Inverse problems in the natural and social sciences

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Guest Editors :

Prof. Gerardo Chowell
Email : gchowell@gsu.edu
School of Public Health, Georgia State University, Atlanta, GA, USA

Prof. Alexandra Smirnova
Email : asmirnova@gsu.edu
Department of Mathematics and Statistics, Georgia State University, Atlanta, GA, USA

Description :

Mathematical dynamic models based on differential equations provide a quantitative framework with which scientists can assess hypotheses on the potential underlying mechanisms that explain dynamics in observed data at different spatial and temporal scales, estimate key model parameters, assess the impact of interventions, and generate forecasts.

This special issue will cover a broad range of quantitative studies that make use of mathematical and statistical methods for calibrating mathematical or statistical models to time series data. Contributions will rely on phenomenological, mechanistic or hybrid models and deal with issues relating to inverse problem methodologies, parameter identifiability, uncertainty quantification, regularization methods or forecasting approaches.

Paper Submission

Full text submission due date: December 15th, 2018.
Full paper should be submitted online to the journal at https://ef.msp.org/submit_new.php?jpath=aims_mbe
Before submission, authors should carefully read over the instruction for Authors which are located at http://www.aimspress.com/news/295.html

Zhimin Wu, Tin Phan, Javier Baez, Yang Kuang, Eric J. Kostelich
+ Abstract     + HTML     + PDF(2844 KB)
Omar Saucedo, Maia Martcheva, Abena Annor
+ Abstract     + HTML     + PDF(1014 KB)
Nao Yamamoto, Hyojung Lee, Hiroshi Nishiura
+ Abstract     + HTML     + PDF(757 KB)
Luis Ponce, Ryo Kinoshita, Hiroshi Nishiura
+ Abstract     + HTML     + PDF(815 KB)
Lisa Sattenspiel, Jessica Dimka, Carolyn Orbann
+ Abstract     + HTML     + PDF(1262 KB)
Fabio Sanchez, Luis A. Barboza, Paola Vásquez
+ Abstract     + HTML     + PDF(1633 KB)
Andriy A. Avramenko, Igor V. Shevchuk
+ Abstract     + HTML     + PDF(563 KB)
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