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Sutherland [ 2] claims that, in a context of increasing calls for biology to be predictive, optimization is the only approach biology has for making predictions from first principles.
Note that we are not proposing a model of retinal signal processing, but rather making predictions from first principles about what the form of this processing should be in order to make maximal use of the available photons.
Due to the hydrodynamic complexity of mechanically agitated gas-liquid systems, the kLa predictions from first principles are not reliable yet, and, therefore, experimental data are needed for rational design of fermenters.
We derived 95% PIs for all summary predictions from first principles, since their derivation is not straightforward, nor routinely implemented by statistical software.
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Quantitative predictions from first-principles calculations were only previously possible for very small molecules.
In addition, VT and VAAST 2.0 can also use functional predictions from third-party variant prioritization tools such as PolyPhen and PhastCons Yang, 1995 to weight variants Price et al., 2010.
Woodley, S. M. & Catlow, A. R. Crystal structure prediction from first principles.
Woodley, S. M. & Catlow, R. Crystal structure prediction from first principles.
The less well-known the drug's mechanism of action and the characteristics of the disease, the harder the prediction from first principles becomes.
Here we illustrate how functional insights can be obtained from low-resolution predicted structures using examples from blind ab initio structure predictions from the third and fourth critical assessment of structure prediction (CASP3, CASP4) experiments.
In this section, two ranges will be considered in examining predictions from models: first, 0.1 to 0.9, and second, 0.3 to 0.7.
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