9-12 November 2025 • Munich, Germany
International Symposium and Exhibition on the Purification of Proteins, Peptides and Polynucleotides (ISPPP)
The International Symposium and Exhibition on the Purification of Proteins, Peptides and Polynucleotides (ISPPP) cordially invites you to participate in the 44th edition in November 2025, at the Garching campus of Technical University of Munich near Munich, Germany. Over forty years after the first meeting in Washington DC, USA, the ISPPP remains a leading scientific event fostering innovation and advancements across all areas of bioseparation – from analytical techniques to bioprocess operations.
Modeling and Simulation in Biotechnology and Biochemical Engineering: Explainable Machine Learning
DATE: November 20, 2025
TIME: 13:30 – 14:30 p.m. CET
PLATFORM Zoom – Register here
SPEAKER: Felipe Teles Barbosa (BOKU Vienna) & Matthias Medl (BOKU Vienna)
MODERATION: Nico Lingg (acib GmbH)
This session explores how machine learning and mathematical modeling enhance process understanding in biotechnology — from parameter estimation in chromatography to explainable AI for bioprocess control.
Dr. Felipe Teles Barbosa will discuss parameter estimation for adsorption isotherms in protein chromatography, highlighting challenges such as nonlinearity, identifiability, and interpretability, and how different estimation methods address them.
Dr. DI Matthias Medl will present on explainable AI for process monitoring and control, showing how feature importance analyses can reveal key process parameters and improve the transparency and robustness of deep learning models for bioprocess applications.
Watch past SCITECH Impulse Webinars on YouTube
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
First Webinar: Mechanistic and Hybrid Modeling in Downstream Processing
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
Second Webinar: Metabolic modeling in microbial and mammalian cells
Second Webinar: Metabolic modeling in microbial and mammalian cells
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
Third Webinar: Sustainability in Bioprocessing
Third Webinar: Sustainability in Bioprocessing
Ethics & AI in Biotechnology
Watch the video on youtube
Watch the video on youtube
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
Fourth Webinar: Mechanistic Modeling in Virus Filtration
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
Fifth Webinar: Modeling of enzyme kinetics and metabolic interactions
Webinar Series: Modeling and Simulation in Biotechnology and Biochemical Engineering
Sixth Webinar: Hybrid models in upstream processing
Sixth Webinar: Hybrid models in upstream processing