In contrast, ANN models revealed clear relationships between microbial community structures at each parcel location, and generated verifiable predictions of variations in FAME profiles in relation to soil pH, texture, and the relative abundances of base cations.
The gene regulatory network involved in tooth morphogenesis has been extremely well described in mammals and its modeling has allowed predictions of variations in regulatory pathway that may have led to evolution of tooth shapes.
Exploration was performed as a two-step operation: simulation of variation in X and prediction of variation in y.
The next-generation RB model that incorporates the RBW model will have an important impact on the global radiation belt modeling that is expected to improve prediction of variation in radiation belt electron flux.
This will leed to the better prediction of variation of xenobiotic glucuronidation and sulfation in man.
Predictions of secular variation from the SAREG secular variation model interpolated by cubic B-splines and from the global CHAOS-5 model are included in these plots.
The workshop 'Detecting Transcription Factor Binding Sites with ChIP-Seq Data and Predicting Damaging Cis-Regulatory Variations' addressed genome re-sequencing data analysis for the prediction of variations within cis-regulatory sequences.
Accurate prediction of variations of such loads is impossible and therefore usually these loads are modeled as random processes.
The fitted polynomial regression models for the prediction of variations in the response variables showed high coefficients of determination (R2 > 0.930) for all responses.
The multi-scale analysis is based on the GLOB-LOC off-axis crack damage model, which is extended to include substantial new capabilities such as the influence of crack face sliding interaction and prediction of variations in the stress field due to the local crack density.
