16 citations · 39 across the 7 of their papers we have counts for
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math.NA2023★ 2 cited
Implementation of the Emulator-based Component Analysis
Anton Vladyka, Eemeli A. Eronen, Johannes Niskanen
We present a PyTorch-powered implementation of the emulator-based component analysis used for ill-posed numerical non-linear inverse problems, where an approximate emulator for the…
cond-mat.soft2023★ 6 cited
Information Bottleneck in Peptide Conformation Determination by X-ray Absorption Spectroscopy
Eemeli A. Eronen, Anton Vladyka, Florent Gerbon +2
We apply a recently developed technique utilizing machine learning for statistical analysis of computational nitrogen K-edge spectra of aqueous triglycine. This method, the emulato…