Supermodeling in simulation of melanoma progression

W Dzwinel, A Kłusek, OV Vasilyev - Procedia Computer Science, 2016 - Elsevier
Supermodeling is an interesting and non-standard concept used recently for simulation of
complex and non-linear systems such as climate and weather dynamics. It consists in …

Dynamically combining climate models to “supermodel” the tropical Pacific

ML Shen, N Keenlyside, F Selten… - Geophysical …, 2016 - Wiley Online Library
We construct an interactive ensemble of two different climate models to improve simulation
of key aspects of tropical Pacific climate. Our so‐called supermodel is based on two …

Simulating climate with a synchronization-based supermodel

FM Selten, FJ Schevenhoven, GS Duane - Chaos: An Interdisciplinary …, 2017 - pubs.aip.org
The SPEEDO global climate model (an atmosphere model coupled to a land and an
ocean/sea-ice model with about 250.000 degrees of freedom) is used to investigate the …

A concept of a prognostic system for personalized anti-tumor therapy based on supermodeling

W Dzwinel, A Kłusek, M Paszyński - Procedia Computer Science, 2017 - Elsevier
Application of computer simulation for predicting cancer progression/remission/recurrence is
still underestimated by clinicians. This is mainly due to the lack of tumor modeling …

Attractor learning in synchronized chaotic systems in the presence of unresolved scales

W Wiegerinck, FM Selten - Chaos: An Interdisciplinary Journal of …, 2017 - pubs.aip.org
Recently, supermodels consisting of an ensemble of interacting models, synchronizing on a
common solution, have been proposed as an alternative to the common non-interactive …

Role of atmosphere-ocean interactions in supermodeling the tropical Pacific climate

ML Shen, N Keenlyside, BC Bhatt… - … Interdisciplinary Journal of …, 2017 - pubs.aip.org
The supermodel strategy interactively combines several models to outperform the individual
models comprising it. A key advantage of the approach is that nonlinear improvements can …

[PDF][PDF] Simulation of tumor necrosis in primary melanoma

A Kłusek, W Dzwinel, AZ Dudek - Proceedings of the Summer …, 2016 - researchgate.net
Melanoma ulceration is an adverse prognostic finding. The tumor thickness and overgrowth
of the tumor necrotic center are the principal factors of ulcer development. We present here …

[HTML][HTML] Phase synchronization of baroclinic waves in a differentially heated rotating annulus experiment subject to periodic forcing with a variable duty cycle

PL Read, X Morice-Atkinson, EJ Allen… - … Journal of Nonlinear …, 2017 - pubs.aip.org
A series of laboratory experiments in a thermally driven, rotating fluid annulus are presented
that investigate the onset and characteristics of phase synchronization and frequency …

Training of supermodels-in the context of weather and climate forecasting

F Schevenhoven - 2021 - bora.uib.no
Given a set of imperfect weather or climate models, predictions can be improved by
combining the models dynamically into a so calledsupermodel'. The models are optimally …

[HTML][HTML] Supermodeling in predictive diagnostics of cancer under treatment

W Dzwinel, A Kłusek, L Siwik - Computers in Biology and Medicine, 2021 - Elsevier
Classical data assimilation (DA) techniques, synchronizing a computer model with
observations, are highly demanding computationally, particularly, for complex over …