Supermodeling, a convergent data assimilation meta-procedure used in simulation of tumor progression
Supermodeling is a modern, model-ensembling paradigm that integrates several self-
synchronized imperfect sub-models by controlling a few meta-parameters to generate more …
synchronized imperfect sub-models by controlling a few meta-parameters to generate more …
Efficient model of tumor dynamics simulated in multi-GPU environment
The application of computer simulation as a tool in predicting cancer dynamics (eg during
anticancer therapy) requires tumor models, which are nontrivial and, simultaneously, not …
anticancer therapy) requires tumor models, which are nontrivial and, simultaneously, not …
Tuning three-dimensional tumor progression simulations on a cluster of GPGPUs
In the paper, we present the three-dimensional parallel simulator of tumor progression
implemented for GPGPUs, together with an automatic model parameters tuning performed …
implemented for GPGPUs, together with an automatic model parameters tuning performed …
Supermodeling-a meta-procedure for data assimilation and parameters estimation
The supermodel synchronizes several imperfect instances of a baseline model-eg, variously
parametrized models of a complex system-into a single simulation engine with superior …
parametrized models of a complex system-into a single simulation engine with superior …