Science at ALCF

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Constructing and Navigating Polymorphic Landscapes of Molecular Crystals
Alexandre Tkatchenko, University of Luxembourg
ALCF Data Science Program 2018
Materials Science
Data­-Driven Molecular Engineering of Solar­ Powered Windows
Jacqueline Cole, University of Cambridge
ALCF Data Science Program 2018
Materials Science
Deep Learning at Scale for Multimessenger Astrophysics Through the NCSA-Argonne Collaboration
Eliu Huerta, University of Illinois at Urbana-Champaign
ALCF Data Science Program 2018
Physics
Developing High-Fidelity Dynamic and Ultrafast X-ray Imaging Tools for APS-Upgrade
Jin Wang, Argonne National Laboratory
ALCF Data Science Program 2018
Computer Science
Enabling Multiscale Physics for Industrial Design Using Deep Learning Networks
Rathakrishnan Bhaskaran, GE Global Research
ALCF Data Science Program 2018
Engineering
Machine Learning Magnetic Properties of van der Waals Heterostructures
Efthimios Kaxiras, Harvard University
ALCF Data Science Program 2018
Materials Science
Realistic Simulations of the LSST Survey at Scale
Katrin Heitmann, Argonne National Laboratory
ALCF Data Science Program 2018
Physics
X-ray Microscopy of Extended 3D Objects: Scaling Towards the Future
Chris Jacobsen, Argonne National Laboratory and Northwestern University
ALCF Data Science Program 2018
Physics
Advancing the Scalability of LHC Workflows to Enable Discoveries at the Energy Frontier
Taylor Childers, Argonne National Laboratory
ALCF Data Science Program 2017
45 Million Hours at the ALCF
Physics
Constructing and Navigating Polymorphic Landscapes of Molecular Crystals
Alexandre Tkatchenko, University of Luxembourg
ALCF Data Science Program 2017
60 Million Hours at the ALCF
Materials Science
Data­-Driven Molecular Engineering of Solar­ Powered Windows
Jacqueline Cole, University of Cambridge
ALCF Data Science Program 2017
117 Million Hours at the ALCF
Materials Science
Enabling Multiscale Physics for Industrial Design Using Deep Learning Networks
Rathakrishnan Bhaskaran, GE Global Research
ALCF Data Science Program 2017
8 Million Hours at the ALCF
Engineering
Large-Scale Computing and Visualization on the Connectomes of the Brain
Doga Gursoy, Argonne National Laboratory
ALCF Data Science Program 2017
25 Million Hours at the ALCF
Biological Sciences
Leveraging Non-Volatile Memory, Big Data and Distributed Workflow Technology to Leap Forward Brain Modeling
Fabien Delalondre, Ecole Federale Polytechnique de Lausanne
ALCF Data Science Program 2017
10 Million Hours at the ALCF
Biological Sciences
Massive Hyperparameter Searches on Deep Neural Networks Using Leadership Systems
Pierre Baldi, University of California, Irvine
ALCF Data Science Program 2017
10 Million Hours at the ALCF
Realistic Simulations of the LSST Survey at Scale
Katrin Heitmann, Argonne National Laboratory
ALCF Data Science Program 2017
70 Million Hours at the ALCF
Physics
Advancing the Scalability of LHC Workflows to Enable Discoveries at the Energy Frontier
Taylor Childers, Argonne National Laboratory
ALCF Data Science Program 2016
Data­-Driven Molecular Engineering of Solar­-Powered Windows
Jacqueline Cole, University of Cambridge
ALCF Data Science Program 2016
Large-Scale Computing and Visualization on the Connectomes of the Brain
Doga Gursoy, Argonne National Laboratory
ALCF Data Science Program 2016
Leveraging Non-Volatile Memory, Big Data, and Distributed Workflow Technology to Leap Forward Brain Modeling
Fabien Delalondre, Ecole Federale Polytechnique de Lausanne
ALCF Data Science Program 2016