Davide Piras
University College London
H-index: 6
Europe-United Kingdom
Top articles of Davide Piras
Toward Machine-learning-based Metastudies: Applications to Cosmological Parameters
The Astrophysical Journal Supplement Series
2023/11/13
A representation learning approach to probe for dynamical dark energy in matter power spectra
arXiv preprint arXiv:2310.10717
2023/10/16
Davide Piras
H-Index: 1
CosmoPower-JAX: high-dimensional Bayesian inference with differentiable cosmological emulators
arXiv preprint arXiv:2305.06347
2023/5/10
Towards Bayesian Full-Waveform Source Inversion using Simulation-Based Inference
2023/2/22
A robust estimator of mutual information for deep learning interpretability
Machine Learning: Science and Technology
2023/4/11
Davide Piras
H-Index: 1
Fast and realistic large-scale structure from machine-learning-augmented random field simulations
Monthly Notices of the Royal Astronomical Society
2023/3
Davide Piras
H-Index: 1
Francisco Villaescusa-Navarro
H-Index: 30
Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism
Geophysical Journal International
2023/2
Discovering the building blocks of dark matter halo density profiles with neural networks
Physical Review D
2022/5/27
Davide Piras
H-Index: 1
CosmoPower: emulating cosmological power spectra for accelerated Bayesian inference from next-generation surveys
Monthly Notices of the Royal Astronomical Society
2022/4
Accelerating Bayesian microseismic event location with deep learning
Solid Earth
2021/7/29
Alessio Spurio Mancini
H-Index: 5
Davide Piras
H-Index: 1
Representation Learning for High-Dimensional Data Collection under Local Differential Privacy
arXiv preprint arXiv:2010.12464
2020/10/23
Co-Authors
