TY - JOUR
T1 - Web- And cloud-based software infrastructure for materials design
AU - Sallai, Janos
AU - Varga, Gergely
AU - Toth, Sara
AU - Iacovella, Christopher
AU - Klein, Christoph
AU - McCabe, Clare
AU - Ledeczi, Akos
AU - Cummings, Peter T.
N1 - Funding Information:
The work presented in this paper was supported by the National Science Foundation grants NSF CBET-1028374 and NSF OCI-1047828.
PY - 2014
Y1 - 2014
N2 - Molecular dynamics (MD) simulations play an important role in materials design. However, the effective use of the most widely used MD simulators require significant expertise of the scientific domain and deep knowledge of the given software tool itself. In this paper, we present a tool that offers an intuitive, component-oriented approach to design complex molecular systems and set up initial conditions of the simulations. We integrate this tool into a web- And cloud-based software infrastructure, called MetaMDS, that lowers the barrier of entry into MD simulations for practitioners. The web interface makes it possible for experts to build a rich library of simulation components and for ordinary users to create full simulations by parameterizing and composing the components. A visual programming interface makes it possible to create optimization workflows where the simulators are invoked multiple times with various parameter configurations based on results of earlier simulation runs. Simulation configurations including the various parameters, the version of tools utilized and the results are stored in a database to support searching and browsing of existing simulation outputs and facilitating the reproducibility of scientific results.
AB - Molecular dynamics (MD) simulations play an important role in materials design. However, the effective use of the most widely used MD simulators require significant expertise of the scientific domain and deep knowledge of the given software tool itself. In this paper, we present a tool that offers an intuitive, component-oriented approach to design complex molecular systems and set up initial conditions of the simulations. We integrate this tool into a web- And cloud-based software infrastructure, called MetaMDS, that lowers the barrier of entry into MD simulations for practitioners. The web interface makes it possible for experts to build a rich library of simulation components and for ordinary users to create full simulations by parameterizing and composing the components. A visual programming interface makes it possible to create optimization workflows where the simulators are invoked multiple times with various parameter configurations based on results of earlier simulation runs. Simulation configurations including the various parameters, the version of tools utilized and the results are stored in a database to support searching and browsing of existing simulation outputs and facilitating the reproducibility of scientific results.
KW - Code generation
KW - Modeling
KW - Molecular dynamics simulation
KW - Scientific workflows
UR - http://www.scopus.com/inward/record.url?scp=84902803466&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2014.05.187
DO - 10.1016/j.procs.2014.05.187
M3 - Conference article
AN - SCOPUS:84902803466
SN - 1877-0509
VL - 29
SP - 2034
EP - 2044
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 14th Annual International Conference on Computational Science 2014
Y2 - 10 June 2014 through 12 June 2014
ER -