Parallelization and High-Performance Computing Enables Automated Statistical Inference of Multi-scale Models

Keyphrases

• Parallelization 100%
• High Performance Computing 100%
• Scale Model 100%
• Approximate Bayesian Computation 100%
• Statistical Inference 100%
• Sequential Monte Carlo Algorithm 75%
• Fully Automated 25%
• Computational Model 25%
• Reliable Parameters 25%
• Parameter Estimation 25%
• Cell Proliferation 25%
• Confidence Interval 25%
• Biological Tissue 25%
• Data-driven Modeling 25%
• Stochastic Behavior 25%
• Consistent Set 25%
• Mechanistic Understanding 25%
• Biological Processes 25%
• Growth Curve 25%
• Sequential Monte Carlo 25%
• Model Parameterization 25%
• High-performance Computing Cluster 25%
• Tumor Spheroids 25%
• Nutritional Environment 25%
• Unknown Model Parameters 25%
• Spheroid Formation 25%
• Multiscale Biological Systems 25%

Computer Science

• Parallelization 100%
• High-Performance Computing 100%
• Computational Modeling 50%
• Biological System 50%
• Parameter Estimate 50%