The Helmholtz Representation Model for Climate Science (HClimRep)
Martin Schultz
SOL-AI A symbiotic modular foundation model for accelerating solar energy materials development
Stefan Kesselheim
3D-ABC: Towards Global 3D Above and Below Ground Carbon Stocks
Aldino Rizaldy; Peter Steinbach
The Human Radiome Project – Unlocking 3D Radiological Data Analysis with Next-Generation Foundation Models
Fabian Isensee
The HFMI Synergy Unit: Building bridges and creating synergy between foundation model projects
Dagmar Kainmüller
DynGFN: Towards Bayesian Inference of Gene Regulatory Networks with GFlowNets
Lazar Atanackovic
An explainability framework for convolutional neural networks supporting MRI evaluation and clinical decision-making in dementia research
Devesh Singh
Risk control based trustworthiness of deep learning models for remote sensing applications
Protim Bhattacharjee
A Kernel-based Framework for Uncertainty in Generative AI
Sebastian Gruber
Advancing Brain Disorder Identification through Transformer-Based Models and Explainable AI
Hanning Guo
How to Transform AI Prototypes into Functional Healthcare Applications for Diagnostic Assistance? (Update 2024)
Martin Dyrba
Towards mitigating biases in single-cell analysis
Theresa Willem
Ethical Perspectives on AI-Based Clinical Decision Support Systems after Cardiac Surgery
Kirsten Brukamp
From nuclear repository processes to illegally traded spiders: An insight into the use cases of the AI Lab at the Federal Environment Agency
Luisa Bornberg
AutoAI-Pandemics: Democratizing Machine Learning for Analysis, Study, and Control of Epidemics and Pandemics
Ulisses Rocha
Uncovering Inductive Biases in Material Text Representation for Improved Language Modeling
Nawaf Alampara
ClarifAI: User-Centred Explainable AI (XAI) Methods for Scientists
Yulia Grushetskaya
Federated Continual Learning Goes Online: a Realistic Framework for Collaborative Class-Incremental Tasks
Giuseppe Serra
Advancing functional genomics analysis with Bayesian modeling: Case studies in RNA decay and pathogen invasion models
Laura Jenniches
End-to-End Track Reconstruction using Graph Neural Networks at Belle II
Lea Reuter
Enhancing Quality Control in Sparsely Distributed Environmental Sensor Networks with Graph Neural Networks
Elżbieta Lasota
Graph Neural Networks for Disease Gene Identification: Unveiling Disease-Specific Networks through Link Prediction
Nikolay Shvetsov
