Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps

• A Shape Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for 3D Shape Generation

  2026 IEEE Conference on Artificial Intelligence (CAI) conference-paper Engineering 3D Shape Modeling and Analysis

  0

  citations
• Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows

  2026 PRX Life article Neuroscience Neural dynamics and brain function Open access

  0

  citations
• PHLOWER leverages single-cell multimodal data to infer complex, multi-branching cell differentiation trajectories

  2025 Nature Methods article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  9

  citations
• Ellipsoidal Embeddings of Graphs

  2025 SIAM Journal on Applied Mathematics article Computer Science Advanced Graph Neural Networks Open access

  0

  citations
• PHLOWER - Single cell trajectory analysis using Hodge Decomposition

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Charting the brain networks of impulsivity: Meta-analytic synthesis, functional connectivity modelling, and neurotransmitter associations

  2024 Imaging Neuroscience article Neuroscience Neural and Behavioral Psychology Studies Open access

  6

  citations
• Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)

  2023 Molecular Systems Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  36

  citations
• Mapping cardiac remodeling in chronic kidney disease

  2023 Science Advances article Medicine Cardiac Fibrosis and Remodeling Open access

  25

  citations
• Charting the brain networks of impulsivity: Meta-analytic synthesis, functional connectivity modelling and neurotransmitter associations

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  1

  citations
• Trait absorption is not reliably associated with brain structure or resting-state functional connectivity

  2023 Neuroimage Reports article Neuroscience Functional Brain Connectivity Studies Open access

  2

  citations
• Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  8

  citations
• Modularity and Dynamics on Complex Networks

  2021 Cambridge University Press eBooks book Physics and Astronomy Complex Network Analysis Techniques

  35

  citations
• Determining travel fluxes in epidemic areas

  2021 PLoS Computational Biology article Mathematics COVID-19 epidemiological studies Open access

  3

  citations

13 results