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Watch CSA Postdoc Symposium Presentations

June 4, 2020

Twenty-two postdoctoral fellows from across Berkeley Lab's Computing Sciences Area shared the status of their current projects at the first CSA Postdoc Symposium earlier this year. Video recordings of the presentations are available individually (below) and collected in a playlist on Berkeley Lab's YouTube channel. 

Muaaz Awan

GPU-BSW: A GPU Based Sequence Alignment Algorithm for Accelerating Bioinformatics Applications

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Venkitesh Ayyar

Building Compact Convolutional Neural Networks for Signal-Background Classification in Particle Physics Experiments

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Zhe Bai

Computed Tomography (CT) Image Registration and Segmentation for Traumatic Brain Injury (TBI) Analysis

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Hugo Brunei

Mixed Precision Tuning on HPC Applications

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Nan Ding

An Instruction Roofline Model for GPUs

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Doreen Fan

Modeling Type Ia Supernovae: The Key to Understanding the Cosmic Universe

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Vincenzo Gulizzi

High-order Numerical Schemes for the Exascale

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Revathi Jambunathan

Towards Exascale Modeling of Pulsar Magnetospheres Using WarpX

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Katie Klymko

A Low Mach Number Fluctuating Hydrodynamics Model for Room Temperature Ionic Liquids

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Jie Luo

An Alternative Architecture for Computing with Exponential Acceleration

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Mike MacNeil

Distributed Digital Volume Correlation by Optimal Transport

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Bashir Mohammed

DeepRoute: A Deep Reinforcement Learning approach for Dynamic Network Routing Optimization and SDN on Chameleon Testbed

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Daniel Murnane

Graph Neural Networks for Particle Tracking

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Jangho Park

Input Structure Selection for Time-Series Prediction with Machine Learning

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Adam Peterson

Numerical Construction of Vortices in a Strongly Coupled Superconductor

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Roberto Porcu

A Hybrid PIC-DEM Approach for Multi-Phase Computational Fluid Dynamics

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Michael Rowan

Use of CUDA Profiling Tools Interface (CUPTI) for Profiling Asynchronous GPU Activity

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Reetik Sahu

Predicting Daily Groundwater Levels with Deep Learning Models

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Yu-Hang Tang

GraphDot: A GPU-Accelerated Python Package for High-Throughput Graph Kernel Computation

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Wenjing Wang

Bilevel Optimization and Data Analysis for Efficient Tuning of High Energy Physics Event Generators

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Don Willcox

Towards Exascale Supernovae Simulations

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David Williams-Young

Parallel Shift-Invert Spectrum Slicing for Symmetric Self-Consistent Eigenvalue Computation

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