Research Topic

Computing-intensive modeling

  • Submission closed.

About this Research Topic

The last decade has seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA micro-arrays, real time medical, biological or ecological data, system control ...

The last decade has seen the advent and development of many devices able to record and store an always increasing amount of complex and high dimensional data; 3D images generated by medical scanners or satellite remote sensing, DNA micro-arrays, real time medical, biological or ecological data, system control data sets, among many others. As a result, one of the most rapidly growing research fields today is the modeling of life processes in plants, animals, humans, and ecosystems using computing intensive methods that utilize principles of natural selection and artificial intelligence. Mathematical and computational approaches provide powerful tools in the study of problems in these areas. The analysis of this data poses new challenging problems and requires the development of novel mathematical and statistical models and computational methods, fueling many fascinating and fast growing research areas of modern computational biology, ecology, and statistics. The recent analytical advances, coupled with the enhanced potential of high-speed computation, have opened up new vistas and have presented new challenges. In this research topic we review the most powerful and versatile computational and statistical techniques to analyze data from medical studies including but not limited to clinical trials, infectious disease incidents, ecological research, agricultural experiments, micro-array studies with the intertwining theme of implementing computing-intensive models.


Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.

Recent Articles

Loading..

About Frontiers Research Topics

With their unique mixes of varied contributions from Original Research to Review Articles, Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author.

Topic Editors

Loading..

Submission Deadlines

Submission closed.

Participating Journals

Loading..

Topic Editors

Loading..

Submission Deadlines

Submission closed.

Participating Journals

Loading..
Loading..

total views article views article downloads topic views

}
 
Top countries
Top referring sites
Loading..

Comments

Loading..

Add a comment

Add comment
Back to top