Within the context of the EuroCC 2 Project, Proof of Concepts (PoCs) will be conducted with SMEs and industry representatives in HPC, Big Data, and Artificial Intelligence by providing academic and technical consultancy. With these studies, it is aimed that companies will be able to solve the appropriate problems by using HPC resources with the help of NCC Türkiye expertise. All these services and support will be offered freely.

If you would like to apply for a PoC study, please visit our page and fill out the application form.

Training Large-Scale ML Models for Speech-to-Text Recognition and 3D Part Segmentation

Partner: Sabancı University
Keywords: SME, Manufacturing, Machine Learning
Status: Success Story

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Designing PROTACS for HIV-TAT Using Deep Learning and Molecular Modeling Methods

Partner: Istanbul Technical University
Keywords: SME, Biotechnology, Deep Learning, Molecular Dynamics
Status: Completed.

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Efficiency of Mechanical Mixers in Biogas Digesters

Partner: Istanbul Technical University
Keywords: SME, Manufacturing, CFD, HPC
Status: Success Story.

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AI-Driven Style Transfer for Virtual Environments

Partner: Middle East Technical University
Keywords: SMEMedia, Deep Learning, AI, Neural Networks
Status: Success Story

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Root Cause Analysis and Detection Systems on Correlated Events and High-Dimensional Data

Partner: İstanbul Technical University
Keywords: SMEICT, AI, Machine Learning
Status: In progress

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Training Large Language Model for Turkish and German Language Support

Partner: Sabancı University
Keywords: SME, Engineering, Large Language Models
Status: In progress

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Parallel computing and hyper parameter optimization via distributed training for AI models over a multi-GPU environment

Keywords: SMEAI
Status: In progress

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In the first phase of the EuroCC Project (01.09.2020 and 31.12.2022), 29 PoC studies had been carried out with SMEs, big industry and  start-ups that have problems in the field of HPC, Big data and Artificial Intelligence. Free consultancy and TRUBA infrastructure support were provided throughout the PoC study process. Details of the works completed between these dates can be found below.

Materials Modelling for Nanocomposite Optimization

Partner: Middle East Technical University
Keywords: Big industry, manufacturing, materials science, HPC
Status: Success Story

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Text Processing of Social Media Messages

Partner: Middle East Technical University
Keywords: SME, social media, NLP, deep learning, AI
Status: Completed

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Public Transport Analysis Platform

Partner: Middle East Technical University
Keywords: SME, transportation, smart city, big data, HPDA
Status: Success Story

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Image-Based Content Moderation Project

Partner: TRUBA
Keywords: SME, social media, computer vision, deep learning, AI
Status: Success Story

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Fraud Detection with Graph Processing

Partner: Sabancı University
Keywords: Big industry, finance, graph analytics, AI
Status: Completed

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Code Modernization for Glass Industry 

Partner: Sabancı University
Keywords: Big industry, manufacturing, HPC
Status: Closed

Simulation Optimization of a Patented Design with Parallel Computing on TRUBA Cluster

Partner: TRUBA
Keywords: SME, engineering, CFD, HPC
Status: Success Story

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Migration of Casting Process From in House Computer System to HPC Environment

Partner: Middle East Technical University
Keywords: Big industry, manufacturing, HPC
Status: Closed

HPC for Machine Learning and Digital Twin Health

Partner: Sabancı University
Keywords: SME, manufacturing, IoT, digital twin, AI
Status: Success Story

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Creating the Simulation-Based Digital Twin of a High-Speed Fan on an Internet-of-Things (IoT) Platform

Partner: Middle East Technical University
Keywords: SME, manufacturing, materials science, AI
Status: Closed

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Real-Time Determination of the Physical Data of Granules and Ore Material Particles Development of the Test Bench and Creation of Particle Material Library

Partner: Middle East Technical University
Keywords: SME, manufacturing, materials science, AI
Status: Closed

CFD Analysis of SNCR Injection in a commercial Boiler for Reduction of NOx Emissions

Partner: Middle East Technical University
Keywords: SME, manufacturing, CFD, AI
Status: Closed

Comparison of open-sourced computational fluid dynamics programs for numerical study to solve the combustion, flame form, and emissions (especially NOx emission) in a burner and a boiler

Partner: Middle East Technical University
Keywords: SME, manufacturing, CFD, HPC
Status: Closed

Optimization of physics parametrizations widely used in Weather Research and Forecasting (WRF) model and high accuracy predictability of complex weather phenomena

Partner: Middle East Technical University
Keywords: SME, engineering, HPC
Status: Success Story

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Wind Turbine Rotor

Partner: Middle East Technical University
Keywords: SME, manufacturing, CFD, HPC
Status: Completed

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Parallel Solution of Compressible Navier-Stokes Equations

Partner: Middle East Technical University
Keywords: Big industry, manufacturing, CFD, HPC
Status: Completed

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Parameter Tuning for Antenna Design

Partner: Sabancı University
Keywords: SME, manufacturing, HPC
Status: Completed

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Recommendation Engine and Machine Learning on Big Data

Partner: Sabancı University
Keywords: SMEfinance, big data
Status: Completed

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CFD Simulations for Powertrain Test Labs

Partner: Middle East Technical University
Keywords: Big industry, automotive, CFD, HPC
Status: Completed

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Synthetic IoT Data Generation using HPC Infrastructure

Partner: Middle East Technical University
Keywords: Big industry, oil and gas, IoT, deep learning, AI
Status: Completed

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Code Modernization for Glass Industry V2

Partner: Sabancı University
Keywords: Big industry, manufacturing, HPC
Status: Success Story

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Developing e-Commerce and Content Moderation Solutions with mtAPI

Keywords: SME, social media, computer vision, deep learning, AI
Status: Closed

High Efficiency Impeller Design for Wastewater Pumps through High Fidelity CFD simulations

Partner: ITU – UHeM
Keywords: SME, Manufacturing, CFD, HPC
Status: Success Story

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Nested Named Entity Recognition via Language Model Based Neural Architecture

Partner: ITU – UHeM
Keywords: SME, social media, costumer experience, AI, NLP
Status: Success Story

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Hyper Parameter Optimization for Continuously Learning ML Algorithms

Partner: ITU – UHeM
Keywords: SME, Finance, AI, Machine Learning
Status: Completed

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Training Machine Learning Models for Biometric Authentication

Partner: ITU – UHeM
Keywords: SME, Cyber security, HPC, HPDA, ML
Status: Closed

Public Transport Timetable Optimization on HPC

Partner: METU
Keywords: SME, Transportation, HPDA, big data, Dask
Status: Completed

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Analysis of Legal Documents Related to Social Media Requests using Artificial Intelligence

Partner: İTÜ-UHeM
Keywords: SME, Legal, AI, ML, NLP
Status: Completed

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Qulak AI Services in Education

Partner: MCBU (Manisa Celal Bayar University)
Keywords: SME, Education, AI, Deep Learning
Status: Closed

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