Publications


  • Tracing cancer evolution and heterogeneity using Hi-C
    Dan D. Erdmann-Pham*, Sanjit S. Batra*, Timothy K. Turkalo, James Durbin, Marco Blanchette, Iwei Yeh, Hunter Shain, Boris C. Bastian, Yun S. Song, Daniel S. Rokhsar, Dirk Hockemeyer
    To appear in Nature Communications (2023) [bioRxiv preprint here]

  • Transferability of Geometric Patterns from Protein Self-Interactions to Protein-Ligand Interactions
    Antoine Koehl*, Milind Jagota*, Dan D. Erdmann-Pham*, Alexander Fung, Yun S. Song
    Pacific Symposium on Biocomputing (2021). [bioRxiv preprint here]

  • RNA-Sieve: A likelihood-based deconvolution of bulk gene expression data using single-cell references
    Dan D. Erdmann-Pham*, Jonathan Fischer*, Justin Hong, Yun S. Song
    Genome Research (2021). [bioRxiv preprint here] [software here]

  • EGGTART: A computational tool to visualize the dynamics of biophysical transport processes via the inhomogeneous ℓ-TASEP
    Dan D. Erdmann-Pham*, Wonjun Son*, Khanh Dao Duc, Yun S. Song
    Biophysical Journal (2021). [arXiv preprint here] [software here]

  • The key parameters that govern translation efficiency
    Dan D. Erdmann-Pham, Khanh Dao Duc, Yun S. Song
    Cell Systems 10(2) (2020). [arXiv preprint here] [slides here]

  • Singular Value Homogenization: A simple preconditioning technique for linearly constrained optimization and its potential applications in medical therapy
    Dan D. Erdmann-Pham, Aviv Gibali, Karl-Heinz Küfer, Philip Süss
    Journal of Mathematics in Industry 6 (2016)

Preprints


  • Exact and efficient multivariate two-sample tests through adaptive linear multi-rank statistics
    Dan D. Erdmann-Pham
    [arXiv preprint here] [software here] [slides here]

  • Generalized Spacing-Statistics and a New Family of Non-Parametric Tests
    Dan D. Erdmann-Pham, Jonathan Terhorst, Yun S. Song
    Submitted. [arXiv preprint here] [slides here]

Thesis


  • Probabilistic Models and Statistical Tools for Gene Expression Analysis
    Dan D. Erdmann-Pham
    Ph.D. Dissertation