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

Duane LOH is an Associate Professor in the Department of Physics and the Department of Biological Sciences, as well as a Principal Investigator at the NUS Centre for Bio-imaging Sciences. Duane’s research combines statistical physics, optics, and machine learning to create novel “computational lenses” for x-rays and electrons that help us see and navigate the fleeting and chaotic nanometer-size world. His research also uses machine learning to help co-create a “language model of disorder” in complex materials, interacting cells, and how vector-borne diseases spread in human populations.
Presentations this author is a contributor to:
Interrogating the structural heterogeneity of millions of nanoparticles using X-ray Lasers (114629)
12:30 PM
Duane Loh
MS02 - Nano-materials & Nano-structures (Morning)
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)
Can Computational Phase Retrieval Help 2D Classification in Cryo-EM? (114688)
4:40 PM
Yixiao Yang
Physical Sciences Poster Session
Correlative Imaging Provides Novel Insights into Butterfly Wing Scales' Coloration, Structure, and Density (114707)
11:45 AM
Deepan Balakrishnan
BLS04 - Multimodal & Correlative Imaging
Integrating Chemistry and Experimental Knowledge into Deep Learning Models for Classification of Structural Defects (114705)
11:45 AM
Jiadong Dan
ID01 - Image Analysis, Data Handling, Big Data & AI
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
Learning Persistent Spatiotemporal Motifs Complex Molecular Interactions on Supported Lipid Bilayers (114744)
12:45 PM
zhen yuan yeo
ID01 - Image Analysis, Data Handling, Big Data & AI
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