Master Theses in Mathematical Modelling and Industrial Mathematics at Sofia University

Arguably, one of the most important parts of the education in a MSc program in Technomathematics is writing a Master thesis. We shall briefly present here four theses that were recently defended at the MSc program “Computational Mathematics and Mathematical Modelling” at the Faculty of Mathematics and Informatics, Sofia University. […]

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Mathematics + billiard or billiard + mathematics: the SmartPool project connects two communities

Written by Evgenia Sendova, IMI-BAS Mathematics billiard – past and present Do mathematicians study billiards because they like playing it and improving their skills? Not necessarily. Idealized variations of the game are models for dynamical systems that occur in nature. In fact, the interest of mathematicians in the study of billiard […]

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The role of the FMI Career Centre in the activities of FMI as Educational centre of ECMI

The Faculty of Mathematics and Informatics (FMI) Career Centre opened on November 2008 with the financial support of Globul. It is designed to be an effective mediator between academia and business, to assist the realization and the successful career development of the FMI students and to support students’ participation in […]

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Lightweight diacritic restoration for V4 languages

Diacritics restoration became a ubiquitous task in the Latin-alphabet-based English-dominated Internet language environment. We showcase a small footprint 1D convolution-based solution, running in a web browser, which surpassed the performance of similarly sized models. Many languages have alphabets where some characters are derived from other characters using diacritical marks. The […]

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Estimation and simulation of fractional Ornstein-Uhlenbeck processes, using deep neural networks

There is now a great deal of interest in parameter estimation of Ornstein-Uhlenbeck processes in finance because of its modelling capability (see e.g. [1]). That is why we investigated prediction of the unknown parameters with neural networks in the hope that we will obtain more accurate estimators than the ones […]

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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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