Stephen R. Green

13 papers A* 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Flexible Gravitational-Wave Parameter Estimation with Transformers.
CoRR
Annalena Kofler, Maximilian Dax, Stephen R. Green, Jonas Wildberger, Nihar Gupte, Jakob H. Macke, Jonathan Gair, Alessandra Buonanno, Bernhard Schölkopf
2025 J jnl
Real-time inference for binary neutron star mergers using machine learning.
Nat.
Maximilian Dax, Stephen R. Green, Jonathan Gair, Nihar Gupte, Michael Pürrer, Vivien Raymond, Jonas Wildberger, Jakob H. Macke, Alessandra Buonanno, Bernhard Schölkopf
2024 J jnl
Real-time gravitational-wave inference for binary neutron stars using machine learning.
CoRR
Maximilian Dax, Stephen R. Green, Jonathan Gair, Nihar Gupte, Michael Pürrer, Vivien Raymond, Jonas Wildberger, Jakob H. Macke, Alessandra Buonanno, Bernhard Schölkopf
2023 A* conf
Flow Matching for Scalable Simulation-Based Inference.
NeurIPS
Jonas Wildberger, Maximilian Dax, Simon Buchholz, Stephen R. Green, Jakob H. Macke, Bernhard Schölkopf
2023 J jnl
Flow Matching for Scalable Simulation-Based Inference.
CoRR
Maximilian Dax, Jonas Wildberger, Simon Buchholz, Stephen R. Green, Jakob H. Macke, Bernhard Schölkopf
2022 J jnl
Adapting to noise distribution shifts in flow-based gravitational-wave inference.
CoRR
Jonas Wildberger, Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Pürrer, Jakob H. Macke, Alessandra Buonanno, Bernhard Schölkopf
2022 A* conf
Group equivariant neural posterior estimation.
ICLR
Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Deistler, Bernhard Schölkopf, Jakob H. Macke
2022 J jnl
Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference.
CoRR
Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Pürrer, Jonas Wildberger, Jakob H. Macke, Alessandra Buonanno, Bernhard Schölkopf
2022 J jnl
Using machine learning to parametrize postmerger signals from binary neutron stars.
CoRR
Tim Whittaker, William E. East, Stephen R. Green, Luis Lehner, Huan Yang
2021 J jnl
Complete parameter inference for GW150914 using deep learning.
Mach. Learn. Sci. Technol.
Stephen R. Green, Jonathan Gair
2021 J jnl
Group equivariant neural posterior estimation.
CoRR
Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Deistler, Bernhard Schölkopf, Jakob H. Macke
2021 J jnl
Real-time gravitational-wave science with neural posterior estimation.
CoRR
Maximilian Dax, Stephen R. Green, Jonathan Gair, Jakob H. Macke, Alessandra Buonanno, Bernhard Schölkopf
2020 J jnl
Gravitational-wave parameter estimation with autoregressive neural network flows.
CoRR
Stephen R. Green, Christine Simpson, Jonathan Gair