Peer-reviewed publications and preprints since Ergodic was founded. Conference talks and posters are listed here.
High-dimensional inverse design of inertial fusion implosions via differentiable simulation
A. J. Crilly, P. Travis, J. P. Brodrick, J. B. Coughlin, A. S. Joglekar
[arXiv:2606.08827] (2026)
Critical velocity-space mode scalings in linear and nonlinear Landau damping for the Vlasov–Poisson system
N. K. Guberman, J. Coughlin, A. S. Joglekar
[arXiv:2605.16814] (2026)
Differentiable programming for plasma physics: from diagnostics to discovery and design
A. S. Joglekar, A. G. R. Thomas, A. L. Milder, K. G. Miller, J. P. Palastro, D. H. Froula
[arXiv:2603.11231] (2026)
Case study of a differentiable heterogeneous multiphysics solver for a nuclear fusion application
J. B. Coughlin, A. S. Joglekar, J. P. Brodrick, A. Lavin
[arXiv:2511.13262] (2025)
Spatiotemporal control of laser intensity using differentiable programming
K. G. Miller, T. E. Gutierrez, A. S. Joglekar, A. Elliott, D. H. Froula, J. P. Palastro
[arXiv:2510.25673] (2025)
Generative neural reparameterization for differentiable PDE-constrained optimization
A. S. Joglekar
[arXiv:2410.12683] (2024)
On the evolution of a large-amplitude, weakly collisional electron plasma wave
A. S. Joglekar and A. G. R. Thomas
Journal of Plasma Physics 92, E97 (2026)
[Publication] · [arXiv:2603.11225]
Nonlocal effects on thermal transport in hydrodynamic simulations of unmagnetized MagLIF-relevant gaspipes on NIF
R. Y. Lau, D. J. Strozzi, M. Sherlock, M. Weis, A. S. Joglekar, W. A. Farmer, Y. Shi, J. R. Cary
Physics of Plasmas 32, 082104 (2025)
[Publication] · [arXiv:2504.09091]
Single-shot reconstruction of electron beam longitudinal phase space in a laser wakefield accelerator
Y. Ma, M. J. V. Streeter, et al., including A. S. Joglekar
Physical Review X 15, 031062 (2025)
[Publication]
An experimentally informed design process for future inertial confinement fusion facilities
R. K. Follett, A. Colaïtis, et al., including A. S. Joglekar
Physics of Plasmas 32, 042705 (2025)
[Publication]
Qualitative and quantitative enhancement of parameter estimation for model-based diagnostics using automatic differentiation with an application to inertial fusion
A. L. Milder, A. S. Joglekar, W. Rozmus, D. H. Froula
Machine Learning: Science and Technology 5, 015026 (2024)
[Publication] · [Summary]
Machine learning of hidden variables in multiscale fluid simulation
A. S. Joglekar and A. G. R. Thomas
Machine Learning: Science and Technology 4, 035049 (2023)
[Publication] · [arXiv:2306.10709] · [Summary]
Control systems and data management for high-power laser facilities
S. Feister, K. Cassou, et al., including A. Joglekar
High Power Laser Science and Engineering 11, e56 (2023)
[Publication] · [arXiv:2306.01661]
Unsupervised discovery of nonlinear plasma physics using differentiable kinetic simulations
A. S. Joglekar and A. G. R. Thomas
Journal of Plasma Physics 88, 905880608 (2022)
[Publication] · [arXiv:2206.01637] · [Summary]