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
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.
Efficiency of Mechanical Mixers in Biogas Digesters
Partner: Istanbul Technical University
Keywords: SME, Manufacturing, CFD, HPC
Status: Success Story.
AI-Driven Style Transfer for Virtual Environments
Partner: Middle East Technical University
Keywords: SME, Media, Deep Learning, AI, Neural Networks
Status: Success Story
Root Cause Analysis and Detection Systems on Correlated Events and High-Dimensional Data
Partner: İstanbul Technical University
Keywords: SME, ICT, AI, Machine Learning
Status: In progress
Training Large Language Model for Turkish and German Language Support
Partner: Sabancı University
Keywords: SME, Engineering, Large Language Models
Status: Closed
Parallel computing and hyper parameter optimization via distributed training for AI models over a multi-GPU environment
Keywords: SME, AI
Status: Completed.
Feasibility Analyses of Operational Weather Forecasting Using HPCs
Keywords: SME, Hydrometeorological Forecast, Data Analysis
Status: In progress
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
Text Processing of Social Media Messages
Partner: Middle East Technical University
Keywords: SME, social media, NLP, deep learning, AI
Status: Completed
Public Transport Analysis Platform
Partner: Middle East Technical University
Keywords: SME, transportation, smart city, big data, HPDA
Status: Success Story
Image-Based Content Moderation Project
Partner: TRUBA
Keywords: SME, social media, computer vision, deep learning, AI
Status: Success Story
Fraud Detection with Graph Processing
Partner: Sabancı University
Keywords: Big industry, finance, graph analytics, AI
Status: Completed
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
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
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
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
Wind Turbine Rotor
Partner: Middle East Technical University
Keywords: SME, manufacturing, CFD, HPC
Status: Completed
Parallel Solution of Compressible Navier-Stokes Equations
Partner: Middle East Technical University
Keywords: Big industry, manufacturing, CFD, HPC
Status: Completed
Parameter Tuning for Antenna Design
Partner: Sabancı University
Keywords: SME, manufacturing, HPC
Status: Completed
Recommendation Engine and Machine Learning on Big Data
Partner: Sabancı University
Keywords: SME, finance, big data
Status: Completed
CFD Simulations for Powertrain Test Labs
Partner: Middle East Technical University
Keywords: Big industry, automotive, CFD, HPC
Status: Completed
Synthetic IoT Data Generation using HPC Infrastructure
Partner: Middle East Technical University
Keywords: Big industry, oil and gas, IoT, deep learning, AI
Status: Completed
Code Modernization for Glass Industry V2
Partner: Sabancı University
Keywords: Big industry, manufacturing, HPC
Status: Success Story
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
Nested Named Entity Recognition via Language Model Based Neural Architecture
Partner: ITU – UHeM
Keywords: SME, social media, costumer experience, AI, NLP
Status: Success Story
Hyper Parameter Optimization for Continuously Learning ML Algorithms
Partner: ITU – UHeM
Keywords: SME, Finance, AI, Machine Learning
Status: Completed
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
Analysis of Legal Documents Related to Social Media Requests using Artificial Intelligence
Partner: İTÜ-UHeM
Keywords: SME, Legal, AI, ML, NLP
Status: Completed
Qulak AI Services in Education
Partner: MCBU (Manisa Celal Bayar University)
Keywords: SME, Education, AI, Deep Learning
Status: Closed
