4rd FLAVOURsome WORKSHOP “AI for Flavour Innovation

4rd FLAVOURsome WORKSHOP “AI for Flavour Innovation

Dates: 25-26 June 2025

Place: Leibniz Institute for Food Systems Biology at the Technical University of Munich (LSB), Freising, Germany

DESCRIPTION

It is with great pleasure to welcome you to the 4th FLAVOURSOME Workshop. The landscape of flavour science is undergoing a digital transformation. This two-day event will offer a deep dive into the computational tools redefining how we understand, predict, and design flavour molecules.

The programme is structured into three focus areas:

  • Receptor Modelling: Utilising AI-driven protein folding and molecular docking to simulate how ligands bind to taste and odorant receptors.
  • Chemoinformatics: Learning how to encode chemical structures into machine-learnable formats, and building machine learning models to correlate chemical features with specific sensory attributes.
  • FoodInformatics: Navigating cross-disciplinary datasets to bridge the gap between chemical compounds and biological perception in food applications.


The integration of keynote lectures and short talks with practical, hands-on workshops creates a stimulating and dynamic setting for knowledge exchange, specifically designed to bridge the gap between computational methodologies and flavour science.

The programme is designed for researchers at all career stages, providing hands-on experience of AI-driven analysis and exploring how these digital tools can be used alongside existing flavour science frameworks, therefore promoting further collaborations within the Action network.

CONFIRMED SPEAKERS 

More information is coming soon.

PRELIMINARY PROGRAM

June 25, 2026
09:00 – 09:15
Registration & Welcome desk
09:15 – 09:30
Welcome Session
Antonella Di Pizio, Local Organizer
Session 1 (Receptor Modelling)
09:30 – 10:30
Keynote 1: Protein Structure Prediction and Protein Design
Coffee Break
11:00 – 11:30
Tentative Talk: Flavour Receptors and Their Structures
11:30 – 13:00
Exercise Session: AlphaFold models of Odorant Receptors
Lunch
14:00 – 14:30
Tentative Talk: Computer-driven Ligand Identification Targeting Flavour Receptors
14:30 – 16:00
Exercise Session: Binding mode predictions using cofolding methods
Session 2 (Chemoinformatics)
16:30 – 17:30
Keynote 2: Chemical Databases and Machine Learning in Chemoinformatics
June 26, 2026
09:00 – 09:30
Tentative Talk: From data to prediction: BPS-1000 and BILN-GCN
09:30 – 11:00
Exercise Session: Develop a predictive model of flavour activity
Coffee Break
Session 3 (Foodinformatics)
11:30 – 12:30
Keynote 3: AI and Food Systems
Lunch
14:00 – 16:30
Exercise Session: Predict flavour activity of food compounds
16:30 – 17:00
Summary and concluding remarks

TARGET AUDIENCE AND REQUIREMENTS

This Workshop is exclusive for members of the FLAVOURsome COST Action CA22161.

There are 15 spots available for participants who have an interest in flavour prediction, flavour receptor structure prediction and ligand identification using machine learning and modelling methods.

The organizing committee will select applications to guarantee gender balance, career stage, and geographic distribution.

Bringing your personal laptop is highly recommended.

DATES

Open call for application submission – February 19, 2026
Application deadline – March 25, 2026
Application acceptance notice deadline – April 6, 2026

APPLICATION DETAILS

A short motivation statement (max. 200 words) and a short CV (2-pages maximum in pdf) will be requested in the application form.

Please note that your application does not confirm that you have been selected for the workshop. You will be informed of the application selection.

REGISTRATION

No registration fee.

TERMS AND CONDITIONS

Participants involved in the FLAVOURsome COST Action will be reimbursed to cover travel expenses and a daily allowance to cover meals and accommodation.

A certificate of attendance will be sent after the end of the event.

VENUE  

The WORKSHOP will take place in Freising, at TUM Campus Weihenstephan

Address:

Internationales Getränkewissenschaftliches Zentrum Weihenstephan (iGZW)

Gregor-Mendel-Str. 4, 85354 Freising.   

More information about the venue will be provided further for the invited and selected participants.

LOCAL ORGANIZING COMMITTEE  

Antonella Di Pizio (LSB-TUM)
Francesco Ferri (LSB-TUM)
Alexander Otterbach (LSB-TUM)
Clarissa Rienäcker (LSB-TUM)

SCIENTIFIC ORGANIZING COMMITTEE

FLAVOURsome Core Group

ACKNOWLEDGEMENT OF FUNDING

This event is part of the activities of the COST Action FLAVOURsome, CA22161, which is supported by COST (European Cooperation in Science and Technology).

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