applied

Using Artificial Neural Networks in Solving Differential Equations

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The theme of our career event this month is “Generative Artificial Intelligence and Our Profession” and within the scope of the theme, a seminar titled “Using Artificial Neural Networks in Solving Differential Equations” will be given by Dr. Cem ÇELİK in our department. The seminar is open to everyone who is interested.

Speaker: Dr. Cem ÇELİK (DEU, Department of Mathematics)
Title: Using Artificial Neural Networks in Solving Differential Equations
Date and Time: 19.03.2025 (Wednesday),  12:00
Place: B256 (DEU Faculty of Science Department of Mathematics Block B 2nd floor)

Abstract: The intersection of scientific computing and machine learning has given rise to a paradigm known as Scientific Machine Learning (SciML). This talk will explore the principles of SciML, with a particular focus on Physics-Informed Neural Networks (PINNs), a novel approach that integrates the principles of physics with machine learning techniques to solve complex scientific and engineering problems. By embedding physical laws directly into the neural network architecture, PINNs enable the modeling of systems governed by partial differential equations (PDEs) while leveraging the strengths of data-driven methods. This presentation will cover the foundational concepts of PINNs through practical examples, and participants will gain insights into the potential of PINNs to revolutionize problem-solving.

WDEA2019 – The 9th International Workshop on Differential Equations and Applications

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It is our pleasure to invite you to participate in “The 9th International Workshop on Differential Equations and Applications” which will be organized by Department of Mathematics of both Dokuz Eylül University and Yeditepe University and held in Doğa Holiday Village, İstanbul on May 24-26, 2019. The scope of the conference is to bring together members of the mathematical community whose interest lies in applied mathematics to assess new developments, ideas and methods. The conference will cover a wide range of topics of

  • DIFFERENTIAL EQUATIONS,
  • DIFFERENCE EQUATIONS,
  • DYNAMIC EQUATIONS,
  • STOCHASTIC DIFFERENTIAL EQUATIONS

and all other fields of applied mathematics.

Workshop website: http://wdea2019.deu.edu.tr

Scientific Committee

Prof. Dr. Metin Gürses (Bilkent University)

Prof. Dr. A. Okay Çelebi (Yeditepe University)

Prof. Dr. Hüsnü Ata Erbay (Özyeğin University)

Prof. Dr. Varga Kalantarov (Koç University)

Prof. Dr. Maciej Blaszak (Adam Mickiewicz University)

Prof. Dr. Mieczysław Cichoń (Adam Mickiewicz University)

Prof. Dr. Wen-Xiu Ma (University of South Florida)

Prof. Dr. H. Mete Soner (Swiss Federal Institute of Technology)

Prof. Dr. Ayşe Hümeyra Bilge (Kadir Has University)

Prof. Dr. Albert Erkip (Sabancı University)

Prof. Dr. Oktay Pashaev (İzmir Institute of Technology)

Prof. Dr. İsmagil Habibullin (Russian Academy of Sciences)

Prof. Dr. Alp Eden (Boğaziçi University)

Organizing Committee

Assoc. Prof. Dr. Burcu Silindir Yantır (Dokuz Eylül University)

Asst. Prof. Dr. Meltem Adıyaman (Dokuz Eylül University)

Asst. Prof. Dr. Gülter Budakçı (Dokuz Eylül University)

Assoc. Prof. Dr. Ahmet Yantır (Yaşar University)

Assoc. Prof. Dr. Aslı Pekcan (Hacettepe University)