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 A convergence metric for counting statistics in time-resolved small angle neutron scattering Emergent Nanostructure and Ion Transport in Polyzwitterion/Polyanion Blends Desmearing small-angle scattering data by central moment expansions of instrument resolution Two-Dimensional Binary Superlattice of BNNT-Surfactant Vesicle Complex Induced by Electrostatic Interaction Machine-learning-informed scattering correlation analysis of sheared colloids Machine learning inversion from small-angle scattering for charged polymers 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 High-Speed Embedded Ink Writing of Anatomic-Size Organ Constructs Advanced Design and 3D Printing Strategies With Alginate-Nanoclay Nanocomposites: From Microstructure to Bioprinting 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... 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
