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The Advanced Computing Platform ( ACP ) provides a research infrastructure with high-performance computing services , reducing the time taken for computationally intensive tasks .

It caters to multidisciplinary research in natural and social sciences , aiming to publish outcomes in esteemed journals and conferences .

Funded by the University ’ s Research Excellence Unit and overseen by the School of Information Technology , the platform is research-focused and applied in various fields including computer vision , image processing , optical network , machine learning , pattern recognition , combustion , turbulent flow , nanomaterial , genome analysis , and disease association studies .

EXPERTISE

Our team provides specialised expertise in leveraging the ACP to advance research in the exciting field of artificial intelligence ( AI ). With a deep understanding of AI algorithms , machine learning techniques , and neural networks , we harness the power of the ACP ’ s high performance computing services to drive groundbreaking AI research . From computer vision and image processing to natural language processing and predictive analytics , our team excels in applying AI methodologies across diverse domains .

KEY INSTRUMENTATION

Our instrumentation within the ACP is specifically designed to empower research that require big data analytics and artificial intelligence , which include :

• High-performance computing clusters for efficient and accelerated computations

• Specialised hardware accelerators for advanced AI and data processing tasks

• Optimised frameworks and libraries for machine learning , deep learning , and data analysis

• Advanced tools for data preprocessing , feature engineering , and exploratory data analysis

• Support for computer vision techniques , including image recognition and object detection

• Natural language processing capabilities for tasks like sentiment analysis and text classification

• Scalability to handle large datasets and train complex AI models Integration with big data frameworks for processing and analysing massive data sets

• Cutting-edge technology to drive innovative research in AI , data science , and related fields .

WORKING WITH US

• Collaborative research

• Consultancies

• Fee for service

• Training .

SPECIALIST SERVICES

Our platform ’ s specialist services also include providing software application expertise for conceptualising , planning , developing , troubleshooting , and supporting projects on the HPC . We collaborate with high-performance computing ( HPC ) users and researchers to advance their expertise in software applications ,