Deepan Balakrishnan
National University of Singapore, SINGAPORE, Singapore
- This delegate is presenting an abstract at this event.

I am a senior research fellow in the National University of Singapore. My research focuses on extracting 3D insights from 2D projections (bright-field images) by incorporating material and physics-based priors. I also explore correlative imaging to integrate traditional imaging modalities through computational optics.
My research involves developing computational imaging methods using mathematical models, statistical methods, and imaging physics to extract deeper insights from samples compared to qualitative manual inference. Hence, it sits at the intersection of machine learning, signal and data processing, and optics, with applications in biology, medicine, and materials science.
Presentations this author is a contributor to:
Ghostbuster: Beyond Ewald Sphere Curvature Correction for Cryo-EM Single Particle Reconstruction Via Phase Retrieval (114617)
2:45 PM
Joel Yeo
BLS03 - Breakthroughs in CryoEM
Using X-ray Spectro-ptychography to Unveil the Structural Origins of Colour on Butterfly Scales (114682)
12:25 PM
Justin Ong
PS06 - Advances in X-ray spectromicroscopy (Morning)
Correlative Imaging Provides Novel Insights into Butterfly Wing Scales' Coloration, Structure, and Density (114707)
11:45 AM
Deepan Balakrishnan
BLS04 - Multimodal & Correlative Imaging
High-Throughput and Dynamic 3D TEM Imaging with Iterative Pop-out Metrology (114634)
4:30 PM
Deepan Balakrishnan
PS01 - Exploring the Depths: Advances in 3D Microscopy
Reaching the Limits of Phase Contrast in Transmission Electron Microscopy: Bridging the Theory-Experiment Gap With Physics Informed Neural Networks (114750)
3:15 PM
Duane Loh
PS09 - Phase Retrieval: Recent progress in ptychography, holography, DPC and other methods (Afternoon)
Data-Driven Analysis of STEM-EELS Spectra for High-Resolution Compositional Mapping (114749)
12:15 PM
zhen yuan yeo
ID06 - Energy Filtering/Electron Energy Loss Spectroscopy