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Research Overview

Research overview

Our vision

A step change in computing energy means the future of AI depends on new materials.

AI and data-centric computing are driving unprecedented energy demand. NEED2D aims to move beyond silicon by exploiting quantum-enabled properties of two-dimensional materials, enabling a step-change in ultra-low-energy electronic devices. Going beyond the limits of silicon, using ultra-low energy devices, ensuring sustainable AI growth and increasing UK capability.

A Clear Pathway

From energy pressure to engineered devices

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Pathway diagram
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Pathway diagram
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Research overview

Timeliness: AI, data centres & energy

The expansion of AI workloads and data infrastructure is increasing electricity demand and elevating energy efficiency to a first-order constraint for future computing.

Interfaces dominate at atomic thickness: trapped charges, scattering and contact resistance can outweigh intrinsic advantages.

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Research overview

Overall vision

A new class of manufacturable devices built from atomically thin materials. By combining 2D layers into engineered heterostructures, NEED2D targets functionality and performance beyond conventional semiconductors.

Layer-by-layer design enables control of electrostatics, band alignment and interfaces, improving leakage control and contact behaviour.

Our Objectives

NEED2D delivers clear outcomes for sustainable computing.

A new semiconductor paradigm based on atomically thin materials. Ultra-low-energy hardware for AI-enabled computing. Manufacturable pathways and UK capability development. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.

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Research overview

Advancing understanding

Identify limits from defects, interfaces and contacts and establish how to stack 2D layers without degrading performance—essential for reliable, reproducible devices.

Interfaces dominate at atomic thickness: trapped charges, scattering and contact resistance can outweigh intrinsic advantages.

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Research overview

Impact

Ultra-low-energy electronics can reduce emissions from digital infrastructure, enable sustainable AI growth, and catalyse high-value UK innovation and capability.

Impact combines environmental leverage (energy reduction) with economic leverage (sovereign post-silicon capability).