Objective
Societal challenges like climate change, healthcare, and food security demand rapid scientific and technological innovation. Recently, AI demonstrated its transformative potential for biology, chemistry, and materials science. However, while AI already excels in domain-specific tasks, its role as a general-purpose research assistant remains underexplored, even though this use case could fundamentally enhance scientific discovery as a whole. This proposal aims at developing human-centric AI assistants to support researchers by addressing cognitive challenges, fostering creativity, and enabling new research across disciplines. More concretely, we will develop:
(A) Structured document models to analyze and relate content within and across documents;
(B) Computational methods for predicting and understanding scientific impact;
(C) Hierarchical models to map the evolution of scientific concepts over time; and
(D) Ideation assistants to support researchers in generating novel and impactful ideas.
Our human-centric approach will focus on trust, interpretability and user agency, ensuring that AI serves as an enabler rather than a replacement for human intellect. By deploying the models via our Scholar Inbox research platform, we will provide easy access to the developed tools and evaluate their long-term impact on scientific discovery across all fields of science.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.1.1 - European Research Council (ERC)
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
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.
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-ERC - HORIZON ERC Grants
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) ERC-2025-COG
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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.
72074 Tuebingen
Germany
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.