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Ian Foster — most-cited papers & profile · Large Language Models
← authors
·
overview
Ian Foster
20
papers ·
31
citations ·
126
h-index
Argonne National Laboratory · University of Chicago
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Semantic Scholar ↗
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Most-cited papers
Machine Learning Prediction of Accurate Atomization Energies of Organic Molecules from Low-Fidelity Quantum Chemical Calculations
2019 · 4 citations
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
2024 · 4 citations
Steering an Active Learning Workflow Towards Novel Materials Discovery via Queue Prioritization
2025 · 1 citations
Trustworthy Provenance for Big Data Science: a Modular Architecture Leveraging Blockchain in Federated Settings
2025 · 1 citations
funcX: Federated Function as a Service for Science
2022 · 1 citations
Hierarchical and Decentralised Federated Learning
2023 · 1 citations
AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots
2026
Scalable Cross-Facility Federated Learning for Scientific Foundation Models on Multiple Supercomputers
2026
FIRST: Federated Inference Resource Scheduling Toolkit for Scientific AI Model Access
2025
Empowering Scientific Workflows with Federated Agents
2025
Topology-Aware Knowledge Propagation in Decentralized Learning
2025
ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
2025
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery
2019
funcX: A Federated Function Serving Fabric for Science
2020
UniFaaS: Programming across Distributed Cyberinfrastructure with Federated Function Serving
2024
Top co-authors
Aakash Naik
· 1
Abdelrahman Ibrahim
· 1
Abhijeet Sadashiv Gangan
· 1
Adib Bazgir
· 1
Ahmed Ilyas
· 1
Alessandro Canalicchio
· 1
Alexander Al-Feghali
· 1
Alexander Moßhammer
· 1
Aleyna Beste Ozhan
· 1
Alishba Imran
· 1
Alvin Noe Ladines
· 1
Amirhossein D. Naghdi
· 1
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