Janus

Positioned within Ireland’s technological research ecosystem, ATU provides a strategic advantage with strong industry connections across Fintech, Medtech, and Engineering. Our research group is committed to supporting industry transformation through cutting-edge research, digital acceleration, and collaboration with enterprises at all levels—from innovative startups to established multinationals.

Advanced Infrastructure for AI Innovation

The Janus Research Group is focused on three key domains that are critical to
digital transformation and technological advancement:

The Janus Research Group is focused on three key domains that are critical to digital transformation and technological advancement:

1 – High-Performance Computing (HPC)

• Development of scalable computing architectures
• Cloud and edge computing research
• Large-scale data ingestion and analysis
• Deployment of AI and deep learning models on high-performance clusters
• FPGA-based acceleration for AI inference and edge computing

2 – Artificial Intelligence (AI) & Machine Learning (ML)

• AI-driven decision-making models
• Natural language processing and generative AI
• AI ethics, security, and regulatory considerations
• AI-powered automation and intelligent data analytics

3 – Emerging Technologies, Computer Vision & Digital Transformation

• Blockchain and distributed ledger applications
• Quantum computing explorations
• Smart cities, IoT, and Industry 4.0 integration
• Edge AI deployment for real-time decision-making
• Computer Vision – Image and video analysis, object detection, and autonomous systems

High-Performance Computing Infrastructure

Janus is equipped with a state-of-the-art HPC and AI infrastructure, from funding secured for €750,000, including:

• AI GPU Platform: Supporting large-scale machine learning and AI model training with high-performance GPU clusters.
• Data Ingestion & Processing Engine: A scalable system for real-time an batch data analytics, crucial for big data applications.
• FPGA AI Acceleration Hardware: Enabling energy-efficient, low-latency AI processing, particularly for edge computing and IoT applications.
• High-Throughput Storage & Networking: Optimised for AI workloads, ensuring rapid data movement and large-scale model training.
• Hybrid Cloud & Edge Computing Integration: Allowing seamless scaling from on-premise infrastructure to cloud-based environments.

Real-World Impact & Industry Collaboration

The Janus Research Group envisions itself as a leading driver of HPC, AI, and emerging technology research, strengthening Ireland’s research capabilities and fostering deep collaboration between academia, industry, and public sector stakeholders. Our goal is to cultivate a dynamic research environment that enables transformative innovation, develops talent pipelines, and strengthens economic resilience in the region.

Strategic Partnerships in HPC & AI

Janus collaborates with INSIGHT SFI Research Centre, one of Europe’s largest AI research initiatives, to drive forward advancements in data analytics, machine learning, and AI ethics. Additionally, we partner with the Irish Centre for High-End Computing (ICHEC) to leverage national HPC infrastructure, enabling large-scale computational research and supporting breakthroughs in AI-driven simulations and high-performance data processing. Janus is also a key partner in the Data2Sustain European Digital Innovation Hub (EDIH), through WiSAR Technology Gateway,
focusing on AI-powered sustainability solutions and digital transformation for enterprises.

Driving Ireland’s HPC & AI Future

ATU has demonstrated significant research success in HPC, AI, and emerging technology, securing millions in funding through national and international research initiatives. Our active research projects highlight our interdisciplinary and collaborative approach, integrating cutting-edge methodologies with practical industry applications. The Janus HPC and AI infrastructure is installed at ATU Donegal, providing a critical foundation for high-performance AI research and computational excellence.

Unlocking the Power of AI for Business

We actively partner with leading academic institutions, government agencies, and industry stakeholders to develop solutions that address real-world challenges. Through collaborative initiatives, we facilitate:

• AI adoption in industry through applied research and prototyping
• HPC infrastructure development to support complex simulations and largescale data analytics
• Policy and regulatory frameworks for ethical AI deployment
• Entrepreneurial innovation through industry spinouts and commercialisation
  pathways

Graduate Research & Talent Development

Janus provides critically needed HPC services to the postgraduate research community and academics, ensuring they have access to cutting-edge
computational resources. Our research group fosters an environment where researchers can leverage HPC and AI infrastructure to push the boundaries of innovation. Janus is committed to developing Ireland’s future research leaders, providing them with the tools, expertise, and collaborative networks necessary to excel in an AI-driven digital economy. Janus also actively supports the Postgraduate Research Training Programmes (PRTPs) at ATU under the TU RISE initiative, providing computational capabilities to postgraduate researchers and academic staff. With more than 85 PhD students engaged in PRTPs, Janus ensures that those requiring HPC resources have access to the necessary infrastructure and expertise.

Future Directions & Research Expansion

The Janus Research Group is positioned to expand its research footprint through the formalisation of strategic focus areas in:

• AI for Digital Transformation – Advancing ethical and interpretable AI solutions.
• HPC for Next-Gen Computing – Enhancing simulation and predictive modelling capabilities.
• Quantum Computing & Advanced Cryptography – Investigating novel computational paradigms
• Industry 4.0 & Smart Infrastructure – Supporting automation, IoT, and connected systems Janus is at the forefront of Ireland’s research and innovation landscape in HPC, AI, and emerging technologies. Through multi-disciplinary collaboration, industry partnerships, and academic excellence, we drive forward digital transformation and technological advancements. With a strong foundation in cutting-edge infrastructure, strategic partnerships, and talent development, Janus continues to expand its impact, strengthening Ireland’s position in the global research ecosystem