Pavan Mohan Neelamraju
Wolfson School of Mechanical, Electrical and Manufacturing Engineering · Loughborough University
Research Interests
His interest sits at the compelling intersection of Applied Machine Learning, Inverse Problems, Physics-Consistent Learning and Signal Processing.
Biography
I am an applied machine learning researcher working on inverse, constrained, and physics-consistent learning for wave-driven and complex engineered systems. My research focuses on integrating physical structure, signal representations, and domain constraints into machine learning models to improve robustness, interpretability, and data efficiency. I am currently pursuing a PhD in Electronic, Electrical and Systems Engineering at Loughborough University (UK). My doctoral work explores learning-enabled modeling and control of reconfigurable wave-based systems for next-generation communication and sensing, while my broader research agenda addresses inverse learning and physically grounded machine intelligence across multiple application domains. My interests span applied ML, signal processing, inverse problems, and wave-based systems, with applications including communications, sensing, seismic modeling, and imaging. I am particularly interested in research that bridges theory, systems,
Education
Doctor of Philosophy: Loughborough University Master of Science: Indian Institute of Technology Madras Bachelor of Technology: SRM University
Recent Google Scholar Publications
- A deep learning prediction model for on-site earthquake early warning system in India
- An ML-Assisted Recommender for Multi-Shape Patch Antenna Design
- A System and Method for Simulating and Analysing Surface Bioluminescence
- Ground Motion Modelling with Bidirectional Liquid Neural Network (Bliqnet)
- Enhanced Seismic Ground Motion Modeling With Conditional Variational Autoencoder
Links
- ORCID https://orcid.org/0000000196266556
- Google Scholar https://scholar.google.com/citations?user=yuekgfEAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=None
- Personal Weblink https://pavanmohan.netlify.app/