Concepedia

Conditional Realization Generation

Conditional Realization Generation is a stochastic simulation method that produces spatially or temporally consistent realizations of a random field conditioned on observed data, distinguished by its incorporation of auxiliary information to honor both the statistical model and hard constraints.

15

Publications

470

Citations

55

Authors

16

Institutions

Publications per year

2017–2026

12

Parents

Publications

15

Parametric generation of conditional geological realizations using generative neural networks

Computational Geosciences · 2019 · 111 citations · Full text

, , +16

Residential floor plans: Multi-conditional automatic generation using diffusion models

Pengyu Zeng, Wen Gao, Jun Yin et al. · Automation in Construction · 2024 · 67 citations

, , +9

GAUDI: A Neural Architect for Immersive 3D Scene Generation

Miguel Ángel Bautista, Pengsheng Guo, Samira Abnar et al. · arXiv (Cornell University) · 2022 · 55 citations · Full text

, , +12

General joint conditional simulations using a fast fourier transform method

Allan L. Gutjahr, Bryan Bullard · Mathematical Geology · 1997 · 40 citations

, , +10

Identification of contaminant source architectures—A statistical inversion that emulates multiphase physics in a computationally practicable manner

Jonas Koch, Wolfgang Nowak · Water Resources Research · 2016 · 34 citations · Full text

, , +15

1–5 of 15

Authors

55

  1. FG
    Frank Guérin

    University of Aberdeen, United Kingdom

    2 publications · 26 citations

    2

    h-index

  2. CL
    Chenghua Lin

    University of Sheffield, United Kingdom

    2 publications · 26 citations

    2

    h-index

  3. XL
    Xiao Li

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 26 citations

    2

    h-index

  4. RL
    Ruizhe Li

    University of Aberdeen, United Kingdom

    2 publications · 26 citations

    2

    h-index

  5. CW
    Chaozheng Wang

    Harbin Institute of Technology, China

    2 publications · 26 citations

    2

    h-index

1–5 of 55

Institutions

16

  1. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    6 publications

    78 citations

  2. University of Surrey

    Guildford, United Kingdom

    2 h-index

    2 publications

    26 citations

  3. University of Aberdeen

    Aberdeen, United Kingdom

    2 h-index

    2 publications

    26 citations

  4. Hefei University of Technology

    Hefei, China

    1 h-index

    2 publications

    24 citations

  5. State Key Laboratory of Quantum Optics and Quantum Optics Devices

    Taiyuan, China

    1 h-index

    7 publications

    133 citations

  6. Heriot-Watt University

    Edinburgh, United Kingdom

    1 h-index

    2 publications

    222 citations

  7. Shanxi University

    Taiyuan, China

    1 h-index

    7 publications

    133 citations

  8. New Mexico Institute of Mining and Technology

    Socorro, United States

    1 h-index

    2 publications

    80 citations

1–8 of 16

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 96 citations

    5

    h-index

  2. Water Resources Research

    2 publications · 65 citations

    2

    h-index

  3. Aberdeen University Research Archive (Aberdeen University)

    Repository · 1 publications · 14 citations

    1

    h-index

  4. Journal of Hydrologic Engineering

    1 publications · 12 citations

    1

    h-index

  5. Laser & Photonics Review

    1 publications · 19 citations

    1

    h-index

1–5