PN
Pavan Mohan Neelamraju
Indian Institute of Technology Madras, Loughborough University, SRM University, Andhra Pradesh
0000-0001-9626-6556
About
I am an applied machine learning researcher specializing in inverse, constrained, and physics-consistent learning for wave-driven and complex engineered systems. My work focuses on developing learning frameworks that integrate physical structure, domain constraints, and signal representations to improve robustness, interpretability, and generalization in data-limited regimes.
Employment
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Loughborough University2025 - 2028
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Indian Institute of Technology Madras
Education
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SRM University, Andhra Pradesh Bachelor of Technology
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Indian Institute of Technology Madras Master of Science
Projects & Funding
Projects & funding information is unavailable.
Publications (17)
- Ground motion modelling with bidirectional liquid neural network (BLiqNet) Save
- <p>Bidirectional Liquid Neural Networks <span> (BLiqNet)</span></p> Save
- Ground Motion Modelling With Bidirectional Liquid Neural Network (BLiqNet) Save
- A deep learning prediction model for on-site earthquake early warning system in India Save
- Ground motion model for acceleration response spectra using conditional-generative adversarial network Save
- Potential Applications for Photoacoustic Imaging using Functional Nanoparticles: A Comprehensive Overview Save
- A review on the role of nanotechnology in the development of near-infrared photodetectors: materials, performance metrics, and potential applications Save
- Voting Based Classification System for Malaria Parasite Detection Save
- EVALUATION OF MULTIVARIATE DATA ACQUISITION OF NETWORK EMBEDDING SCHEME FOR HEALTHCARE APPLICATIONS Save
- Acoustic and Visual Sensor Fusion-Based Rover System for Safe Navigation in Deformed Terrain Save