Fabian J Theis

CellForge: Agentic Design of Virtual Cell Models

OmegAMP: Targeted AMP Discovery via Biologically Informed Generation

Learning Multimodal Representations from Partially Paired, Small-Scale Data

Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow

MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds

Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen

Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation

Disentangled Representation Learning with the Gromov-Monge Gap

Enforcing Latent Euclidean Geometry in VAEs for Statistical Manifold Interpolation