Area of research
Electrical and Electronic Engineering · Atomic and Molecular Physics, and Optics
Research interest
Research interests include Photonic and Optical Devices, Advanced Fiber Optic Sensors, Advanced Fiber Laser Technologies, and Optical Network Technologies.
Efficient phase identification in coherent beam combination using interpretable deep learning
Coherent modal engineering: a perspective on fiber splice optimization
Coherent beam combination via deep learning using differential mapping
Deep learning-based reconstruction of irregular laser ablation crater geometry from single plasma projection
High-efficiency multi-spot beam generation with an all-fiber SMF-SCF structure
Selective laser cleaning of microbeads using deep learning.
Modifying the severity and appearance of psoriasis using deep learning to simulate anticipated improvements during treatment.
Classifying paint colour using acoustic data from laser ablation
Exploring five types of beam shaping using tiled-aperture coherent beam combining
Laser induced forward transfer imaging using deep learning.
Pollen image manipulation and projection using latent space.
Diatom Lensless Imaging Using Laser Scattering and Deep Learning.
Deep learning for simultaneous phase and amplitude identification in coherent beam combination.
Waveguide-enhanced Raman spectroscopy
Effect of Scattering Loss on Optimization of Waveguide Enhanced Raman Spectroscopy
Imaging pollen using a Raspberry Pi and LED with deep learning.
Single-step phase identification and phase locking for coherent beam combination using deep learning.
Multiframe-based non-local means denoising for Raman spectra
Spatial analysis of femtosecond laser generated plasma using principal component analysis.
Live imaging of laser machining via plasma deep learning
Visualizing laser ablation using plasma imaging and deep learning
Acoustic and plasma sensing of laser ablation via deep learning
Transverse mode instability in fiber laser oscillators
Predictive visualization of fiber laser cutting topography via deep learning with image inpainting
Phase identification despite amplitude variation in a coherent beam combination using deep learning
Predictive visualisation of high repetition rate femtosecond machining of silica using deep learning
Grating-incoupled waveguide-enhanced Raman sensor.
Single step phase optimisation for coherent beam combination using deep learning.
Morphology exploration of pollen using deep learning latent space
Whispering Gallery Mode Resonances in Thermally Poled Borosilicate Glass Hetero-Fibers