Concepedia

Model Predictive Diagnostics

Model Predictive Diagnostics is a diagnostic framework within HVAC system analytics that employs predictive models to forecast system performance deviations by continuously comparing actual operational data against expected behavior derived from a physics-based or data-driven system model.

78

Publications

3.5K

Citations

793

Authors

258

Institutions

Publications per year

2017–2026

36

Parents

Publications

78

A Case Study Competition Among Methods for Analyzing Large Spatial Data

Matthew J. Heaton, Abhirup Datta, Andrew O. Finley et al. · Journal of Agricultural Biological and Environmental Statistics · 2018 · 408 citations · Full text

, , +16

Review of predictive capabilities of JRC-JCS model in engineering practice

International Journal of Rock Mechanics and Mining Sciences & Geomechanics Abstracts · 1991 · 275 citations

, , +10

Multimodal MRI features predict isocitrate dehydrogenase genotype in high-grade gliomas

Biqi Zhang, Ken Chang, Shakti Ramkissoon et al. · Neuro-Oncology · 2016 · 274 citations · Full text

, , +17

Quantitative and predictive model of transcriptional control of the Drosophila melanogaster even skipped gene

Hilde Janssens, Shuling Hou, Johannes Jaeger et al. · Nature Genetics · 2006 · 213 citations

, , +14

Smell and taste symptom‐based predictive model for COVID‐19 diagnosis

Lauren T. Roland, José Gurrola, Patricia A. Loftus et al. · International Forum of Allergy & Rhinology · 2020 · 125 citations · Full text

, , +13

1–5 of 78

Authors

793

  1. AO
    Andrew O. Finley

    Michigan State University, United States

    2 publications · 423 citations

    2

    h-index

  2. CR
    Clarice R. Weinberg

    National Institute of Environmental Health Sciences, United States

    2 publications · 27 citations

    2

    h-index

  3. DN
    Douglas Nychka

    NSF National Center for Atmospheric Research, United States

    2 publications · 423 citations

    2

    h-index

  4. AZ
    Andrew Zammit‐Mangion

    University of Wollongong, Australia

    2 publications · 423 citations

    2

    h-index

  5. RG
    Rajarshi Guhaniyogi

    University of California, Santa Cruz, United States

    2 publications · 423 citations

    2

    h-index

1–5 of 793

Institutions

258

  1. University of California, San Francisco

    San Francisco, United States

    4 h-index

    24 publications

    1.2K citations

  2. Brigham and Women's Hospital

    Boston, United States

    4 h-index

    21 publications

    3.2K citations

  3. University of California San Diego

    San Diego, United States

    3 h-index

    11 publications

    264 citations

  4. Icahn School of Medicine at Mount Sinai

    New York, United States

    3 h-index

    9 publications

    201 citations

  5. Harvard University

    Cambridge, United States

    3 h-index

    14 publications

    2.9K citations

  6. Mayo Clinic

    Rochester, United States

    3 h-index

    13 publications

    318 citations

  7. Massachusetts General Hospital

    Boston, United States

    2 h-index

    7 publications

    421 citations

  8. University of Manchester

    Manchester, United Kingdom

    2 h-index

    10 publications

    195 citations

1–8 of 258

Venues

  1. Surgery

    2 publications · 53 citations

    2

    h-index

  2. Diabetes

    2 publications · 27 citations

    2

    h-index

  3. World Journal of Gastroenterology

    WJG · 2 publications · 49 citations

    2

    h-index

  4. Ecological Modelling

    2 publications · 34 citations

    2

    h-index

  5. European Journal of Plant Pathology

    2 publications · 61 citations

    2

    h-index

1–5