Postdoctoral Fellows

Alignment-free Inference, Adaptive Algorithms

Systems Neuroscience, Connectomics, Neurodevelopment

Tissue Modeling, Data Integration

Single-Cell Genomics, Multi-Omics Integration, Spatial Transcriptomics, Transfer Learning

Computational biology, Genomics, Biophysics

Spatial Biology, Graphs and Networks, Epistasis

Spatial Biology, Computational Topology/Geometry

Single-cell Multiomics, Gene Regulation, Optimal Transport, Generative Modeling

Cell Biology, Gene Regulation, Ligand-Receptor Signaling

Immunology, Cancer Biology, Deep Learning

Drug Discovery, Protein Engineering, Geometric Deep Learning

Tumour Heterogeneity, Immunology, Spatial Biology, Deep Learning

Generative Models, Drug discovery, Bayesian Non-parametrics

Dynamical Systems, Data Assimilation, Uncertainty Quantification, Microbiome Dynamics

Spatial biology, Cell-cell interactions

Causal Inference, Batch Effect Correction, Multi-Modal Data.

Causal Inference, Target Trial Emulation, G-methods for Dynamic Treatment Strategies, Cancer

Active Learning, Reinforcement Learning, Machine Learning Theory

CRISPR Perturbations, Cell Imaging, Cancer

Feature Learning, Deep Learning Theory, Kernels, Genomics

Generative Modeling; Representation Learning

Probabilistic Models, Theoretical Population Genetics, Spatial Biology

Bayesian Deep Learning, Probabilistic Machine Learning, Generative Modeling, PTSD, Genomics

Cancer Mutations, Gene Expression, Causality

Representation Learning, Single-Cell Genomics, Graph-Based Methodology

Representation Learning, Generalization, Graphs and Geometries

Mechanobiology, Cell State Transitions, Multi-Omics

Gene Regulation, Transcription Factors