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COMPETITION FOR 2 RESEARCH GRANTS, GROUP 13/GIUR-07 MANAGEMENT, BIDSA RESEARCH CENTER, UNIVERSI[...]

Descrizione dell'offerta di lavoro

Organisation/Company: Bocconi University Research Field: Physics » Mathematical physics Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3) Country: Italy Application Deadline: 6 Jan 2025 - 23:59 (UTC) Type of Contract: To be defined Job Status: Not Applicable Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No Offer Description The aim of the project is to improve energy-based models for protein sequences and to adapt them for high-potential applications. Energy-based models are often preferable to black-box neural network architectures due to their simplicity combined with state-of-the-art performance in several tasks. Neural networks, on the other hand, are in principle able to model more complex patterns in the data and are easily scalable to very large datasets, albeit with a loss of interpretability in terms of the underlying biology. The project will have thus two main aspects: Combining Potts models with neural networks to develop models that are both expressive and interpretable. Applying the tools of sensitivity analysis and explainable AI to neural networks trained for protein design and other tasks for understanding what biological information these models capture from the data. Eligibility of fellows: country/ies of residence: EUROPE Eligibility of fellows: nationality/ies: #J-18808-Ljbffr
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Dettagli dell'offerta

Azienda
  • euraxess.ec.europa.eu - Jobboard
Località
  • Tutta l'Italia
Indirizzo
  • Imprecisato - Imprecisato
Data di pubblicazione
  • 01/01/2025
Data di scadenza
  • 01/04/2025
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