Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments

no code implementations • 20 Jun 2023 • Linus Pithan, Vladimir Starostin, David Mareček, Lukas Petersdorf, Constantin Völter, Valentin Munteanu, Maciej Jankowski, Oleg Konovalov, Alexander Gerlach, Alexander Hinderhofer, Bridget Murphy, Stefan Kowarik, Frank Schreiber

Our focus lies on the beamline integration of ML-based online data analysis and closed-loop feedback.

Decision Making

Hierarchical BERT for Medical Document Understanding

no code implementations • 11 Mar 2022 • Ning Zhang, Maciej Jankowski

Other than the ICD code assignment, we conduct a variety of other NLU tasks on a large commercial dataset named as TrialTrove, to showcase MDBERT's strength in delivering different levels of semantics.

document understanding Sentence