Atmospheric bioaerosols modelling and ai-powered simulation: from pollen protein sequencing to machine learning based molecular dynamics
Tender Summary
The ILMATIETEEN LAITOS in Belgium from Europe region has released this tender for Atmospheric bioaerosols modelling and ai-powered simulation: from pollen protein sequencing to machine learning based molecular dynamics ILMATICS pioneers an integrated experimental–computational framework to reveal how allergenic pollen proteins influence both public health and cloud microphysics. The project establishes an end-to-end pipeline linking molecular sequence data to environmental and climatic impacts. Specifically, ILMATICS will (i) use Oxford Nanopore Technology (ONT) to directly sequence and identify allergenic and ice-active pollen proteins; (ii) develop a next-generation machine-learning force field (ML-FF) framework that achieves near-quantum accuracy in simulating protein–water interactions; (iii) perform molecular simulations and laboratory freezing experiments to uncover the mechanisms of ice nucleation; and (iv) refine the Adsorption Freezing Model (AFM) using simulation-derived parameters to better describe real atmospheric processes. This uniquely timed effort leverages recent advances in nanopore protein sequencing and ML-FF methods, along with the PI’s access to Finnish Meteorological Institute (FMI) sequencing facilities, expertise in nucleation theory, and collaboration with EPFL’s Portable Ice Nucleation Experiment (PINE) cloud chamber for world-class validation. By connecting molecular mechanisms of pollen proteins to both allergy and cloud formation, ILMATICS will deliver new predictive tools for national meteorological and health infrastructures, directly supporting EU missions on climate adaptation and public health. The outcome will transform our understanding of pollen as a dual biological–climatic agent, enabling improved daily-life forecasts, reduced health risks, and enhanced climate resilience. with tender notice no. 101301794 published on 05 Oct 2026. The tender is due to expire on 31 Dec 2031. This tender is sourced from Cordis and is eligible for suppliers interested in Ion and molecular microscopes, Ion microscopes, Proteomics, Artificial Intelligence, Proteins. Interested bidders can obtain further information including complete bid documents or ways to participate by registering on Tender Impulse and referencing via Tender Impulse ID 15191621.
Tender Details
Tender NoticeTI Ref: 15191621
Tender Notice No
101301794
Tender Organisation
ILMATIETEEN LAITOS
Tender Sector
Tender Service
Worldwide
Tender Region
Tender Project Location
Tender CPV
38512000 : Ion and molecular microscopes38512100 : Ion microscopes33100005 : Proteomics72212514 : Artificial Intelligence45255388 : Proteins
Tender Source
Cordis
Tender Document Type
Tender Notice
Tender Deadline
31 Dec 2031 1904 days left
Tender Description
Atmospheric bioaerosols modelling and ai-powered simulation: from pollen protein sequencing to machine learning based molecular dynamics ILMATICS pioneers an integrated experimental–computational framework to reveal how allergenic pollen proteins influence both public health and cloud microphysics. The project establishes an end-to-end pipeline linking molecular sequence data to environmental and climatic impacts. Specifically, ILMATICS will (i) use Oxford Nanopore Technology (ONT) to directly sequence and identify allergenic and ice-active pollen proteins; (ii) develop a next-generation machine-learning force field (ML-FF) framework that achieves near-quantum accuracy in simulating protein–water interactions; (iii) perform molecular simulations and laboratory freezing experiments to uncover the mechanisms of ice nucleation; and (iv) refine the Adsorption Freezing Model (AFM) using simulation-derived parameters to better describe real atmospheric processes. This uniquely timed effort leverages recent advances in nanopore protein sequencing and ML-FF methods, along with the PI’s access to Finnish Meteorological Institute (FMI) sequencing facilities, expertise in nucleation theory, and collaboration with EPFL’s Portable Ice Nucleation Experiment (PINE) cloud chamber for world-class validation. By connecting molecular mechanisms of pollen proteins to both allergy and cloud formation, ILMATICS will deliver new predictive tools for national meteorological and health infrastructures, directly supporting EU missions on climate adaptation and public health. The outcome will transform our understanding of pollen as a dual biological–climatic agent, enabling improved daily-life forecasts, reduced health risks, and enhanced climate resilience.
Tender Bidding Type
Tender Document
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Frequently Asked Questions About This Tender
Who has issued this tender, and what is it for?
The tender has been issued by ILMATIETEEN LAITOS in Belgium. Such a type of tender falls under Ion and molecular microscopes, Ion microscopes, Proteomics, Artificial Intelligence, Proteins, within the Laboratory & Scientific Instruments sector, and is listed on Tender Impulse under notice number 101301794.
What are the key dates for this tender?
The notice was published on 05 Oct 2026 and submissions close on 31 Dec 2031. Late bids are rarely accepted in public procurement, so aim to have your documents ready several days before the closing date.
Which CPV codes apply to this tender?
It is classified under CPV codes 38512000, 38512100, 33100005, 72212514, 45255388, which correspond to Ion and molecular microscopes, Ion microscopes, Proteomics, Artificial Intelligence, Proteins. If your company supplies these products or services, these are the codes to save in your alert profile so no matching tender passes you by.
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No - and this matters. Tender Impulse is a tender aggregation and alert service: we collect procurement notices from official sources around the world and list them in one place. We do not receive, forward or evaluate bids. Your bid for this tender must be submitted directly to ILMATIETEEN LAITOS, using the method described in the original tender document, before 31 Dec 2031. Tender Impulse provides complete assistance in submitting all bids posted on its website.
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Suppliers must verify technical specifications, the delivery schedules and any other intrinsic details as provided in the complete bid documents before deciding to submit their bids. All necessary certifications and supplier registrations must be undertaken before participation.
Is this tender beneficial for me?
The procurement is applicable to companies in the Ion and molecular microscopes, Ion microscopes, Proteomics, Artificial Intelligence, Proteins and related industries. If you belong to this industry, you can review the technical documents before assessing your relevance to your company.
What is the procurement trend for Atmospheric bioaerosols modelling and ai-powered simulation from pollen protein sequencing to machine learning based molecular dynamics?
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