Scientific Computing Program at IAM, METU

Scientific Computing Program at IAM, METU

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Welcome to the official FB page of Graduate Program "Scientific Computing" at Institute of Applied

21/10/2022

📣 Ramon Codina
Department of Civil and Engineering, Universitat Politecnica de Catalunya, Spain

Title: Hybrid Intrusive/ML-based Reduced Order Model for the Optimisation of Aerodynamic Profiles

Date/Time: 04.10.2022 – 09:30-10:15 (GMT+3)

https://20years-iam.metu.edu.tr/workshop.html





18/10/2022

Workshop on 20th Anniversary of the Institute of Applied Mathematics

We kindly require participants to register online latest by October 20, 2022 due to place limitations. Hereby you agree to give the following personal information which will be kept by the organizers according to the KVKK. Non-registered participants are not guarenteed to take part and use the facilities of the Workshop. On-site registration will not be accepted during the workshop. No registration fee is required.
 
Online registration deadline: October 20, 2022

For more details and registration, please visit ↩️
https://20years-iam.metu.edu.tr/workshop.html

📌Invited Speakers:

- Ramon Codina
Department of Civil and Engineering, Universitat Politecnica de Catalunya, Spain

- Corina Constantinescu
Department of Mathematical Science, University of Liverpool, UK

- Zehra Eksi-Altay
Institute for Statistics and Mathematics, WU Vienna, Austria

- Michal Zajac
Nethermind




27/08/2022

Workshop on 20th Anniversary of the Institute of Applied Mathematics

The 20th year of the foundation of Institute of Applied Mathematics (IAM) at Middle East Technical University (METU) is celebrated with a special workshop which will be held on November 4, 2022 in Convention Center at METU.

The workshop will create a platform to present the recent developments in applied mathematics, show its applicability in other disciplines and industry. In line with the content of four graduate programs at IAM, Actuarial Science, Cryptography, Financial Mathematics and Scientific Computing, the experience, needs and future trends will be discussed through invited speakers and participants.

Invited Speakers:

- Ramon Codina
Department of Civil and Engineering, Universitat Politecnica de Catalunya, Spain

- Corina Constantinescu
Department of Mathematical Science, University of Liverpool, UK

- Zehra Eksi-Altay
Institute for Statistics and Mathematics, WU Vienna, Austria

- Michal Zajac
Nethermind




07/05/2022

📣 Colloquia Seminar:
Discrete De Giorgi--Nash--Moser theory and the finite element approximation of chemically reacting fluids

Prof. Dr. Endre Süli
Mathematical Institute, University of Oxford, UK

📍 Zoom Meeting Link:
Place: https://zoom.us/j/92462211844?pwd=dUhuUU5wc0FLMDgxbUV5ZW9IMktGUT09
Meeting-ID: 924 6221 1844
Password: 854034
Date/Time: 17.05.2022 – 15:30 (GMT+3)

Abstract: The talk is concerned with the convergence analysis of finite element methods for the approximate solution of a system of nonlinear elliptic partial differential equations that arise in models of chemically reacting viscous incompressible fluids. The shear-stress appearing in the model involves a power-law type nonlinearity, where, instead of being a fixed constant, the power law-exponent is a function of a spatially varying nonnegative concentration function, which, in turn, solves a nonlinear convection-diffusion equation. In order to prove the convergence of the sequence of finite element approximations to a solution of this coupled system of nonlinear PDEs, a uniform H\"{o}lder norm bound needs to be derived for the sequence of finite element approximations to the concentration in a setting, where the diffusion coefficient in the convection-diffusion equation satisfied by the concentration is merely an L^\infty function. This necessitates the development of a finite element counterpart of the De Giorgi--Nash--Moser theory. Motivated by an early paper by Aguilera and Caffarelli (1986) in the simpler setting of Laplace's equation, we derive such uniform H\"older norm bounds on the sequence of continuous piecewise linear finite element approximations to the concentration. We then use this to deduce the convergence of the sequence of finite element approximations to a solution of the coupled system of nonlinear PDEs under consideration.

The talk is based on joint work with Seungchan Ko and Petra Pustejovska, and recent results obtained in collaboration with Lars Diening and Toni Scharle.

07/04/2022

📣 Colloquia Seminar:
Computing and Approximating Sparse Matrix Permanents in Parallel

Assoc. Prof. Dr. Kamer Kaya
Sabancı University, Computer Science and Engineering, Turkey

📍 Zoom Meeting Link:
Place: https://zoom.us/j/92462211844?pwd=dUhuUU5wc0FLMDgxbUV5ZW9IMktGUT09
Meeting-ID: 924 6221 1844
Password: 854034
Date/Time: 12.04.2022 – 15:30 (GMT+3)

Abstract: The permanent is an important characteristic of a matrix and it has been used in many applications, e.g., order statistics and quantum computing. Unfortunately, it is a hard to compute and hard to approximate immanant. For dense/full matrices, the fastest exact algorithm, Ryser, has O(n x 2^(n-1)) complexity. In this seminar, we will talk about permanents for (mainly sparse) matrices, their relation with some graph-theoretic problems, and how to compute/approximate them in parallel by using manycore CPUs and multicore GPUs.

10/01/2022

Stochastic Discontinuous Galerkin Methods for Robust Deterministic Control of Convection Diffusion Equations with Uncertain Coefficients by P. Çiloğlu and H. Yücel, Technical Report, arXiv:2108.13767, 2021.

06/01/2022

S. Can Toraman successfully defended his Master thesis, titled "Stochastic Momentum Methods for Optimal Control Problems Governed by Convection-Diffusion Equations with Uncertain Coefficients", supervised by Assoc. Prof. Hamdullah Yücel on January 06, 2021. We congratulate him and wish success in his (academic) carrier.

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Institute Of Applied Mathematics Middle East Technical University Üniversiteler Mahallesi Dumlupınar Bulvarı No:1
Ankara
06800