1 code implementation • 22 Dec 2023 • Shashank Sule, Luke Evans, Maria Cameron
Remarkably, we find that the TMDmap algorithm is particularly suited as a meshless solver to the committor problem due to the cancellation of several error terms in the prefactor formula.
1 code implementation • 18 Jan 2023 • Shashank Sule, Richard G. Spencer, Wojciech Czaja
Within the framework of deep learning we demonstrate the emergence of the singular value decomposition (SVD) of the weight matrix as a tool for interpretation of neural networks (NN) when combined with the descrambling transformation--a recently-developed technique for addressing interpretability in noisy parameter estimation neural networks \cite{amey2021neural}.