The diiP Institute promotes interdisciplinary innovation in data science and data intelligence. It offers support through three key programs: PhD Scholarships, Strategic Projects, and Master’s Internships. To explore current and past project opportunities, visit the Opportunities section. For details on all diiP-funded projects, navigate to diiP Projects.

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OPPORTUNITIES

PhD SCHOLARSHIP/ DIAI

STRATEGIC PROJECT CALL

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DiiP PROJECTS

PhD PROJECTS/ DIAI

STRATEGIC PROJECTS

MASTERS PROJECTS

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DiiP Projects

A Simulated body approach to MRI-based fetal monitoring

2024 Strategic Projects@Computer Science #simulated bodies#amortised inferences#inductive bias#fetus#MRI Project Summary Decision and Bayesian Computation (DBC)—Epiméthée (EPI) is a lab at the Institut Pasteur that hosts theoretical physicists and applied...

Accelerate Discoveries (boosting) Astroparticle Physics (analysis) Techniques – ADAPT

2024 Strategic Projects @Physics/Astronomy #Self-supervised Learning#Semi-supervised Learning#Sensitivity enhancement#Data Analysis based on AI Project Summary The aim of the ADAPT project was to develop a novel analysis strategy for the KM3NeT astroparticle physics...

Machine learning model of volcanic lava properties helps understanding the dynamics of volcanic eruptions

2021Masters Projects@Earth Sciences and Geosciences +Chemistry #melt#glass#material#properties#neural networks#thermodynamics Project SummaryHow do molten silicate melts move? How do they exchange heat with their surrounding? How do they crystallize? These...

Deep learning for estimating gas concentration maps from satellite or airborne hyperspectral images

2024 Master's Projects@Mathematics/Statistics #hyperspectral imaging#atmospheric monitoring#earth observation#deep learning Project Summaryto be updated. Andrés Almansaandres.almansa@parisdescartes.fr- Research Director at CNR Projects in the same discipline

Influence of blood pressure and aqueous humor dynamics on the response to glaucoma medication: a data-driven computational study

2021Masters Projects@Mathematics and Statistics +Computer Science+Mathematics/Statistics+Engineering+Medicine #data-driven computational study#mathematical modeling#glaucoma#enhanced data set Project SummaryIntraocular pressure (IOP) is the pressure created by the...

Machine learning for the study of EEG data recorded during general anesthesia

2021Masters Projects@Mathematics and Statistics +Engineering+Medicine+Neuroscience #anesthesia#EEG#classification Project SummaryGeneral Anesthesia (GA) is a drug-induced, reversible condition with three commonly accepted goals: lack of experience of surgery,...

Deep learning to model genetic pleiotropy to understand the human genetic architecture

2023Masters Projects@Computer Science +Mathematics/Statistics+Biology #Pleiotropy#Deep Learning#Convolutional neural network Project Summaryto be updated. Marie Verbanck Projects in the same discipline

Maintaining fairness for decision-making under social considerations

2024 Strategic Projects@Computer Science #Machine Learning#Data Drift#Fairness Project Summary Machine learning (ML) is increasingly used to make decisions that highly impact applications like hiring, medical diagnosis, education and criminal justice, etc. All of...

Studying the ability of teenagers to spot fake news over their usage-time on social networks

2022Strategic Projects@Psychology +Computer Science #fake news detection#symbolic AI Project SummaryThe spread of online fake news is emerging as a major threat to human society and democracy (Lazer et al., 2018). Now anyone with access to a phone or computer can...

Deep Learning-based EEG Epilepsy Detection and Analysis

2022Masters Projects@Neuroscience +Computer Science #EEG#epilepsy#epileptic pattern detection and analysis Project SummaryElectroencephalogram (EEG) is one of the most common and essential medical signal collected by neural scientists for the analysis of nerve...