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In iterative cycles of mathematical modeling and biological experimentation, model hypotheses are tested and rejected if inconsistent with the experimental data.
They are currently either included in the MPEG-7 Experimentation Model (XM) or investigated within core experiments, which are performed during the standard's development.
The tools available for data preparation, experimentation, model management and model serving are critical for the success of an ML platform in the cloud.
The Supine Dome typified his experimentation model; it allowed tactical failures as part of a larger strategy and emphasized the dynamic process of educational risk, not the success or failure of the discrete form of a single dome.
Yet instead of his dream of a technological utopia, it was the paradox of self declared success in the face of apparent failure, of an experimentation model accommodating individual setbacks for the good of the larger holistic program, that is perhaps Fuller's greatest contribution to pedagogy and design teaching.
Discussion among the participants exposed several areas that warrant additional data, experimentation, model development, and theoretical integration.
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The concept is established in close cooperation between experimentation, modeling and model-based experimental design and allows for robustness analyses and upscale predictions.
In this review we discuss the implication of Th17 and Treg cells in kidney function and fibrotic diseases in different animal experimentation models.
Here, we argue that doing this requires a synthetic approach blending observation, experimentation, simulation, conceptual models, and narratives.
A continual cycle of modeling, hypothesis generation, experimentation, and model refinement is proposed as the only logical way for biology to move forward.
The approach consists of four steps: (1) small-scale experimentation, (2) model parameter estimation, (3) productivity optimization and (4) model validation with process verification.
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