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cs.LG2023
GRINN: A Physics-Informed Neural Network for solving hydrodynamic systems in the presence of self-gravity
Sayantan Auddy, Ramit Dey, Neal J. Turner +1
Modeling self-gravitating gas flows is essential to answering many fundamental questions in astrophysics. This spans many topics including planet-forming disks, star-forming clouds…
gr-qc2023
Spectrogram correlated stacking: A novel time-frequency domain analysis of the Stochastic Gravitational Wave Background
Ramit Dey, Luís Felipe Longo Micchi, Suvodip Mukherjee +1
The astrophysical stochastic gravitational wave background (SGWB) originates from numerous faint sub-threshold gravitational wave (GW) signals arising from the coalescing binary co…