

, , +12

HTMD: High-Throughput Molecular Dynamics for Molecular Discovery

Stefan Doerr, M J Harvey, Frank Noé et al. · Journal of Chemical Theory and Computation · 2016 · 491 citations

, , +17

1–5 of 756

Authors

2.3K

  1. MZ
    Matthias Zwicker

    University of Maryland, College Park, United States

    7 publications · 598 citations

    7

    h-index

  2. SK
    Steven K. Thompson

    Pennsylvania State University, United States

    7 publications · 897 citations

    7

    h-index

  3. TD
    Tom Dhaene

    Ghent University, Belgium

    6 publications · 305 citations

    6

    h-index

  4. GS
    Gaurav S. Sukhatme

    University of Southern California, United States

    6 publications · 241 citations

    6

    h-index

  5. DA
    Derek A. Paley

    University of Maryland, College Park, United States

    5 publications · 972 citations

    5

    h-index

1–5 of 2.3K

Institutions

859

  1. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    39 publications

    1.6K citations

  2. University of Southern California

    Los Angeles, United States

    12 h-index

    30 publications

    1.8K citations

  3. Georgia Institute of Technology

    Atlanta, United States

    12 h-index

    21 publications

    2.2K citations

  4. Stanford University

    Stanford, United States

    11 h-index

    22 publications

    2.8K citations

  5. University of Wisconsin–Madison

    Madison, United States

    11 h-index

    23 publications

    1.2K citations

  6. University of California San Diego

    San Diego, United States

    11 h-index

    28 publications

    838 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    28 publications

    2.7K citations

  8. National University of Singapore

    Singapore, Singapore

    10 h-index

    16 publications

    771 citations

1–8 of 859

Venues

  1. ACM Transactions on Graphics

    TOG · 18 publications · 1.4K citations

    17

    h-index

  2. Computer Graphics Forum

    17 publications · 728 citations

    15

    h-index

  3. arXiv (Cornell University)

    Repository · 25 publications · 533 citations

    15

    h-index

  4. Structural and Multidisciplinary Optimization

    9 publications · 760 citations

    9

    h-index

  5. Sensors

    8 publications · 214 citations

    7

    h-index

1–5