Author

Maximilian Neumann

Karlsruhe Institute of TechnologyORCID 0009-0004-8028-1160Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Organism:mouse· 1 Assay:multiome· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Andreas OttiD· 1 shared Anne‐Kristin KasteriD· 1 shared Philipp ArrasiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Andreas OttORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 21, 2026

MOFTy: Multimodal Gaussian Process Factor Analysis with Numerical Information Field Theory

Maximilian Neumann, Philipp Arras, Anne‐Kristin Kaster, Andreas Ott

MOFTy disentangles spatial structures and recovers cross-modal patterns in multi-omics data by separating smooth gradients from fine-scale heterogeneity.

DOI 10.64898/2026.08.12.744240

humanmouse

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