Junqi Yin Computational Scientist Contact yinj@ornl.gov | 865.241.8099 All Publications DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling for Thermodynamics Evaluation of High Entropy Alloys A scalable transformer model for real-time decision making in neutron scattering experiments Toward the design of ultrahigh-entropy alloys via mining six million texts Strategies for Integrating Deep Learning Surrogate Models with HPC Simulation Applications... Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks... Comparative evaluation of deep learning workloads for leadership-class systems... Neural network-based order parameter for phase transitions and its applications in high-entropy alloys... FORGE: Pre-Training Open Foundation Models for Science Evaluating the Cloud for Capability Class Leadership Workloads... Evaluation of pre-training large language models on leadership-class supercomputers Toward an Autonomous Workflow for Single Crystal Neutron Diffraction... Machine Learning for First Principles Calculations of Material Properties for Ferromagnetic Materials Language Models for the Prediction of SARS-CoV-2 Inhibitors... Stable parallel training of Wasserstein conditional generative adversarial neural networks... Learning to Scale the Summit: AI for Science on a Leadership Supercomputer 2021 Operational Assessment - OLCF... Anderson Acceleration for Distributed Training of Deep Learning Models... Distributed Training and Optimization of Neural Networks... Stable Parallel Training of Wasserstein Conditional Generative Adversarial Neural Networks : *Full/Regular Research Paper sub... Magnetic properties of CrFeCoNi based high entropy alloys... Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary Inter-Subunit Dynamics Controls Tunnel Formation During the Oxygenation Process in Hemocyanin Hexamers... The Role of Hydrophobic Nodes in the Dynamics of Class A β-Lactamases... Geometrical-Based Generative Adversarial Network to Enhance Digital Rock Image Quality... Dynamic Profiling of β-Coronavirus 3CL Mpro Protease Ligand-Binding Sites... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links ORCID Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Advanced Technologies Section Analytics & AI Methods at Scale Group
