Our research group led by Professor Eric Coatanéa is composed of skilled professionals and researchers with profound knowledge in manufacturing technologies and engineering design. The group is combining modelling, simulation and experimental efforts in the field of manufacturing systems. The specificity of the group is a unique focus on metamodeling approaches for engineering simulations and decision support. The context is specifically the development of robust metamodeling approaches in scarce data context.
The team is aiming for three complementary targets. The main outcome of the research is a multi-purpose colored causal graph approach supporting the following goals.
The first goal is to create, for engineering design and manufacturing disciplines, a new form of integrative metamodeling approaches supporting the integration of multiple models coming from various disciplines and developed via heterogeneous modeling and simulation approaches.
The second goal is to provide a system analysis method for ill-defined problems requiring solely qualitative information.
The third goal is to use the causal graphs as topology design support and precursors for different machine learning methods. They serve as well as pre-training method.
Company Details
- Address
- Korkeakoulunkatu 7, Tampere,pirkanmaa 33720,finland
- Industry
- Research Services
- NAICS
-
Scientific Research and Development ServicesResearch and Development in the Physical, Engineering, and Life SciencesResearch and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)
- Keywords
- additive manufacturing, engineering design, modelling and simulation, metamodelling, decision support system, Directed Energy Deposition, machine learning, Dimensional analysis, Multi-Disciplinary Optimization, Bayesian Networks.
- HQ
- Tampere, Pirkanmaa
Manufacturing Systems Research Group (Masyre) Questions
Manufacturing Systems Research Group (Masyre)'s website is https://www.tuni.fi/en/research/manufacturing-systems-research-group-masyre
Manufacturing Systems Research Group (Masyre)'s LinkedIn profile is https://fi.linkedin.com/company/tau-masyre
Manufacturing Systems Research Group (Masyre)'s industry is
Research Services
Manufacturing Systems Research Group (Masyre)'s top competitors are
Fima – Forum For Intelligent Machines Ry,
Edge Impulse (A Qualcomm Company).
Manufacturing Systems Research Group (Masyre)'s categories are Research Services
