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
