activity
20232026
most citedAn open-source robust machine learning platform for real-time detection and classification of 2D material flakes

25 citations · 32 across the 7 of their papers we have counts for

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hep-ex2026

Predict before you train: Scaling Laws for particle physics foundation models

Jan-Lucas Uslu, Benjamin Nachman, Christopher Re

The largest machine learning models in particle physics are also the most expensive to train, yet the return on scaling a given architecture cannot be estimated before that compute…

hep-ex2026

Towards Engineering Scaling Laws with Pretraining Data Composition

Jan-Lucas Uslu, Kevin Greif, Daniel Whiteson +1

Neural scaling laws describe how model performance improves as a power law in compute, model size, and dataset size. While well-established for large language models, these relatio…