ACCEL Projects

Current Active ACCEL PROJECTS

Chemistry

Accelerating COVID-19 drug discovery through leadership-scale graph neural net machine learning

Current PI: Thomas Miller , Entos, Inc.
Allocation Source:
Allocation Hours: 0

Biology

Rapid Drug Discovery for COVID19 – Application to Human Targets

Current PI: Rangaprasad Sarangarajan , BERG LLC
Allocation Source:
Allocation Hours: 0

Computer Science

Large-scale Neural Architecture Search for Visual Recognition

Current PI: Rogerio Feris , International Business Machines Corporation (IBM)
Allocation Source:
Allocation Hours: 0

Engineering

Simulation of Transport Phenomena in Molten Media Reactors

Current PI: Ramanan Sankaran , Oak Ridge National Laboratory (ORNL)
Allocation Source:
Allocation Hours: 0

Computer Science

Expertise-as-a-Service via Scalable Hybrid Learning: R&D supporting improvements to hybrid intelligence agent tooling

Current PI: Allan Grosvenor , MSBAI
Allocation Source:
Allocation Hours: 0

Computer Science

Using NVIDIA Tensor Cores to Drive the Summit Toward Exascale

Current PI: Azzam Haidar , University of Tennessee, NVIDIA Corporation
Allocation Source:
Allocation Hours: 0

Biology

Molecular Mechanisms of Resistance to Last Defence Antibiotics

Current PI: Kirk Jordan , International Business Machines Corporation (IBM)
Allocation Source:
Allocation Hours: 0

Engineering

Combustion Dynamics predictions in the “Cyber Space’, from “singing flames” to a “roaring fire”

Current PI: azardokht hajiloo , GE POWER Technology Lab
Allocation Source:
Allocation Hours: 0

Machine Learning

Evolutionary Multi-scenario Simulation Environment for Autonomous Vehicle Testing

Current PI: Robert Patton , Oak Ridge National Laboratory (ORNL)
Allocation Source:
Allocation Hours: 0

Engineering

Characterizing Coastal Low-Level Jets and their Impact on Offshore Wind Farms

Current PI: Jing Li , General Motors
Allocation Source:
Allocation Hours: 0

Engineering

Flow Physics and Machine Learning Based Modeling of SBLI and WBLI in Transonic Compressors

Current PI: Stephan Priebe , GE Global Research, General Electric
Allocation Source:
Allocation Hours: 0

Engineering

Investigating CFD models involving complex geometries for ML-driven searches at scale.

Current PI: Kirk Jordan , International Business Machines Corporation (IBM)
Allocation Source:
Allocation Hours: 0

Engineering

Large Eddy Simulations of SBLI using High-Order Solver Genesis

Current PI: Stephan Priebe , GE Global Research, General Electric
Allocation Source:
Allocation Hours: 0

Earth Science

IBM GRAF

Current PI: Todd Hutchinson , International Business Machines Corporation (IBM)
Allocation Source:
Allocation Hours: 0

Materials

Simulated Adhesive Response to Aging

Current PI: Ram Devanathan , Pacific Northwest National Laboratory
Allocation Source:
Allocation Hours: 0

Computer Science

ML Performance Evaluation of High Performance Computing System

Current PI: Bryan Goodman , Ford Motor Company
Allocation Source:
Allocation Hours: 0

Engineering

Detailed numerical modeling of combustion oscillation of low emission fuel injection system for industrial gas turbines

Current PI: Yonduck Sung , Solar Turbines
Allocation Source:
Allocation Hours: 0

Earth Science

WRFg

Current PI: Stan Posey , NVIDIA Corporation
Allocation Source:
Allocation Hours: 0

Engineering

Towards Understanding Instability Mechanisms of Axial Compressors

Current PI: Charles Hirsch , Numeca International
Allocation Source:
Allocation Hours: 0

Engineering

High fidelity study of impact of complex flows on high pressure turbines

Current PI: Michal Osusky , GE Global Research
Allocation Source:
Allocation Hours: 0

Engineering

Direct Numerical Simulations of High-Pressure Turbine Stages with Endwalls

Current PI: Richard Sandberg , University of Melbourne
Allocation Source:
Allocation Hours: 0

Engineering

UTCFD Code Tuning and Hackathon prep

Current PI: Pete Bradley , Pratt & Whitney
Allocation Source:
Allocation Hours: 0

Engineering

GENESIS GPU Scalability Studies on Summit

Current PI: Carlos Velez , GE Global Research
Allocation Source:
Allocation Hours: 0

Computer Science

Advances in Machine Learning to Improve Sensory Perception

Current PI: Robert Patton , Oak Ridge National Laboratory (ORNL)
Allocation Source: DOE ALCC PROGRAM
Allocation Hours: 200,000

Machine Learning

Decoding an 80-year-old Inverse Problem with Distributed Deep Learning

Current PI: Nouamane Laanait , Oak Ridge National Laboratory (ORNL)
Allocation Source: DOE ALCC PROGRAM
Allocation Hours: 200,000

Chemistry

INtegrated and Scalable Prediction of REsistanace (INSPIRE)

Current PI: Peter Coveney
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Fusion

Multiscale edge turbulence in fusion plasmas

Current PI: Jeff Candy , General Atomics
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Engineering

Porting and Testing of the NUMECA FINE/Open CFD Solver on OLCF Summit

Current PI: David Gutzwiller , Numeca USA, Inc., Numeca International
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Engineering

Porting and Optimization of Large Eddy Simulation Flow Solvers

Current PI: Sanjeeb Bose , Cascade Technologies Inc
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Earth Science

Climate Modeling Alliance (CliMA) – Ocean Modeling

Current PI: Chris Hill , Massachusetts Institute of Technology
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Engineering

Design of Next Generation Energy Conversion Systems using Extreme-scale Computing

Current PI: Venkatramanan Raman , University of Michigan
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Engineering

Wind Tunnel Geometry Effects on Drag Measurements

Current PI: Daniel Combest , ENGYS
Allocation Source: DOE INCITE PROGRAM
Allocation Hours: 5,000

Materials

HPC4mfg – High Performance Computing for Phase Predictions for Multi- Component Alloy Systems

Current PI: Andreas Kulovits , Arconic, Inc.
Allocation Source: ALCC
Allocation Hours: 5,000

Engineering

HPC4mfg – Surface Roughness Effects from Additive Manufacturing in High Efficiency Gas Turbine Combustion Systems

Current PI: Rathakrishnan Bhaskaran , GE Global Research
Allocation Source: ALCC
Allocation Hours: 2,350,000

Engineering

HPC4mfg – High Performance Computing to Enable Next-generation Low- temperature Waste Heat Recovery

Current PI: Prashant Jain , Oak Ridge National Laboratory (ORNL)
Allocation Source: ALCC
Allocation Hours: 15,000,000

Engineering

Genesis LES Studies

Current PI: Stephan Priebe , General Electric
Allocation Source: DD
Allocation Hours: 3,500,000

Chemistry

Scaling and performance of Aces4 when applied to very large environmental chemical pollutants

Current PI: Jason Byrd , ENSCO, Inc
Allocation Source: DD
Allocation Hours: 2,000,000

Physics

GPUelegant Performance

Current PI: Jacob King , Tech-X Corporation
Allocation Source: DD
Allocation Hours: 200,000

Engineering

Increasing the Scale of Implicit Finite Element Analyses Consortium/End-Station Proposal

Current PI: Todd Simons , Rolls-Royce Corporation
Allocation Source: ALCC
Allocation Hours: 10,000,000

Engineering

Numerical Prediction of Nose Landing Gear Noise

Current PI: John Schaefer , Boeing Company
Allocation Source: ALCC
Allocation Hours: 10,000,000

Engineering

Porting and Demonstration of the NUMECA Omnis Environment for Multidisciplinary Simulation and Optimization.

Current PI: David Gutzwiller , Numeca USA, Inc., Numeca International
Allocation Source: DD
Allocation Hours: 2,000,000

Computer Science

HPC4mfg – Reinforcement Learning-based Traffic Control to Optimize Energy Usage and Throughput

Current PI: Thomas Karnowski , Oak Ridge National Laboratory (ORNL)
Allocation Source: ALCC
Allocation Hours: 30,000,000

Engineering

HPC4mfg – Level-set Modeling Simulations of Chemical Vapor Infiltration for Ceramic Matrix Composites Manufacturing

Current PI: Ramanan Sankaran , Oak Ridge National Laboratory (ORNL)
Allocation Source: ALCC
Allocation Hours: 10,000,000

Materials

HPC4mfg – High-throughput calculations of light-weight alloys

Current PI: James Morris , Oak Ridge National Laboratory (ORNL)
Allocation Source: DD
Allocation Hours: 2,000,000

Engineering

NextGen Low Cost Propulsion: Dual-Expander Cycle LOX/Methane Rocket Engine Supporting Research

Current PI: Allan Grosvenor , MSBAI (dba for microsurgeonbot Inc.)
Allocation Source: DD
Allocation Hours: 2,500

Chemistry

Investigation of anomalous NMR cross relaxation signals of surfactant aggregates via molecular dynamics simulations

Current PI: Allison Talley , Proctor & Gamble Company
Allocation Source: DD
Allocation Hours: 2,500

Engineering

hpc4MFG

Current PI: Srikanth Allu , Oak Ridge National Laboratory (ORNL)
Allocation Source: DD
Allocation Hours: 3,000,000

Nuclear Energy

Ex-core Dosimetry Calculations for a Pressurized Water Reactor and Comparison to Operational Data

Current PI: Rachel Slaybaugh , University of California - Berkeley
Allocation Source: DD
Allocation Hours: 4,000,000

Engineering

Investigating matching Unsteady CFD to Real World testing of Class 8 trucks

Current PI: Nathan See , SmartTruck
Allocation Source: DD
Allocation Hours: 4,000,000

Engineering

High-Fidelity Simulations of Gas Turbine Stages for Model Development using Machine Learning

Current PI: Gregory Laskowski , GE Global Research
Allocation Source: DD
Allocation Hours: 4,000,000

Computer Science

Intelligent Middleware, Making CFD Accessible Through Leadership-Scale Deep Learning Research

Current PI: Allan Grosvenor , MSBAI (dba for microsurgeonbot Inc.)
Allocation Source: DD
Allocation Hours: 500,000

Biology

Large-scale Validation of Drug Discovery Pipeline Protocols

Current PI: Vipin Sachdeva , Silicon Therapeutics
Allocation Source: DD
Allocation Hours: 1,500,000

Engineering

Uncertainty Quantification and Sensitivity Analysis of Turbulence Model Coefficients for the Common Research Model

Current PI: John Schaefer , Boeing Company
Allocation Source: DD
Allocation Hours: 1,500,000

Engineering

Prediction of Engine Knock in a Gasoline Direct Injection Engine

Current PI: Ronald Grover , General Motors
Allocation Source: OLCF DIRECTOR'S DISCRETIONARY PROGRAM
Allocation Hours: 5,000

Computer Science

Porting Parallware Tool to Large HPC Installations Including Titan

Current PI: Manuel Arenaz , Appentra Solutions S. L.
Allocation Source: DD
Allocation Hours: 50,000

Engineering

Multi-Disciplinary Optimization of Automobile Aerodynamic Performance, Thermal Performance, and Aero-Acoustics

Current PI: Shailendra Kaushik , General Motors
Allocation Source: DD
Allocation Hours: 4,000,000