Changwoo Do

Changwoo Do

Scattering Scientist

Contact

DOC1@ORNL.GOV

All Publications

ESAC (EQ-SANS Assisting Chatbot): Application of large language models and retrieval-augmented generation for enhanced user experience at EQ-SANS

Emergent Nanostructure and Ion Transport in Polyzwitterion/Polyanion Blends

A convergence metric for counting statistics in time-resolved small angle neutron scattering

Desmearing small-angle scattering data by central moment expansions of instrument resolution

Machine learning inversion from small-angle scattering for charged polymers

Two-Dimensional Binary Superlattice of BNNT-Surfactant Vesicle Complex Induced by Electrostatic Interaction

Machine-learning-informed scattering correlation analysis of sheared colloids

Scattering-Based Structural Reconstruction by Dimensional Elevation...

Unlocking hidden information in sparse small-angle neutron scattering measurements

Machine learning-assisted profiling of a kinked ladder polymer structure using scattering

Elongated particles in flow: Commentary on small angle scattering investigations...

High-Speed Embedded Ink Writing of Anatomic-Size Organ Constructs

Insights into distorted Lamellar Phases with Small Angle Scattering and Machine Learning

Deciphering the Scattering of Mechanically Driven Polymers using Deep Learning

Advanced Design and 3D Printing Strategies With Alginate-Nanoclay Nanocomposites: From Microstructure to Bioprinting

Scattering-Based Structural Inversion of Soft Materials via Kolmogorov-Arnold Networks

Scattering insights into shear-induced scission of rod-like micelles

A discretized representation for Monte Carlo simulation of deformed semiflexible chains

Structural Properties of [N1888][TFSI] Ionic Liquid: A Small Angle Neutron Scattering and Polarizable Molecular Dynamics Stud...

Off-Lattice Markov Chain Monte Carlo Simulations of Mechanically Driven Polymers

Uncovering Backbone Conformation for Rigid DPP-Based Donor–Acceptor Conjugated Polymer Using Deuterium Labeling and Neutron Scattering

Inferring Structure Factors of Charge Stabilized Colloids from Scattering Using Machine Learning

Identifying Topological Defects in Lamellar Phases through Contour Analysis of Complex Wave Fields

Data-Driven Insights into the Structural Essence of Plasticity in High-Entropy Alloys...

Dynamic Implications of Noncovalent Interactions in Amphiphilic Single-Chain Polymer Nanoparticles...