Science at ALCF

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Accelerated Deep Learning Discovery in Fusion Energy Science
William Tang, Princeton Plasma Physics Laboratory
Aurora ESP
Physics
Dark Sky Mining
Salman Habib, Argonne National Laboratory
Aurora ESP
Physics
Data Analytics and Machine Learning for Exascale Computational Fluid Dynamics
Ken Jansen, University of Colorado Boulder
Aurora ESP
Engineering
Enabling Connectomics at Exascale to Facilitate Discoveries in Neuroscience
Nicola Ferrier, Argonne National Laboratory
Aurora ESP
Biological Sciences
Exascale Computational Catalysis
David Bross, Argonne National Laboratory
Aurora ESP
Chemistry
Extreme-Scale In-Situ Visualization and Analysis of Fluid-Structure-Interaction Simulations
Amanda Randles, Duke University and Oak Ridge National Laboratory
Aurora ESP
Biological Sciences
Machine Learning for Lattice Quantum Chromodynamics
William Detmold, Massachusetts Institute of Technology
Aurora ESP
Physics
Many-Body Perturbation Theory Meets Machine Learning to Discover Singlet Fission Materials
Noa Marom, Carnegie Mellon University
Aurora ESP
Materials Science
Simulating and Learning in the ATLAS Detector at the Exascale
James Proudfoot, Argonne National Laboratory
Aurora ESP
Physics
Virtual Drug Response Prediction
Rick Stevens, Argonne National Laboratory
Aurora ESP
Biological Sciences
Benchmark simulations of shock-variable density turbulence and shock-boundary layer interactions with applications to engineering modeling
Sanjiva Lele, Stanford University
Aurora ESP
Engineering
Uintah Design and Evaluation of High-Efficiency Boilers for Energy Production Using a Hierarchical V/UQ Approach
Martin Berzins, The University of Utah
Aurora ESP
Chemistry
HfO2 semiconductor with oxygen vacancies Extending Moore's Law Computing with Quantum Monte Carlo
Anouar Benali, Argonne National Laboratory
Aurora ESP
Materials Science
Baryonic density and dark matter in a large cluster of galaxies Extreme-Scale Cosmological Hydrodynamics
Katrin Heitmann, Argonne National Laboratory
Aurora ESP
Physics
Extreme-scale unstructured adaptive CFD
Kenneth Jansen, University of Colorado at Boulder
Aurora ESP
Engineering
Membrane bound structures Free Energy Landscapes of Membrane Transport Proteins
Benoit Roux, University of Chicago
Aurora ESP
Biological Sciences
Electrostatic tokamak edge turbulence High-Fidelity Simulation of Fusion Reactor Boundary Plasmas
C.S. Chang, Princeton Plasma Physics Laboratory
Aurora ESP
Physics
Lattice quantum chromodynamics calculations for particle and nuclear physics
Paul Mackenzie, Fermilab
Aurora ESP
Physics
Photo-excitation dynamics Metascalable layered materials genome
Aiichiro Nakano, University of Southern California
Aurora ESP
Materials Science
Hybrid DFT calculations NWChemEx: Tackling Chemical, Materials & Biochemical Challenges in the Exascale Era
Thom Dunning, Pacific Northwest National Laboratory
Aurora ESP
Chemistry