Deep Learning Baseline and Benchmark for Spatiotemporal Precipitation Predictions

June 2021-August 2021

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Keywords: Deep Learning, High Performance Computing, Weather Nowcasting

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Deep Learning to Enhance Compton Camera Image Reconstruction Data for Proton Radiotherapy

December 2019-August 2021

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Keywords: Deep Learning, High Performance Computing, Proton Radiotherapy, Compton Camera

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Memory-Bound Elastic Net Over Dense Matrices with Applications in Quantitative Trading

June 2020-August 2020

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Key Words: Elastic Net, Coordinate Descent, Stochastic Gradient Descent, Ensembling methods, Memory-Bound Optimization

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Stochastic Precipitation Generation for the Potomac River Basin using Hidden Markov Models

January 2020-June 2020

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Key Words: Spatiotemporal modeling, Hidden Markov models, Precipitation generation, Stochastic simulations

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Study of Exploiting Coarse-Grained Parallelism in Numerical Linear Algebra Routines

May 2019-August 2019

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Key Words: Numerical Linear Algebra, LU Decomposition, Matrix Multiplication, Data Streaming

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Linkages of Calcium Induced Calcium Release Simulated by Seven Partial Differential Equations

December 2018-May 2019

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Key Words: Cardiac Arrhythmia, Reaction Diffusion Equations, Finite Volume Method, Parallel Computing

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