Murali Gopalakrishnan Meena Computational Scientist Contact 865.341.1751 | gopalakrishm@ornl.gov All Publications Spatially Local Surrogate Modeling of Subgrid-Scale Effects in Idealized Atmospheric Flows: A Deep Learned Approach Using High-Resolution Simulation Data A glimpse into the fungal metabolomic abyss: Novel network analysis reveals relationships between exogenous compounds and their outputs Machine-learned closure of URANS for stably stratified turbulence: connecting physical timescales & data hyperparameters of d... Solving the Hele–Shaw flow using the Harrow–Hassidim–Lloyd algorithm on superconducting devices: A study of efficiency and challenges Integrating quantum computing resources into scientific HPC ecosystems... Learning the boundary-to-domain mapping using Lifting Product Fourier Neural Operators for partial differential equations Predicting Timescales in Dynamical Systems With Explainable Machine Learning Models Efficient Distributed Sequence Parallelism for Transformer-Based Image Segmentation... Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates... Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications Lipo-Chitooligosaccharides Induce Specialized Fungal Metabolite Profiles That Modulate Bacterial Growth Subgrid-scale surrogate modeling of idealized atmospheric flows: A deep learned approach using high-resolution simulation data Bioprospecting Trichoderma: A Systematic Roadmap to Screen Genomes and Natural Products for Biocontrol Applications Key Links Curriculum Vitae Google Scholar ORCID GitHub Website Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Science Engagement Section Advanced Computing for Life Sciences and Engineering Group User Facilities Oak Ridge Leadership Computing Facility
