Sudip Seal Group Leader, Systems and Decision Sciences Group Contact 865.574.8152 | SEALSK@ORNL.GOV All Publications An Active Learning-Based Streaming Pipeline for Reduced Data Training of Structure Finding Models in Neutron Diffractometry... Efficient Scalable Contact Network Generation from Population Data SIMULATION CLONING FOR DIGITAL TWINS: A SCALABLE APPROACH A Deep Learning Pipeline for Optimizing Large-scale Phase Field Simulations... A Parallel Machine Learning Workflow for Neutron Scattering Data Analysis... Co-design Center for Exascale Machine Learning Technologies (ExaLearn) Structure Prediction from Neutron Scattering Profiles: A Data Sciences Approach Edge ICRF simulations in 3D geometry: From MHD equilibrium to coupling determination Optimizing the Accelerated Recursive Doubling Algorithm for Block Tridiagonal Systems of Equations Toward Large-Scale Image Segmentation on Summit Learning to Predict Material Structure from Neutron Scattering Data Helical core formation and evolution during current ramp-up in the high-field tokamak Alcator C-Mod Scalable Proximity-Based Methods for Large-Scale Analysis of Atom Probe Data Onset conditions of helical cores in tokamaks for extrapolation to ITER 3D Equilibrium Reconstruction with Islands Efficient, Parallel At-scale Correlation Analysis for Atom Probe Tomography on Hybrid Architectures 3D equilibrium reconstruction with islands Use of reconstructed 3D equilibria to determine onset conditions of helical cores in tokamaks for extrapolation to ITER Modeling of 3D magnetic equilibrium effects on edge turbulence stability during RMP ELM suppression in tokamaks Spherical Region Queries on Multicore Architectures... Parallel Reconstruction of Three Dimensional Magnetohydrodynamic Equilibria in Plasma Confinement Devices Helical Core Reconstruction of a DIII-D Hybrid Scenario Tokamak Discharge Space dependent, full orbit effects on runaway electron dynamics in tokamak plasmas A NOVEL SCALABLE MODEL FOR SIMULATING EXPLOSIVE BLAST PROPAGATION Use of reconstructed 3-D VMEC equilibria to match effects of toroidally rotating discharges in DIII-D Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links ORCID
