Photograph, 2020

John P Gounley

Computational Scientist

Contact

865.341.0360 | GOUNLEYJP@ORNL.GOV

All Publications

Large-scale deep learning for metastasis detection in pathology reports
Evaluating algorithmic bias on biomarker classification of breast cancer pathology reports
Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems
CAFE AU LAIT: Compute-Aware Federated Augmented Low-Rank AI Training
A Perspective on Data and Privacy for AI in Healthcare [Industrial and Governmental Activities]...
RISKS ASSOCIATED WITH SHARING THE MOSSAIC APIS...
Adiabatic Quantum Support Vector Machines
MATEY: multiscale adaptive foundation models for spatiotemporal physical systems
Enhancing molecular design efficiency: Uniting language models and generative networks with genetic algorithms
Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports
Transferring a Molecular Foundation Model for Polymer Property Predictions
Moment Representation of Regularized Lattice Boltzmann Methods on NVIDIA and AMD GPUs
Performance Evaluation of Heterogeneous GPU Programming Frameworks for Hemodynamic Simulations
Enhancing Adaptive Physics Refinement Simulations Through the Addition of Realistic Red Blood Cell Counts
TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences...
FrESCO: Framework for Exploring Scalable Computational Oncology
Characterizing Quantum Classifier Utility in Natural Language Processing Workflows
Adaptive language model training for molecular design...
Evaluation of pre-training large language models on leadership-class supercomputers
Effect of constitutive law on the erythrocyte membrane response to large strains
Computational Workflow for Accelerated Molecular Design Using Quantum Chemical Simulations and Deep Learning Models
Evaluation of intracoronary hemodynamics identifies perturbations in vorticity
Language Models for the Prediction of SARS-CoV-2 Inhibitors
High Performance Adaptive Physics Refinement to Enable Large-Scale Tracking of Cancer Cell Trajectory
IMPLEMENTATION OF THE ENERGY EQUATION SOLVER TO THE LATTICE BOLTZMANN METHOD-BASED CODE PRATHAM

Key Links

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