Isaac Lyngaas Computational Scientist Contact 865.341.0464 | LYNGAASIR@ORNL.GOV All Publications Adaptive Patching for High-resolution Image Segmentation with Transformers Real-time High-resolution X-Ray Computed Tomography Comparative Study of Large Language Model Architectures on Frontier... Optimizing Distributed Training on Frontier for Large Language Models Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports Efficient Distributed Sequence Parallelism for Transformer-Based Image Segmentation... Physics guided machine learning for multi-material decomposition of tissues from dual-energy CT scans of simulated breast models with calcifications Portable C++ Code that can Look and Feel Like Fortran Code with Yet Another Kernel Launcher (YAKL) Language Models for the Prediction of SARS-CoV-2 Inhibitors Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer Key Links Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Science Engagement Section Advanced Computing for Life Sciences and Engineering Group
