Scholar
Benjamin Nachman
Google Scholar ID: 4CpTP8YAAAAJ
Staff Scientist, Lawrence Berkeley National Laboratory
Particle Physics
Deep Learning
Quantum Computing
Solid State Detectors
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Citations
243,867
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210
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1,268
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20
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0
Publications
16 items
Predict before you train: Scaling Laws for particle physics foundation models
2026
Cited
0
The Well-Tempered Likelihood: Honest Confidence Intervals for Misspecified Models
2026
Cited
0
Towards Engineering Scaling Laws with Pretraining Data Composition
2026
Cited
0
Pre-Training for Simulation-Based Science: A Study on Jet Foundation Model Training Objectives
2026
Cited
0
FAIR Universe Weak Lensing ML Uncertainty Challenge: Handling Uncertainties and Distribution Shifts for Precision Cosmology
2026
Cited
0
Cross-Domain Transfer with Particle Physics Foundation Models: From Jets to Neutrino Interactions
2026
Cited
0
Generalizable Foundation Models for Calorimetry via Mixtures-of-Experts and Parameter Efficient Fine Tuning
2026
Cited
0
Unfolding with a Wasserstein Loss
2026
Cited
0
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