Ben Blaiszik

Orcid: 0000-0002-5326-4902

According to our database1, Ben Blaiszik authored at least 40 papers between 2014 and 2024.

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Bibliography

2024
Foundry-ML - Software and Services to Simplify Access to Machine Learning Datasets in Materials Science.
J. Open Source Softw., January, 2024





Twins in rotational spectroscopy: Does a rotational spectrum uniquely identify a molecule?
CoRR, 2024

2023
Accelerating Electronic Stopping Power Predictions by 10 Million Times with a Combination of Time-Dependent Density Functional Theory and Machine Learning.
CoRR, 2023

Towards a Modular Architecture for Science Factories.
CoRR, 2023

14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon.
CoRR, 2023

Deep Learning for Automated Experimentation in Scanning Transmission Electron Microscopy.
CoRR, 2023

Active Research Data Management with the Django Globus Portal Framework.
Proceedings of the Practice and Experience in Advanced Research Computing, 2023

Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023

2022
$f$funcX: Federated Function as a Service for Science.
IEEE Trans. Parallel Distributed Syst., 2022

Linking scientific instruments and computation: Patterns, technologies, and experiences.
Patterns, 2022

High-Throughput Virtual Screening and Validation of a SARS-CoV-2 Main Protease Noncovalent Inhibitor.
J. Chem. Inf. Model., 2022

FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective.
CoRR, 2022

funcX: Federated Function as a Service for Science.
CoRR, 2022

FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy.
CoRR, 2022

3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization.
CoRR, 2022

Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences.
CoRR, 2022

2021
DLHub: Simplifying publication, discovery, and use of machine learning models in science.
J. Parallel Distributed Comput., 2021

Protein-Ligand Docking Surrogate Models: A SARS-CoV-2 Benchmark for Deep Learning Accelerated Virtual Screening.
CoRR, 2021

AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text.
CoRR, 2021


2020
Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection.
CoRR, 2020

HydroNet: Benchmark Tasks for Preserving Intermolecular Interactions and Structural Motifs in Predictive and Generative Models for Molecular Data.
CoRR, 2020

The Data Station: Combining Data, Compute, and Market Forces.
CoRR, 2020

Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release.
CoRR, 2020

Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis.
Proceedings of the 2nd IEEE/ACM Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2020

funcX: A Federated Function Serving Fabric for Science.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

2019
Serverless Supercomputing: High Performance Function as a Service for Science.
CoRR, 2019

Publishing and Serving Machine Learning Models with DLHub.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Petrel: A Programmatically Accessible Research Data Service.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019

Serverless Workflows for Indexing Large Scientific Data.
Proceedings of the 5th International Workshop on Serverless Computing, 2019

DLHub: Model and Data Serving for Science.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018
Globus Platform Services for Data Publication.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018

2017
Software Defined Cyberinfrastructure.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2015
Globus Data Publication as a Service: Lowering Barriers to Reproducible Science.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

Big Data Remote Access Interfaces for Light Source Science.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015

2014
Networking Materials Data: Accelerating Discovery at Experimental Facilities.
Proceedings of the Big Data and High Performance Computing, 2014


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