Publications

• MAX: Masked Autoencoder for X-ray Fluorescence in Geological Investigation. arXiv 2024.
  An-Sheng Lee, Yu-Wen Pao, Hsuan-Tien Lin, Sofia Ya Hsuan Liou
  [Paper] [Code] [Huggingface] [Data]

• Quantifying calcium carbonate and organic carbon content in marine sediments from XRF-scanning spectra with a machine learning approach. Scientific Reports 2022.
  An-Sheng Lee, Weng-Si Chao, Sofia Ya Hsuan Liou, Ralf Tiedemann, Bernd Zolitschka, Lester Lembke-Jene
  [Paper] [Code] [Data]

• An automatic sediment-facies classification approach using machine learning and feature engineering. Communications Earth & Environment 2022.
  An-Sheng Lee, Dirk Enters, Jyh-Jaan Steven Huang, Sofia Ya Hsuan Liou, Bernd Zolitschka
  [Paper] [Code] [Data]

• Environmental variability at the margin of the South American monsoon system recorded by a high-resolution sediment record from Lagoa Dourada (South Brazil). Quaternary Science Reviews 2021.
  Bernd Zolitschka, An-Sheng Lee, Daniela Piraquive Bermúdez, Thomas Giesecke
  [Paper]

• Facies characterisation of sediments from the East Frisian Wadden Sea (Germany): new insights from down-core scanning techniques. Netherlands Journal of Geosciences 2021.
  An-Sheng Lee, Dirk Enters, Jürgen Titschack, Bernd Zolitschka
  [Paper]

• High resolution record of heavy metals from estuary sediments of Nankan River (Taiwan) assessed by rigorous multivariate statistical analysis. Quaternary International 2019.
  An-Sheng Lee, Jyh-Jaan Steven Huang, George Burr, Li Cheng Kao, Kuo-Yen Wei, Sofia Ya Hsuan Liou
  [Paper]