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Jeremiah Birrell
Jeremiah Birrell
Visiting Assistant Professor, UMass Amherst
Verified email at math.umass.edu
Title
Cited by
Cited by
Year
Relic neutrino freeze-out: Dependence on natural constants
J Birrell, CT Yang, J Rafelski
Nuclear Physics B 890, 481-517, 2015
562015
Compact ultradense matter impactors
J Rafelski, L Labun, J Birrell
Physical Review Letters 110 (11), 111102, 2013
392013
(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
322022
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
292017
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
282014
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
242021
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
212014
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
192022
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
192012
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
152020
Homogenization of dissipative, noisy, Hamiltonian dynamics
J Birrell, J Wehr
Stochastic Processes and their Applications 128 (7), 2367-2403, 2018
132018
Quark–gluon plasma as the possible source of cosmological dark radiation
J Birrell, J Rafelski
Physics Letters B 741, 77-81, 2015
122015
Boltzmann equation solver adapted to emergent chemical non-equilibrium
J Birrell, J Wilkening, J Rafelski
Journal of Computational Physics 281, 896-916, 2015
122015
Structure-preserving gans
J Birrell, MA Katsoulakis, L Rey-Bellet, W Zhu
Proceedings of the 39th International Conference on Machine Learning 162 …, 2022
102022
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
72018
A short survey of matter-antimatter evolution in the primordial universe
J Rafelski, J Birrell, A Steinmetz, CT Yang
Universe 9 (7), 309, 2023
62023
Concentration inequalities and performance guarantees for hypocoercive MCMC samplers
J Birrell, L Rey-Bellet
arXiv preprint arXiv:1907.11973, 2019
62019
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
62019
Dynamical emergence of the Universe into the false vacuum
J Rafelski, J Birrell
Journal of Cosmology and Astroparticle Physics 2015 (11), 035, 2015
52015
Proposal for resonant detection of relic massive neutrinos
J Birrell, J Rafelski
The European Physical Journal C 75, 1-8, 2015
52015
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