Search Results for author: Sokratis Trifinopoulos

Found 2 papers, 0 papers with code

From Neurons to Neutrons: A Case Study in Interpretability

no code implementations27 May 2024 Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz, Sokratis Trifinopoulos, Mike Williams

Mechanistic Interpretability (MI) promises a path toward fully understanding how neural networks make their predictions.

NuCLR: Nuclear Co-Learned Representations

no code implementations9 Jun 2023 Ouail Kitouni, Niklas Nolte, Sokratis Trifinopoulos, Subhash Kantamneni, Mike Williams

We introduce Nuclear Co-Learned Representations (NuCLR), a deep learning model that predicts various nuclear observables, including binding and decay energies, and nuclear charge radii.

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