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Hierarchical Digital Twin for Mechanistic Design of Nanofiltration

Objective

Global water scarcity affects over two billion people and is projected to worsen under climate change, making it a critical 21st-century challenge. Addressing this issue aligns with key European priorities, including the European Green Deal, Zero Pollution Action Plan, and Circular Economy Strategy, all of which emphasize pollutant removal and sustainable resource use. Effective solutions require innovative, cost-effective, and environmentally sound water treatment and recovery technologies. Nanofiltration (NF) membranes, with their nanometer-sized pores, have shown exceptional potential in brackish water desalination, toxic metal removal, and lithium recovery from brines and spent batteries. However, designing NF membranes remains challenging due to the trade-off between capturing nanoscale phenomena for mechanistic accuracy and using continuum-scale models for efficient membrane-scale optimization and monitoring. The HiDDeN project addresses the central unresolved question: How can fabrication-driven nanoscale heterogeneity—specifically the geometry and chemistry of pore-throats—be robustly linked to macroscopic membrane performance to enable predictive, rational design? The project proposes a mechanistic-informed digital twin that integrates molecular-level insights into a continuum-scale model, allowing accurate performance prediction and rational membrane design. The project will span three years under a Global Fellowship, with an outgoing phase (Months 1–24) at Yale University under Prof. Haji-Akbari, an expert in molecular-scale simulations, and a return phase (Months 25–36) at the University of Bologna with Prof. Giacinti Baschetti’s team, specialists in continuum-scale modeling and experimental validation of membranes.

Fields of science (EuroSciVoc)

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Keywords

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Programme(s)

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Topic(s)

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Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

HORIZON-TMA-MSCA-PF-GF - HORIZON TMA MSCA Postdoctoral Fellowships - Global Fellowships

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Call for proposal

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(opens in new window) HORIZON-MSCA-2025-PF

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Coordinator

ALMA MATER STUDIORUM - UNIVERSITA DI BOLOGNA
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 396 991,08
Address
VIA ZAMBONI 33
40126 Bologna
Italy

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Region
Nord-Est Emilia-Romagna Bologna
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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