Faculty Profile for Dr. Jeremiah Birrell

Selected Scholarly/Creative Work

• Birrell, J., Formanek, M., Steinmetz, A., Yang, C. T., & Rafelski, J. (2024). Fermi-Dirac Integrals in Degenerate Regimes: Novel Asymptotic Expansion. International Journal of Theoretical Physics, 63(7). https://doi.org/10.1007/s10773-024-05695-8
• Rafelski, J., Birrell, J., Steinmetz, A., & Yang, C. T. (2023). A Short Survey of Matter-Antimatter Evolution in the Primordial Universe. Universe, 9(7), 309. https://doi.org/10.3390/universe9070309
• Birrell, J., Katsoulakis, M. A., & Pantazis, Y. (2022). Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation. IEEE Transactions on Information Theory, 68(7), 4553–4572. https://doi.org/10.1109/tit.2022.3160659
• Birrell, J., Katsoulakis, M. A., Rey-Bellet, L., & Zhu, W. (2022). Structure-preserving GANs. In Proceedings of Machine Learning Research (Vol. 162, pp. 1982–2020). Retrieved from https://api.elsevier.com/content/abstract/scopus_id/85140356394
• Birrell, J., Dupuis, P., Katsoulakis, M. A., Pantazis, Y., & Rey-Bellet, L. (2022). (f,Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics. Journal of Machine Learning Research, 23. Retrieved from https://api.elsevier.com/content/abstract/scopus_id/85124222528