COST ACTION TD1307 aims at bringing together all major groups in Europe working on a range of model reduction\u00a0strategies with applications in many domains of science and technology. The increasing complexity\u00a0of mathematical models used to predict real-world systems, such as climate or the human\u00a0cardiovascular system, has led to a need for model reduction, which means developing systematic\u00a0algorithms for replacing complex models with far simpler ones, that still accurately capture the\u00a0most important aspects of the phenomena being modeled.<\/p>\n
The Action will emphasize model\u00a0reduction topics in several themes:<\/p>\n
1.\u00a0\u00a0\u00a0design, optimization, and control theory in real-time with\u00a0applications in engineering;<\/p>\n
2.\u00a0\u00a0\u00a0data assimilation, geometry registration, and parameter estimation\u00a0with a special attention to real-time computing in biomedical engineering and computational\u00a0physics;<\/p>\n
3.\u00a0\u00a0\u00a0real-time visualization of physics-based simulations in computer science;<\/p>\n
4.\u00a0\u00a0\u00a0the\u00a0treatment of high-dimensional problems in state space, physical space, or parameter space;<\/p>\n
5.\u00a0\u00a0\u00a0the\u00a0interactions between different model reduction and dimensionality reduction approaches.<\/p>\n
The focus\u00a0of the Action is methodological; however, a wide range of both scientific and industrial problems of\u00a0high complexity is anticipated to motivate, stimulate, and ultimately demonstrate the\u00a0meaningfulness and efficiency of the Action.”<\/p>\n