Argonne National Laboratory

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Sand33p

authored 5 papers 4 months ago

A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems

Paper • 2301.07799 • Published Jan 18, 2023

AstroMLab 1: Who Wins Astronomy Jeopardy!?

Paper • 2407.11194 • Published Jul 15, 2024

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 30

EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants

Paper • 2502.20309 • Published Feb 27, 2025

Scaling transformer neural networks for skillful and reliable medium-range weather forecasting

Paper • 2312.03876 • Published Dec 6, 2023

samforeman

authored a paper 4 months ago

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

Sand33p

authored a paper 4 months ago

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

robertu94

authored 2 papers about 1 year ago

LSHBloom: Memory-efficient, Extreme-scale Document Deduplication

Paper • 2411.04257 • Published Nov 6, 2024

Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets

Paper • 2403.15953 • Published Mar 23, 2024

Hassanharb

authored a paper about 1 year ago

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 30

sraskar

authored a paper about 1 year ago

Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation

Paper • 2304.05430 • Published Apr 11, 2023

brettin

authored a paper almost 2 years ago

Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research

Paper • 1909.00311 • Published Sep 1, 2019

samforeman

authored 3 papers almost 2 years ago

Lattice QCD and Particle Physics

Paper • 2207.07641 • Published Jul 15, 2022 • 1

Applications of Machine Learning to Lattice Quantum Field Theory

Paper • 2202.05838 • Published Feb 10, 2022 • 1

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Paper • 2310.04610 • Published Oct 6, 2023 • 1

samforeman

posted an update almost 2 years ago

Post

👋 I'm Sam

I use ML and HPC to accelerate scientific discovery @ Argonne National Laboratory*

https://samforeman.me
https://twitter.com/saforem2
https://github.com/saforem2

* https://alcf.anl.gov/about/people/sam-foreman

samforeman

authored 4 papers almost 2 years ago

Deep Learning Hamiltonian Monte Carlo

Paper • 2105.03418 • Published May 7, 2021

HMC with Normalizing Flows

Paper • 2112.01586 • Published Dec 2, 2021

LeapfrogLayers: A Trainable Framework for Effective Topological Sampling

Paper • 2112.01582 • Published Dec 2, 2021

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Paper • 2310.04607 • Published Oct 6, 2023