Showing 1 - 20 results of 188 for search '"Optimal experimental design"', query time: 0.45s Refine Results
  1. 1
  2. 2

    Variational Bayesian optimal experimental design by Foster, A, Jankowiak, M, Bingham, E, Horsfall, P, Tee, YW, Rainforth, T, Goodman, N

    Published 2019
    “…Bayesian optimal experimental design (BOED) is a principled framework for making efficient use of limited experimental resources. …”
    Conference item
  3. 3
  4. 4

    Deep reinforcement learning for optimal experimental design in biology. by Neythen J Treloar, Nathan Braniff, Brian Ingalls, Chris P Barnes

    Published 2022-11-01
    “…The field of optimal experimental design uses mathematical techniques to determine experiments that are maximally informative from a given experimental setup. …”
    Get full text
    Article
  5. 5
  6. 6
  7. 7

    Optimal Experimental Design Based on Two-Dimensional Likelihood Profiles by Tim Litwin, Tim Litwin, Tim Litwin, Jens Timmer, Jens Timmer, Jens Timmer, Clemens Kreutz, Clemens Kreutz, Clemens Kreutz

    Published 2022-02-01
    “…Informing these model parameters by optimal experimental design minimizes the additional amount of data and therefore resources required in experiments. …”
    Get full text
    Article
  8. 8
  9. 9

    Evaluating Algorithm Efficiency for Optimizing Experimental Designs with Correlated Data by Lazarus K. Mramba, Salvador A. Gezan

    Published 2018-12-01
    “…The search for efficient methods and procedures to optimize experimental designs is a vital process in field trials that is often challenged by computational bottlenecks. …”
    Get full text
    Article
  10. 10

    Accelerated knowledge discovery from omics data by optimal experimental design by Xiaokang Wang, Navneet Rai, Beatriz Merchel Piovesan Pereira, Ameen Eetemadi, Ilias Tagkopoulos

    Published 2020-10-01
    “…Here, the authors present OPEX, an optimal experimental design method to identify informative omics experiments for both experimental space exploration and model training.…”
    Get full text
    Article
  11. 11
  12. 12
  13. 13

    Optimal experimental design for parameter estimation of a cell signaling model. by Samuel Bandara, Johannes P Schlöder, Roland Eils, Hans Georg Bock, Tobias Meyer

    Published 2009-11-01
    “…Two cycles of optimization and experimentation were sufficient to narrowly confine the model parameters, with the mean variance of estimates dropping more than sixty-fold. Thus, optimal experimental design proved to be a powerful strategy to minimize the number of experiments needed to infer biological parameters from a cell signaling assay.…”
    Get full text
    Article
  14. 14
  15. 15
  16. 16

    Effect of Probability Distribution of the Response Variable in Optimal Experimental Design with Applications in Medicine by Sergio Pozuelo-Campos, Víctor Casero-Alonso, Mariano Amo-Salas

    Published 2021-04-01
    “…In optimal experimental design theory it is usually assumed that the response variable follows a normal distribution with constant variance. …”
    Get full text
    Article
  17. 17
  18. 18
  19. 19
  20. 20