Author

danilo_new_1

Danilo Di Stefano

modeFRONTIER Product Manager
ESTECO

Danilo Di Stefano is the modeFRONTIER product manager at ESTECO. He graduated in Physical Chemistry from the University of Padova, and completed a Master's programme in Bioinformatics at the University of Bologna. After three years of experience as a Scientist at the Area Science Park (National Research Institution, Italy) in the design and implementation of data mining software, he joined ESTECO, working as an internal data mining consultant and business development in the pharmaceutical market.

Blog post

Instantly predict design behavior with Python based Response Surface Models

Written by Riccardo Di Meo , Alessandro Viola , Alberto Clarich , Danilo Di Stefano Nov 29 2022 · 5 min read
Python RSM bridge in modeFRONTIER is a very effective way of dealing with complexity, at any level, when creating RSM models.
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3D illustration of complex data flow behind sensitivity analysis and design space exploration
Blog post

Reducing the complexity of design space exploration with sensitivity analysis

Written by Alessandro Viola , Danilo Di Stefano Mar 10 2021 · 6 min read
Engineering problems can involve a large number of design variables. But not all of the inputs have an equal effect on the output. Considering them all can dramatically reduce the efficiency of Design of Experiments (DOE) or optimization studies.
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Engineers can integrate python in their engineering workflow and combine it with design optimization techniques (Illustration)
Blog post

Python for engineers: The benefits of executing codes in an automated workflow for design optimization

Written by Danilo Di Stefano, Alessandro Viola Jul 13 2020 · 6 min read
Nowadays, deep expertise in scripting languages and programming became a valuable skill set for engineers and R&D professionals in general to perform process automation, data analysis, and visualization.
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