From Theory to Impact: A PhD Student's Role in the Future of Quantum AI
- gilesbrandon5
- Apr 7
- 2 min read
An interview with Bani Chhohan
1. Can you briefly introduce yourself and your role in the QRC-4-ESP project?
My name is Bani and I’m a first year PhD student studying Quantum Reservoir Computing (QRC) using AI at Loughborough University. My research focuses on developing the theoretical models for the experimental qubit systems.
2. What aspects of the project are you most involved in, and what excites you about them?
My primary focus is on quantitative theoretical models of quantum systems and benchmarking the performance of different QRC systems. What I enjoy most about this work is applying the quantum reservoir system to different AI problems and evaluating the accuracy models. As well as this the interdisciplinary part of the work and working alongside the partner organisations and universities to test different strategies is also exciting and fun.
3. What challenges have you encountered while working on this project, and how have you approached them?
One of the challenges I have encountered is getting to grips with the deep theoretical foundations of quantum mechanics and the complex maths that underpin it. To address this challenge, I have been focusing on learning the relevant concepts from reading materials needed for implementing the QRC.
4. How do you see quantum reservoir computing impacting the field of physics and beyond?
QRC has huge potential by integrating machine learning into the quantum physics for tasks involving nonlinear signal processing and pattern recognition. Beyond physics QRC will play an important role in cryptography, finance and advancements in AI where efficient data processing is key.
5. What advice would you give to other PhD students interested in quantum research?
My main piece of advice to students wanting to peruse quantum research would be to have a strong understanding of quantum mechanics, dynamical systems and machine learning.
6. What are your future aspirations, and how is this project contributing to them?
I would like to continue to carry out research to solidify my understanding and contribute to more quantum projects. My future aspirations are to work at a major AI startup based on quantum engineering while also making an impact in UK politics by informing government policy on quantum computing and AI research.
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