SELECTED PUBLICATIONS

  1. Rajapakse, Indika. "Conversation with Dr. Steve Smale and Dr. Lee Hartwell." NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY 68, no. 9.

  2. Rajapakse I, Lindsly, Brockett R, Hartwell L. A Mathematical Theory of Learning Guided by the Immune System. (unpublished)

  3. Pickard J, Can C, Salman R, Stansbury C, Kim S, Surana A, Rajapakse I. “Hypergraph Analysis Toolbox for Chromosome Conformation,” arXiv:2211.11166

  4. Lindsly S, Chen C, Dilworth S, Jeyaraja S, Meixner W, Stansbury C, Cicalo A, Beckloff N, Ryan C, Surana A, Wicha M, Muir L, Rajapakse I. "Deciphering Multi-way Interactions in the Human Genome." Accepted to Nature Communications (2022).

  5. Surana A, Chen C, Rajapakse I. "Hypergraph Similarity Measures." IEEE Transactions on Network Science and Engineering, 2022

  6. Sun Y, Dotson GA, Muir LA, Ronquist S, Oravecz-Wilson K, Peltier D, Seike K, Li L, Meixner W, Rajapakse I, Reddy P. Rearrangement of T Cell genome architecture regulates GVHD. iScience. 2022 Sep 16;25(9):104846.

  7. Wang R, Chen T, Lindsly S, Rehemtulla A, Hero A, Rajapakse I. "RAILS: A Robust Adversarial Immune-inspired Learning System", IEEE Access 10 (2022): 22061-22078

  8. Muir L, ...., Rajapakse I, O’Rourke R, Lumeng L. "Human CD206+ macrophages associate with diabetes and adipose tissue lymphoid clusters." Journal of Clinical Investigation (2022)

  9. Lindsly S, Gupta M, Stansbury C, Rajapakse I. "Understanding Memory B Cell Selection." Journal of Theoretical Biology (2021)

  10. Dotson GA, Rajapakse I, Muir L, Monocyte-macrophage spatial dynamics promote pre-crown-like niches in early obesity . DOI: 10.1101/2022.02.26.482134

  11. Wang R, Chen T, Yao P, Liu S. Rajapakse I, Hero A. "ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense." IEEE Access 2022 (2022)

  12. Wang R, Chen T, Lindsly S, Stansbury C, Rajapakse, I, Hero, A. "Immuno-mimetic Deep Neural Networks (Immuno-Net).", ICML 2021

  13. Dotson GA, Ryan CW, Chen C, Muir L, Rajapakse I. "Cellular reprogramming: Mathematics meets medicine." WIREs Mech Dis. 2020;e1515. https://doi.org/10.1002/wsbm.1515 (2021)

  14. Lindsly S, Chen C, Liu S, Ronquist S, Dilworth S, Perlman M, Rajapakse I. "4DNvestigator: time series genomic data analysis toolbox." Nucleus, 12:1, 58-64, DOI: 10.1080/19491034.2021.1910437 (2021) .

  15. Chen C, Surana A, Bloch A, Rajapakse I. "Controllability of Hypergraphs." IEEE Transactions on Network Science and Engineering, 2021.

  16. Lindsly S, Jia W, Chen H, Liu S, Ronquist S, Chen C, Wen X, Stansbury C, Dotson G, Ryan C, Rehemtulla A, Omenn G, Wicha M, Li S, Muir L, Rajapakse I. "Functional Organization of the Maternal and Paternal Human 4D Nucleome." iScience, Volume 24, Issue 12, 17 December 2021, 103452

  17. Brown M, Dotson G, Ronquist S, Emons G, Rajapakse I, Ried T. "TCF7L2 Silencing Reprograms the 4D Nucleome of Colorectal Cancer Cells." Neoplasia, February 2021, Pages 257-269

  18. Sweeney P, Chen C, Rajapakse I, Cone R. "Network Dynamics of Hypothalamic Feeding Neurons." Proceedings of the National Academy of Sciences, 118.14 (2021).

  19. Chen C, Rajapakse I. "Tensor Entropy for Uniform Hypergraphs." IEEE Transactions on Network Science and Engineering 7.4 (2020): 2889-2900.

  20. Chen C, Surana A, Bloch A, Rajapakse I. "Multilinear Control Systems Theory." SIAM Journal on Control and Optimization, 59.1 (2021): 749-776.

  21. Sun Y, Dotson GA, Muir L, Ronquist S, Oravecz-Wilson K, Peltier D, Seike K, Li L, Meixner W, Rajapakse I, Reddy P. "Cohesin Releasing Factor WAPL Regulates Genome Structure and Function of Mature T Cells." bioRxiv doi: 10.1101/2021.01.23.427857 (2020).

  22. Chen C, Surana A, Bloch A, Rajapakse I. "Data-Driven Model Reduction for Multilinear Control Systems via Tensor Trains." arXiv preprint arXiv:1912.03569 (2020)

  23. Ali H, Liu S, Yilmaz Y, Couillet R, Rajapakse I, Hero A. "Latent Heterogeneous Multilayer Community Detection." IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 8142-8146) (2019).

  24. Braun R, Ronquist S, Wangsa D, Chen H, Anthuber L, Gemoll T, Wangsa D, Koparde V, Hunn C, Habermann J, Heselmeyer-Haddad K, Rajapakse I, Ried T. "Single Chromosome Aneuploidy Induces Genome-wide Perturbation of Nuclear Organization and Gene Expression." Neoplasia (2019).

  25. Chen C, Surana A, Bloch A, Rajapakse I. "Multilinear Time Invariant System Theory." 2019 Proceedings of SIAM Conference on Control and its Applications, (pp. 118-125.) (2019).

  26. Chen P, Wu L, Liu S, Rajapakse I. "Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications." 2019 International Conference on Machine Learning (2019).

  27. Liu S, Chen H, Ronquist S, Seaman L, Ceglia N, Chen PY, Higgins G, Baldi P, Smale S, Hero A, Muir LA, Rajapakse I. "Genome Architecture Mediates Transcriptional Control of Human Myogenic Reprogramming." iScience (2018).

  28. Ronquist S, Patterson G, Muir LA, Lindsly S, Chen H, Brown M, Wicha M, Bloch A, Brockett R and Rajapakse I. "Algorithm for Cellular Reprogramming." Proceedings of the National Academy of Sciences 114.45 (2017): 11832-11837.

  29. Ried T and Rajapakse I. "The 4D Nucleome." Methods 123 (2017): 1-2.

  30. Seaman L, and Rajapakse I. "4D Nucleome Analysis Toolbox: Analysis of Hi-C Data with Abnormal Karyotype and Time Series Capabilities." Bioinformatics 34.1 (2017): 104-106.

  31. Ronquist S, Meixner W, Rajapakse I, Snyder J. "Insight into Dynamic Genome Imaging: Canonical framework identification and high-throughput analysis." Methods 123 (2017): 119-127.

  32. Macedonia CR, Johnson CT, Rajapakse I. Advanced Research and Data Methods in Women's Health. Obstetrics & Gynecology. 2017 Feb 1;129(2):249-64.

  33. Seaman L, Chen H, Brown M, Wangsa D, Patterson G, Camps J, Omenn G, Ried T and Rajapakse I. "Nucleome Analysis Reveals Structure–Function Relationships for Colon Cancer." Molecular Cancer Research 15.7 (2017): 821-830.

  34. Rajapakse I, and Smale S. "Emergence of Function from Coordinated Cells in a Tissue." Proceedings of the National Academy of Sciences 114.7 (2017): 1462-1467.

  35. Rajapakse I, and Smale S. "The Pitchfork Bifurcation." International Journal of Bifurcation and Chaos 27.09 (2017): 1750132.

  36. Rajapakse I, and Smale S. "Mathematics of the Genome." Foundations of Computational Mathematics 17.5 (2017): 1195-1217.

  37. Surana A, Patterson G, Rajapakse I. "Dynamic Tensor Time Series Modeling and Analysis." Decision and Control (CDC), 2016 IEEE 55th Conference on. IEEE, 2016.

  38. Chen J, Hero A, and Rajapakse I. "Spectral Identification of Topological Domains." Bioinformatics 32.14 (2016): 2151-2158.

  39. Chen H, Chen J, Muir LA, Ronquist S, Meixner W, Ljungman M, Ried T, Smale S, Rajapakse I. "Functional Organization of the Human 4D Nucleome. " Proceedings of the National Academy of Sciences 112.26 (2015): 8002-8007.

  40. Seaman L, Meixner W, Snyder J, Rajapakse I. Periodicity of nuclear morphology in human fibroblasts. Nucleus. 2015 Sep 3;6(5):408-16.

  41. Chen HM, DeLong CJ, Bame M, Rajapakse I, Herron TJ, McInnis MG, O’shea KS. "Transcripts involved in calcium signaling and telencephalic neuronal fate are altered in induced pluripotent stem cells from bipolar disorder patients." Translational psychiatry 4.3 (2014): e375-e375.

  42. Rajapakse I, Groudine M, Mesbahi M. Dynamics and control of state-dependent networks for probing genomic organization. Proceedings of the National Academy of Sciences. 2011 Oct 18;108(42):17257-62.

  43. Muir LA, Murry CE, Chamberlain JS. Prosurvival factors improve functional engraftment of myogenically converted dermal cells into dystrophic skeletal muscle. Stem cells and development. 2016 Oct 15;25(20):1559-69.

  44. Rajapakse I, Groudine M. On emerging nuclear order. Journal of Cell Biology. 2011 Mar 7;192(5):711-21.

  45. Muir LA, Nguyen QG, Hauschka SD, Chamberlain JS. Engraftment potential of dermal fibroblasts following in vivo myogenic conversion in immunocompetent dystrophic skeletal muscle. Molecular Therapy-Methods & Clinical Development. 2014 Jan 1;1:14025.

  46. Rajapakse I, Groudine M, Mesbahi M. What can systems theory of networks offer to biology?. PLoS computational biology. 2012 Jun 28;8(6):e1002543.

  47. Hannum G, Guinney J, ....... Rajapakse I, Friend S, Ideker T, Zhang K. Genome-wide methylation profiles reveal quantitative views of human aging rates. Molecular cell. 2013 Jan 24;49(2):359-67.

  48. Rajapakse I, Perlman MD, Martin PJ, Hansen JA, Kooperberg C. Multivariate Detection of Gene‐Gene Interactions. Genetic epidemiology. 2012 Sep;36(6):622-30.

  49. Pitt JN, Rajapakse I, Ferre-D’Amare AR. SEWAL: an open-source platform for next-generation sequence analysis and visualization. Nucleic acids research. 2010 Aug 6;38(22):7908-15.

  50. Rajapakse I, Scalzo D, Tapscott SJ, Kosak ST, Groudine M. Networking the nucleus. Molecular systems biology. 2010;6(1):395.

  51. Muir LA, Chamberlain JS. Emerging strategies for cell and gene therapy of the muscular dystrophies. Expert reviews in molecular medicine. 2009 Jun;11.

  52. Rajapakse I, Perlman MD, Scalzo D, Kooperberg C, Groudine M, Kosak ST. The emergence of lineage-specific chromosomal topologies from coordinate gene regulation. Proceedings of the National Academy of Sciences. 2009 Apr 21;106(16):6679-84.

  53. Rajapakse I, Muir L, Martin P. Hardy’s “Small” Discovery Remembered. Notices of the AMS. 2008 Mar;55(3).