Mathematics Expert in Data Analytics and Machine Learning

A new program has started for graduates at Eötvös Loránd University: This program is for those, who want to be among the winners of the socio-economic transformations generated by artificial intelligence. It is well-known than those can make the most of the possibilities offered by artificial intelligence who well understand […]

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Neural networks for boundary value problems

We report here a promising approach to use neural networks for the efficient numerical solution of boundary value problems. According to the theory of boundary integral equations and the so-called method of fundamental solutions, the principal concept is to approximate the solution by a linear combination of fundamental solutions.Neural networks […]

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GENEO and Explainable Machine Learning applied to protein pocket detection

This post deals with some new geometrical techniques for explainable machine learning, called GENEOs [1], that we are applying in a research group working at University of Milan and University of Bologna, to problems of drug design and molecular docking. The research is developed in collaboration with Dompé, an Italian […]

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Decreasing the waiting times for ambulatory surgery through a refusal prediction modelling

The goal of this collaboration between mathematicians and a healthcare centre is to reduce the number of patients that are refused by the surgery/anaesthesia team after being referred for ambulatory surgery by the general practitioner. These events lead to a significant delay on the surgery time for each refused patient, […]

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Challenges in Computational Mathematics in summer internships for students

The Laboratory of Computational Mathematics (LCM) of the Centre for Mathematics of the University of Coimbra challenged undergraduate and master’s students with a strong mathematical component to embrace computational mathematics problems closely linked to real-world applications. The initiative includes seven R&D four-week internships and a workshop with guest speakers and […]

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Estimating Residential Property Values in Dublin: What is the impact of a postcode?

Map of Dublin

Aoife Hurley CRT student The fascination with postcodes and the popularity of certain postcodes is nothing new in Dublin. There is a long-standing theory that purchasers will pay more for a specific postcode – historically postcodes have been used as a wealth indicator and class status symbol, perhaps this belief […]

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Reconstruction of 3D objects: how to save time and memory while preserving details

Highly-defined 3D objects play more and more a central role in Computer Graphics. Actually, several fields of application deal with 3D assets (just think about the employment of AR/VR for videogames, medical applications, cultural heritage preservation, e-commerce). In such a context, the challenge is to create 3D models stuck to […]

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ROM based optimization in the packaging industry

In the framework of a long-lasting collaboration between the MOX laboratory, the company MOXOFF s.p.a. and TetraPak, we have developed a software suite for the simulation, optimization, and uncertainty quantification of filling systems in the packaging industry. The simulation tool is based on a non-intrusive POD reduced-order method that allows […]

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epiMOX: a point of view on the COVID-19 epidemic

https://www.epimox.polimi.it/

A research group at MOX has been active during the past year in the development of epidemiological models for the analysis and forecast of the COVID-19 epidemic in Italy. In particular, we have released the epiMOX dashboard (https://www.epimox.polimi.it/) [1] for the visualization and processing of COVID-19 data and simulation results […]

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Time-X project: TIME parallelization for eXascale computing and beyond

Nowadays digital twins are commonly designed and investigated in industry before physical products are manufactured. To construct such virtual prototypes multiobjective optimization of several key performance indicators from different physical domains is performed. For a wide range of applications, e.g., electric motors, high-fidelity transient simulations are necessary, as they allow […]

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