Yadu Babuji | DeepAI

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Featured Co-authors

Yi Ren
101 publications
Ian Foster
68 publications
Shantenu Jha
51 publications
Kyle Chard
46 publications
Daniel S Katz
44 publications
Matteo Turilli
30 publications
Ryan Chard
23 publications
Xuefeng Liu
22 publications
Rafael Ferreira da Silva
21 publications
Ulf Leser
19 publications
Ben Blaiszik
19 publications

∙ 07/20/2023

The Changing Role of RSEs over the Lifetime of Parsl

This position paper describes the Parsl open source research software pr...

0 Daniel S Katz, et al. ∙

∙ 04/27/2023

Developing Distributed High-performance Computing Capabilities of an Open Science Platform for Robust Epidemic Analysis

COVID-19 had an unprecedented impact on scientific collaboration. The pa...

0 Nicholson Collier, et al. ∙

∙ 03/15/2023

Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources

Applications that fuse machine learning and simulation can benefit from ...

0 Logan Ward, et al. ∙

∙ 09/23/2022

funcX: Federated Function as a Service for Science

funcX is a distributed function as a service (FaaS) platform that enable...

0 Zhuozhao Li, et al. ∙

∙ 05/03/2022

Extended Abstract: Productive Parallel Programming with Parsl

Parsl is a parallel programming library for Python that aims to make it ...

0 Kyle Chard, et al. ∙

∙ 10/06/2021

Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

Scientific applications that involve simulation ensembles can be acceler...

17 Logan Ward, et al. ∙

∙ 09/24/2021

Extreme Scale Survey Simulation with Python Workflows

The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) wil...

0 A. S. Villarreal, et al. ∙

∙ 08/30/2021

ExaWorks: Workflows for Exascale

Exascale computers will offer transformative capabilities to combine dat...

0 Aymen Al Saadi, et al. ∙

∙ 06/13/2021

Protein-Ligand Docking Surrogate Models: A SARS-CoV-2 Benchmark for Deep Learning Accelerated Virtual Screening

We propose a benchmark to study surrogate model accuracy for protein-lig...

0 Austin Clyde, et al. ∙

∙ 06/09/2021

Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development

Scientific workflows are a cornerstone of modern scientific computing, a...

0 Rafael Ferreira da Silva, et al. ∙

∙ 03/16/2021

Workflows Community Summit: Bringing the Scientific Workflows Community Together

Scientific workflows have been used almost universally across scientific...

0 Rafael Ferreira da Silva, et al. ∙

∙ 10/13/2020

IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads

The drug discovery process currently employed in the pharmaceutical indu...

0 Aymen Al Saadi, et al. ∙

∙ 05/28/2020

Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release

Researchers across the globe are seeking to rapidly repurpose existing d...

57 Yadu Babuji, et al. ∙

∙ 05/07/2020

funcX: A Federated Function Serving Fabric for Science

Exploding data volumes and velocities, new computational methods and pla...

0 Ryan Chard, et al. ∙

∙ 08/14/2019

Serverless Supercomputing: High Performance Function as a Service for Science

Growing data volumes and velocities are driving exciting new methods acr...

0 Ryan Chard, et al. ∙

∙ 05/06/2019

Parsl: Pervasive Parallel Programming in Python

High-level programming languages such as Python are increasingly used to...

0 Yadu Babuji, et al. ∙

∙ 11/27/2018

DLHub: Model and Data Serving for Science

While the Machine Learning (ML) landscape is evolving rapidly, there has...

0 Ryan Chard, et al. ∙

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