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Research areas

Neuromorphic devices based on two-dimensional layered materials

Taking inspiration from the human brain, neuromorphic systems uses the rich physics of materials and devices to process unstructured and noisy analogue data directly, leading to a fundamentally new approach to computation. 2D layered materials are among the most promising materials for future neuromorphic technology due to the  large variety of properties they offer, the possibility of being combined into functional structures and being chemically-converted while preserving their shape as well as the and the ease of integration with  existing semiconductors and fabrication lines.


Relevant papers:

High-accuracy inference using HfOxSy/HfS2 Memristors

https://arxiv.org/abs/2506.17174


Forming and compliance-free operation of low-energy, fast-switching HfOxSy/HfS2 memristors

https://pubs.rsc.org/en/content/articlelanding/2025/nh/d4nh00508b


Controlled Fabrication of Native Ultra-Thin Amorphous Gallium Oxide From 2D Gallium Sulfide for Emerging Electronic Applications

https://advanced.onlinelibrary.wiley.com/doi/10.1002/admi.202400481


Atomically-thin microwave sensors

These sensors consist of electrolytically gated broadband microwave sensors where atomically-thin graphene layers are integrated into coplanar waveguides and coupled with microfluidic channels. These devices combine microwave and field-effect sensing, producing multi-dimensional datasets. 


Relevant papers


Highly Sensitive Glucose Sensors Based on Gated Graphene Microwave Waveguides

https://advanced.onlinelibrary.wiley.com/doi/10.1002/adsr.202400091


Electrochemically-gated Graphene Broadband Microwave Waveguides for Ultrasensitive Biosensing

https://pubs.rsc.org/en/content/articlehtml/2023/nr/d3nr01239e

 


Heterostructures based on two-dimensional layered materials

Two-dimensional layered materials (such as graphene and transition metal dichalcogenides) can be deterministically stacked to form heterostructures. We develop methods to optimize the fabrication of such structures and use them for devices such as transistors and memristors.


 Relevant papers


Cleaning Interfaces in Layered Materials Heterostructures, Nature Communications 9:5387 

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