Changwoo Do Scattering Scientist Contact DOC1@ORNL.GOV All Publications Machine learning-assisted profiling of a kinked ladder polymer structure using scattering Elongated particles in flow: Commentary on small angle scattering investigations... Scattering-Based Structural Reconstruction by Dimensional Elevation... Unlocking hidden information in sparse small-angle neutron scattering measurements Insights into distorted Lamellar Phases with Small Angle Scattering and Machine Learning Deciphering the Scattering of Mechanically Driven Polymers using Deep Learning Scattering insights into shear-induced scission of rod-like micelles Scattering-Based Structural Inversion of Soft Materials via Kolmogorov-Arnold Networks A discretized representation for Monte Carlo simulation of deformed semiflexible chains 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 Structural Properties of [N1888][TFSI] Ionic Liquid: A Small Angle Neutron Scattering and Polarizable Molecular Dynamics Stud... Inferring Structure Factors of Charge Stabilized Colloids from Scattering Using Machine Learning Dynamic Implications of Noncovalent Interactions in Amphiphilic Single-Chain Polymer Nanoparticles... 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... The influence of elongation-induced concentration fluctuations on segmental friction in polymer blends Viscoelastic relaxation and topological fluctuations in glass-forming liquids Viscoelastic relaxation and topological fluctuations in glass-forming liquids... Multiscale embedded printing of engineered human tissue and organ equivalents... Comprehensive Dynamics in a Polyelectrolyte Complex Coacervate Probing the interface structure of block copolymer compatibilizers in semicrystalline polymer blends Unveiling mesoscopic structures in distorted lamellar phases through deep learning-based small angle neutron scattering analysis Unbiased particle conformation extraction from scattering spectra using orthonormal basis expansions... Solution Structure and Scaling Laws of Cylindrical and Tapered Bottlebrush Polymers Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » Key Links Curriculum Vitae ORCID Organizations Neutron Sciences Directorate Neutron Scattering Division Large Scale Structures Section SANS and Spin Echo Group
Research Highlight Deep Learning Infers Structures of General Lyotropic Phases from Small Angle Neutron Scattering
