| Relic neutrino freeze-out: Dependence on natural constants J Birrell, CT Yang, J Rafelski Nuclear Physics B 890, 481-517, 2015 | 62 | 2015 |
| Compact ultradense matter impactors J Rafelski, L Labun, J Birrell Physical Review Letters 110 (11), 111102, 2013 | 46 | 2013 |
| (f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics J Birrell, P Dupuis, MA Katsoulakis, Y Pantazis, L Rey-Bellet Journal of machine learning research 23 (39), 1-70, 2022 | 44 | 2022 |
| Relic neutrinos: Physically consistent treatment of effective number of neutrinos and neutrino mass J Birrell, CT Yang, P Chen, J Rafelski Physical Review D 89 (2), 023008, 2014 | 33 | 2014 |
| Variational representations and neural network estimation of Rényi divergences J Birrell, P Dupuis, MA Katsoulakis, L Rey-Bellet, J Wang SIAM Journal on Mathematics of Data Science 3 (4), 1093-1116, 2021 | 32 | 2021 |
| Small mass limit of a Langevin equation on a manifold J Birrell, S Hottovy, G Volpe, J Wehr Annales Henri Poincaré 18, 707-755, 2017 | 29 | 2017 |
| Optimizing variational representations of divergences and accelerating their statistical estimation J Birrell, MA Katsoulakis, Y Pantazis IEEE Transactions on Information Theory 68 (7), 4553-4572, 2022 | 26 | 2022 |
| Traveling through the universe: Back in time to the quark-gluon plasma era J Rafelski, J Birrell Journal of Physics: Conference Series 509 (1), 012014, 2014 | 22 | 2014 |
| The transition from ergodic to explosive behavior in a family of stochastic differential equations J Birrell, DP Herzog, J Wehr Stochastic Processes and their Applications 122 (4), 1519-1539, 2012 | 20 | 2012 |
| Structure-preserving gans J Birrell, MA Katsoulakis, L Rey-Bellet, W Zhu Proceedings of the 39th International Conference on Machine Learning 162 …, 2022 | 17 | 2022 |
| Uncertainty quantification for Markov processes via variational principles and functional inequalities J Birrell, L Rey-Bellet SIAM/ASA Journal on Uncertainty Quantification 8 (2), 539-572, 2020 | 15 | 2020 |
| Homogenization of dissipative, noisy, Hamiltonian dynamics J Birrell, J Wehr Stochastic Processes and their Applications 128 (7), 2367-2403, 2018 | 13 | 2018 |
| Quark–gluon plasma as the possible source of cosmological dark radiation J Birrell, J Rafelski Physics Letters B 741, 77-81, 2015 | 13 | 2015 |
| Boltzmann equation solver adapted to emergent chemical non-equilibrium J Birrell, J Wilkening, J Rafelski Journal of Computational Physics 281, 896-916, 2015 | 13 | 2015 |
| A short survey of matter-antimatter evolution in the primordial universe J Rafelski, J Birrell, A Steinmetz, CT Yang Universe 9 (7), 309, 2023 | 12 | 2023 |
| Fugacity and reheating of primordial neutrinos J Birrell, CT Yang, P Chen, J Rafelski Modern Physics Letters A 28 (40), 1350188, 2013 | 9 | 2013 |
| A homogenization theorem for Langevin systems with an application to Hamiltonian dynamics J Birrell, J Wehr Sojourns in Probability Theory and Statistical Physics-I: Spin Glasses and …, 2019 | 7 | 2019 |
| Entropy anomaly in Langevin–Kramers dynamics with a temperature gradient, matrix drag, and magnetic field J Birrell Journal of Statistical Physics 173 (6), 1549-1586, 2018 | 7 | 2018 |
| Dynamical emergence of the Universe into the false vacuum J Rafelski, J Birrell Journal of Cosmology and Astroparticle Physics 2015 (11), 035, 2015 | 7 | 2015 |
| Concentration inequalities and performance guarantees for hypocoercive MCMC samplers J Birrell, L Rey-Bellet arXiv preprint arXiv:1907.11973, 2019 | 6 | 2019 |
