Modelling the impact of dam failure scenarios on flood inundation using SPH von Prakash, Mahesh, Rothauge, Kai, Cleary, Paul W.

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Alchemist: An Apache Spark ⇔ MPI interface von Gittens, Alex, Rothauge, Kai, Wang, Shusen, Mahoney, Michael W., Kottalam, Jey, Gerhardt, Lisa, Prabhat, Ringenburg, Michael, Maschhoff, Kristyn

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Residual Networks as Nonlinear Systems: Stability Analysis using Linearization von Rothauge, Kai, Yao, Zhewei, Hu, Zixi, Mahoney, Michael W

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Disaggregated Query Processing Utilizing Precise, Parallel, Asynchronous Shared Storage Repository Access von Krishnan, Manavalan, O'Krafka, Brian Walter, Rothauge, Kai, Busch, John Richard

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The Discrete Adjoint Method for Exponential Integration von Rothauge, Kai, Haber, Eldad, Ascher, Uri

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Disaggregated query processing on data lakes based on pipelined, massively parallel, distributed native query execution on compute clusters utilizing precise, parallel, asynchronou... von Krishnan, Manavalan, O'Krafka, Brian Walter, Rothauge, Kai, Busch, John Richard

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Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times von Rothauge, Kai, Ayyalasomayajula, Haripriya, Maschhoff, Kristyn J, Ringenburg, Michael, Mahoney, Michael W

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Numerical Computation of the Gradient and the Action of the Hessian for Time-Dependent PDE-Constrained Optimization Problems von Rothauge, Kai, Haber, Eldad, Ascher, Uri

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On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent von Golmant, Noah, Vemuri, Nikita, Yao, Zhewei, Feinberg, Vladimir, Gholami, Amir, Rothauge, Kai, Mahoney, Michael W, Gonzalez, Joseph

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Alchemist: An Apache Spark <=> MPI Interface von Gittens, Alex, Rothauge, Kai, Wang, Shusen, Mahoney, Michael W, Kottalam, Jey, Gerhardt, Lisa, Prabhat, Ringenburg, Michael, Maschhoff, Kristyn

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Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist von Gittens, Alex, Rothauge, Kai, Wang, Shusen, Mahoney, Michael W, Gerhardt, Lisa, Prabhat, Kottalam, Jey, Ringenburg, Michael, Maschhoff, Kristyn

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Residual Networks as Nonlinear Systems: Stability Analysis using Linearization von Rothauge, Kai, Yao, Zhewei, Hu, Zixi, Mahoney, Michael W

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The Discrete Adjoint Method for Exponential Integration von Rothauge, Kai, Haber, Eldad, Ascher, Uri

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Numerical Computation of the Gradient and the Action of the Hessian for Time-Dependent PDE-Constrained Optimization Problems von Rothauge, Kai, Haber, Eldad, Ascher, Uri

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Running Alchemist on Cray XC and CS Series Supercomputers: Dask and PySpark Interfaces, Deployment Options, and Data Transfer Times von Rothauge, Kai, Ayyalasomayajula, Haripriya, Maschhoff, Kristyn J, Ringenburg, Michael, Mahoney, Michael W

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On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent von Golmant, Noah, Vemuri, Nikita, Yao, Zhewei, Feinberg, Vladimir, Gholami, Amir, Rothauge, Kai, Mahoney, Michael W, Gonzalez, Joseph

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Alchemist: An Apache Spark <=> MPI Interface von Gittens, Alex, Rothauge, Kai, Wang, Shusen, Mahoney, Michael W, Kottalam, Jey, Gerhardt, Lisa, Prabhat, Ringenburg, Michael, Maschhoff, Kristyn

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