High Performance Computing for Tumor Propagation Agent-based Model

Agent based modeling (ABM) and High Performance Computing (HPC) techniques are very popular in investigation and understanding cellular and molecular systems. The complex nature of these systems and the demand for emulation and comprehension at different levels in these models creates the expectatio...

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Autores principales: Tashakor, Ghazal, Luque, Emilio, Suppi, Remo
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2017
Materias:
Ciencias Informáticas
ABM
HPCNetlogo
Simulation
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/63944
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-63944
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
ABM
HPCNetlogo
Simulation
spellingShingle Ciencias Informáticas
ABM
HPCNetlogo
Simulation
Tashakor, Ghazal
Luque, Emilio
Suppi, Remo
High Performance Computing for Tumor Propagation Agent-based Model
topic_facet Ciencias Informáticas
ABM
HPCNetlogo
Simulation
description Agent based modeling (ABM) and High Performance Computing (HPC) techniques are very popular in investigation and understanding cellular and molecular systems. The complex nature of these systems and the demand for emulation and comprehension at different levels in these models creates the expectation for new effective simulation strategies and tools. The present paper peruses the foresaid demands and the approaches for developing simulation in tumor model and its interactions using ABM and HPC. ABM allows the analysis of the actions and interactions of autonomous agents (cells in this case) to evaluate their effects on the system as a whole in order to re-create and predict the appearance of a complex phenomenon. This is a parametric model and it is necessary to explore the data model space to determine which combinations of adjustments cause the behaviors which are of interest. In this case, HPC is a useful tool to perform experiments in acceptable time.
format Objeto de conferencia
Objeto de conferencia
author Tashakor, Ghazal
Luque, Emilio
Suppi, Remo
author_facet Tashakor, Ghazal
Luque, Emilio
Suppi, Remo
author_sort Tashakor, Ghazal
title High Performance Computing for Tumor Propagation Agent-based Model
title_short High Performance Computing for Tumor Propagation Agent-based Model
title_full High Performance Computing for Tumor Propagation Agent-based Model
title_fullStr High Performance Computing for Tumor Propagation Agent-based Model
title_full_unstemmed High Performance Computing for Tumor Propagation Agent-based Model
title_sort high performance computing for tumor propagation agent-based model
publishDate 2017
url http://sedici.unlp.edu.ar/handle/10915/63944
work_keys_str_mv AT tashakorghazal highperformancecomputingfortumorpropagationagentbasedmodel
AT luqueemilio highperformancecomputingfortumorpropagationagentbasedmodel
AT suppiremo highperformancecomputingfortumorpropagationagentbasedmodel
bdutipo_str Repositorios
_version_ 1764820479488557056

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