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Dr Ruomeng Huang

  FInstP, FHEA, SMIEEE, MRSC
Associate Professor

Research interests

  • 1. Neuromorphic and memristive nanoelectronic devicesDesign and implementation of novel memristor materials and device architectures for neuromorphic computing, including artificial synapses and physical reservoir computing, with an emphasis on scalable fabrication and device-level dynamics.
  • 2. AI-enabled semiconductor device design and optimisationApplication of machine learning and data-driven optimisation techniques to accelerate the design, modelling and optimisation of semiconductor devices, with demonstrated impact in energy-harvesting systems and nanophotonic.

More research

Accepting applications from PhD students.

Connect with Ruomeng

Email: R.Huang@soton.ac.uk

Tel: +44 23 8059 9305

Google Scholar
ORCID

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About Research Publications Supervision Teaching External roles and responsibilities Biography
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About

Ruomeng Huang is an Associate Professor in Electronics and Computer Science at the University of Southampton, where he leads research within the Sustainable Electronic Technologies group. His expertise spans the design, fabrication and characterisation of semiconductor devices, with a research focus on emerging materials and device architectures for neuromorphic computing, memory technologies, and energy-efficient electronics. He has established an internationally recognised research programme covering memristive devices, transition metal dichalcogenides, functional oxides and carbides, and their integration into neuromorphic and sustainable electronic systems. He has also pioneered the use of AI-enabled approaches for semiconductor device design, modelling and optimisation, with demonstrated applications in thermoelectric and nanophotonic devices, enabling efficient device-level performance optimisation.

Ruomeng has a strong track record in securing competitive research funding. He currently serves as Deputy Director and Co-Investigator of the £10 million EPSRC Programme Grant EXPRESS, which integrates two-dimensional metal dichalcogenide semiconductors into nanoelectronic devices such as transistors and memristors. He is also UK Lead for the €4.5 million Marie Skłodowska-Curie Actions Doctoral Network MGICIAN, which focuses on the development of novel solid-state cooling technologies based on thermoelectrics. In addition, he has acted as Principal Investigator or Co-Investigator on multiple UKRI, Royal Society and EU-funded research projects.

He leads a research team of over 10 researchers, including postdoctoral researchers and PhD students. His research outputs include over 80 peer-reviewed journal publications and more than 40 presentations at national and international conferences, including numerous invited talks.

Ruomeng is a Fellow of the Institute of Physics, a Senior Member of IEEE, and a Fellow of the Higher Education Academy. He is a member of the EPSRC Peer Review College, serves on the editorial boards of Scientific Reports and Engineering Research Express, and is a committee member of the IOP Semiconductor Physics Group.

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