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Wesley Brewer

Senior Research Scientist, HPC and AI

Oak Ridge National Laboratory

United States

Research Interests

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Articles (12)

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2024

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2024

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2023

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2023

Collaborators (5)

Christine M Simpson

University of Chicago

UNITED STATES

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Frederic Suter

Senior Research Scientist

Oak Ridge National Laboratory

UNITED STATES

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Thomas Beck

Section Head Science Engagement

Oak Ridge National Laboratory

UNITED STATES

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Miles Couchman

Assistant Professor

York University

CANADA

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Shanti Bhushan

Mississippi State University

UNITED STATES

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Wesley Brewer

Research Interests

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Articles (12)

AI-coupled HPC Workflow Applications, Middleware and Performance

SetGo: Metadata Readiness for Scientific AI Datasets

Foundations for FMU Surrogate Model Design in ExaDigiT: Preliminary Analysis of Three IBM POWER9 Cooling Systems

In-Transit Data Transport Strategies for Coupled AI-Simulation Workflow Patterns

Intelligent Sampling of Extreme-Scale Turbulence Datasets for Accurate and Efficient Spatiotemporal Model Training

Data Readiness for Scientific AI at Scale

From Exploration to Explanation: ML-Driven Causal Discovery for Datacenter Reliability at Scale

HPC Digital Twins for Evaluating Scheduling Policies, Incentive Structures and their Impact on Power and Cooling

Machine-learned closure of URANS for stably stratified turbulence: connecting physical timescales & data hyperparameters of deep time-series models

Digital Twins for Data Centers

Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates

Assessment of neural network augmented Reynolds averaged Navier Stokes turbulence model in extrapolation modes

Collaborators (5)

Christine M Simpson

Frederic Suter

Thomas Beck

Miles Couchman

Shanti Bhushan

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