Andreas Hellander
Scholar

Andreas Hellander

Google Scholar ID: z2jXkqUAAAAJ
Associate Professor in Scientific Computing, Division of Scientific Computing, Department of
Computational Systems BiologyScientific ComputingCloud ComputingData Science
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Citations & Impact
All-time
Citations
1,372
 
H-index
19
 
i10-index
39
 
Publications
20
 
Co-authors
18
list available
Publications
7 items
GeoFlowVLM: Geometry-Aware Joint Uncertainty for Frozen Vision-Language Embedding
2026
Cited
0
OneFlowSBI: One Model, Many Queries for Simulation-Based Inference
2026
Cited
0
Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching
2026
Cited
0
From Research to Reality: Feasibility of Gradient Inversion Attacks in Federated Learning
2025
Cited
0
Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere
2025
Cited
0
ConDiSim: Conditional Diffusion Models for Simulation Based Inference
2025
Cited
0
Variational Autoencoders for Efficient Simulation-Based Inference
arXiv.org · 2024
Cited
2
Co-authors
4 total
Linda Petzold
Linda Petzold
Professor, University of California Santa Barbara
Salman Toor
Salman Toor
Uppsala University, ScaleoutSystems
Erik Elmroth
Erik Elmroth
Professor, Umeå University and Co-Founder, Elastisys AB
P-O Östberg
P-O Östberg
Department of Computing Science, Umeå University