Pablo Lemos
University of Sussex
H-index: 29
Europe-United Kingdom
Top articles of Pablo Lemos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Field-level simulation-based inference of galaxy clustering with convolutional neural networks | Physical Review D | Pablo Lemos Liam Parker ChangHoon Hahn Shirley Ho Michael Eickenberg | 2024/4/30 |
Dark Energy Survey Year 3 results: redshift calibration of the MagLim lens sample from the combination of SOMPZ and clustering and its impact on cosmology | Monthly Notices of the Royal Astronomical Society | G Giannini A Alarcon M Gatti A Porredon M Crocce | 2024/1 |
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation | arXiv preprint arXiv:2402.04355 | Pablo Lemos Sammy Sharief Nikolay Malkin Laurence Perreault-Levasseur Yashar Hezaveh | 2024/2/6 |
LtU-ILI: Robust machine learning in astro | Astrophysics Source Code Library | Matthew Ho Deaglan J Bartlett Nicolas Chartier Carolina Cuesta-Lazaro Simon Ding | 2024/3 |
Galaxy clustering analysis with SimBIG and the wavelet scattering transform | Physical Review D | Bruno Régaldo-Saint Blancard ChangHoon Hahn Shirley Ho Jiamin Hou Pablo Lemos | 2024/4/30 |
${\rm S {\scriptsize IM} BIG} $: Cosmological Constraints from the Redshift-Space Galaxy Skew Spectra | arXiv preprint arXiv:2401.15074 | Jiamin Hou Azadeh Moradinezhad Dizgah ChangHoon Hahn Michael Eickenberg Shirley Ho | 2024/1/26 |
Dynamics and potential origins of decimeter-sized particles around comet 67P/Churyumov-Gerasimenko | arXiv preprint arXiv:2402.18613 | Marius Pfeifer Jessica Agarwal Raphael Marschall Björn Grieger Pablo Lemos | 2024/2/28 |
Cosmological constraints from the nonlinear galaxy bispectrum | Physical Review D | ChangHoon Hahn Michael Eickenberg Shirley Ho Jiamin Hou Pablo Lemos | 2024/4/30 |
Cosmological constraints from the tomography of DES-Y3 galaxies with CMB lensing from ACT DR4 | Journal of Cosmology and Astroparticle Physics | GA Marques MS Madhavacheril O Darwish S Shaikh M Aguena | 2024/1/12 |
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities | arXiv preprint arXiv:2402.06121 | Tara Akhound-Sadegh Jarrid Rector-Brooks Avishek Joey Bose Sarthak Mittal Pablo Lemos | 2024/2/9 |
Interpretable machine learning for finding intermediate-mass black holes | The Astrophysical Journal | Mario Pasquato Piero Trevisan Abbas Askar Pablo Lemos Gaia Carenini | 2024/4/9 |
Towards equilibrium molecular conformation generation with GFlowNets | arXiv preprint arXiv:2310.14782 | Alexandra Volokhova Michał Koziarski Alex Hernández-García Cheng-Hao Liu Santiago Miret | 2023/10/20 |
On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling | arXiv preprint arXiv:2402.05098 | Marcin Sendera Minsu Kim Sarthak Mittal Pablo Lemos Luca Scimeca | 2024/2/7 |
{\sc SimBIG}: Cosmological Constraints using Simulation-Based Inference of Galaxy Clustering with Marked Power Spectra | arXiv preprint arXiv:2404.04228 | Elena Massara ChangHoon Hahn Michael Eickenberg Shirley Ho Jiamin Hou | 2024/4/5 |
Posterior sampling of the initial conditions of the universe from non-linear large scale structures using score-based generative models | Monthly Notices of the Royal Astronomical Society: Letters | Ronan Legin Matthew Ho Pablo Lemos Laurence Perreault-Levasseur Shirley Ho | 2024/1 |
LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology | arXiv preprint arXiv:2402.05137 | Matthew Ho Deaglan J Bartlett Nicolas Chartier Carolina Cuesta-Lazaro Simon Ding | 2024/2/6 |
Dark Energy Survey Year 3 results: likelihood-free, simulation-based CDM inference with neural compression of weak-lensing map statistics | arXiv preprint arXiv:2403.02314 | N Jeffrey L Whiteway M Gatti J Williamson J Alsing | 2024/3/4 |
The search for the lost attractor | arXiv preprint arXiv:2311.16306 | Mario Pasquato Syphax Haddad Pierfrancesco Di Cintio Alexandre Adam Pablo Lemos | 2023/11/27 |
Closing the Gap Between Ground Based and In-Situ Observations of Cometary Dust Activity: The Case of Comet 67P | LPI Contributions | R Marschall V Reshetnyk A McIntosh C Snodgrass O Ivanova | 2023/8 |
DES Y3+ KiDS-1000: Consistent cosmology combining cosmic shear surveys | The Open Journal of Astrophysics | TMC Abbott M Aguena A Alarcon O Alves A Amon | 2023/10/20 |
