Matthias Medl

Presentations

• Year: 2024 -  Optimization Strategies for Bioprocess Parameterization: A Comparative Evaluation (Vortrag)

  Autoren: Medl, M; Scharl, T; Spangl, B; Buyel, J

  Event: Conference of the International Federation of Classification Societies 2024

  Period: 15.07.2024 - 19.07.2024  | Location: Costa Rica | Location: 10103 San José, Costa Rica  | Organizer: International Federation of Classification Societies | Organizer: Universität von Costa Rica

• Year: 2024 -  Monitoring of Bioprocesses using Explainable Machine Learning (Poster)

  Autoren: Scharl, T; Medl, M, Dürauer, A

  Event: 14th European Symposium on Biochemical Engineering Sciences 2024

  Period: 21.10.2024 - 23.10.2024  | Location: 1357 Kopenhagen, Dänemark | Location: 1357 Kopenhagen, Dänemark  | Organizer: Technical University of Denmark

• Year: 2024 -  A comparative study on optimization strategies for bioprocesses (Vortrag)

  Autoren: Medl, M; Scharl, T; Spangl, B; Leisch, F; Buyel, J

  Event: Statistiktage 2024 der Österreichischen Statistischen Gesellschaft

  Period: 03.04.2024 - 05.04.2024  | Location: Technische Universität Wien, AUSTRIA  | Organizer: Österreichische Statistische Gesellschaft

• Year: 2024 -  The BioProcessNexus: One step towards free and accessible techno economic bioprocess models (Vortrag)

  Autoren: Medl, M; de Santis, T; Satzer, P; Striedner, G

  Event: 14th European Symposium on Biochemical Engineering Sciences 2024

  Period: 21.10.2024 - 23.10.2024  | Location: 1357 Kopenhagen, Dänemark  | Organizer: Technical University of Denmark

• Year: 2023 -  Efficient identification of optimal process conditions with Gaussian processes (Vortrag)

  Autoren: Medl, M; Winter, M; Erdem, I; Dürauer, A; Scharl, T

  Event: 42nd International Symposium on the Separation of Proteins, Peptides and Polynucleotides 2023

  Period: 05.11.2023 - 08.11.2023  | Location: Vienna, Austria | Location: Vienna, AUSTRIA | Location: Wien

• Year: 2023 -  Uncovering the black-box of data-driven models in biotechnological process modeling (Vortrag)

  Autoren: Medl, M; Scharl, T; Leisch, F; Dürauer, A

  Event: 42nd International Symposium on the Separation of Proteins, Peptides and Polynucleotides 2023

  Period: 05.11.2023 - 08.11.2023  | Location: Vienna, Austria | Location: Vienna, AUSTRIA | Location: Wien

• Year: 2023 -  Application of CNN ensembles to model Fourier transform infrared spectra (Vortrag)

  Autoren: Medl, M; Scharl, T; Leisch, F

  Event: STATISTICAL COMPUTING 2023

  Period: 30.07.2023 - 02.08.2023  | Location: GÜNZBURG

• Year: 2022 -  MD-dating of pinewood using FTIR-spectroscopy and statistical learning algorithms like random forests and CNNs (Poster)

  Autoren: Spangl, B; Medl, M; Tintner, J

  Event: International Workshop on Statistical Modelling

  Period: 18.07.2022 - 22.07.2022  | Location: Trieste, Italy

• Year: 2022 -  Deep Learning for Modelling High-dimensional Data of a Biopharmaceutical Purification Process (Vortrag)

  Autoren: Matthias Medl, Theresa Scharl, Astrid Dürauer, Friedrich Leisch

  Event: Austrian and Slovenian Statistical Days 2022

  Period: 20.04.2022 - 22.04.2022  | Location: Graz, Austria

• Year: 2022 -  Deep learning to predict critical process parameters of an antibody capture process (Vortrag)

  Autoren: Matthias Medl, Theresa Scharl, Astrid Dürauer, Friedrich Leisch

  Event: 14th Annual Meeting ÖGMBT 2022 - Life Sciences - now more than ever

  Period: 19.09.2022 - 22.09.2022  | Location: Vienna, Austria | Location: Vienna, Austria

• Year: 2022 -  Permutation based variable importance determination for deep learning (Vortrag)

  Autoren: Matthias Medl, Theresa Scharl, Astrid Dürauer, Friedrich Leisch

  Event: 24th International Conference on Computational Statistics COMPSTAT 2022

  Period: 23.08.2022 - 26.08.2022  | Location: Bologna, Italy

• Year: 2022 -  Time Resolved Feature Importance of a Biopharmaceutical Purification Process Using Permutation Based Methods (Vortrag)

  Autoren: Matthias Medl, Theresa Scharl, Astrid Dürauer, Friedrich Leisch

  Event: 17th Conference of the International Federation of Classification Societies IFCS 2022 - Classification and Data Science in the Digital Age

  Period: 19.07.2022 - 23.07.2022  | Location: Porto, Portugal