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Arnau Quera-Bofarull
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XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets
J Bullock, C Cuesta-Lázaro, A Quera-Bofarull
Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and …, 2019
1172019
June: open-source individual-based epidemiology simulation
J Aylett-Bullock, C Cuesta-Lazaro, A Quera-Bofarull, M Icaza-Lizaola, ...
Royal Society open science 8 (7), 210506, 2021
34*2021
Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox’s Bazar settlement
J Aylett-Bullock, C Cuesta-Lazaro, A Quera-Bofarull, A Katta, ...
PLOS Computational Biology 17 (10), e1009360, 2021
20*2021
Bayesian emulation and history matching of JUNE
I Vernon, J Owen, J Aylett-Bullock, C Cuesta-Lazaro, J Frawley, ...
Philosophical Transactions of the Royal Society A 380 (2233), 20220039, 2022
192022
Gravitational corrections to light propagation in a perturbed FLRW universe and corresponding weak-lensing spectra
C Cuesta-Lazaro, A Quera-Bofarull, R Reischke, BM Schäfer
Monthly Notices of the Royal Astronomical Society 477 (1), 741-754, 2018
132018
Differentiable agent-based epidemiology
A Chopra, A Rodríguez, J Subramanian, A Quera-Bofarull, ...
arXiv preprint arXiv:2207.09714, 2022
122022
Q wind code release: a non-hydrodynamical approach to modelling line-driven winds in active galactic nuclei
A Quera-Bofarull, C Done, C Lacey, JC McDowell, G Risaliti, M Elvis
Monthly Notices of the Royal Astronomical Society 495 (1), 402-412, 2020
122020
Bayesian calibration of differentiable agent-based models
A Quera-Bofarull, A Chopra, A Calinescu, M Wooldridge, J Dyer
arXiv preprint arXiv:2305.15340, 2023
82023
Don't Simulate Twice: One-Shot Sensitivity Analyses via Automatic Differentiation
A Quera-Bofarull, A Chopra, J Aylett-Bullock, C Cuesta-Lazaro, ...
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
62023
Some challenges of calibrating differentiable agent-based models
A Quera-Bofarull, J Dyer, A Calinescu, M Wooldridge
arXiv preprint arXiv:2307.01085, 2023
52023
Epidemiological modelling in refugee and internally displaced people settlements: challenges and ways forward
J Aylett-Bullock, RT Gilman, I Hall, D Kennedy, ES Evers, A Katta, ...
BMJ Global Health 7 (3), e007822, 2022
52022
Vaccinations or non-pharmaceutical interventions: safe reopening of schools in England
C Cuesta-Lazaro, A Quera-Bofarull, J Aylett-Bullock, BN Lawrence, ...
MedRxiv, 2021.09. 07.21263223, 2021
52021
BlackBIRDS: Black-Box Inference foR Differentiable Simulators
A Quera-Bofarull, J Dyer, A Calinescu, JD Farmer, M Wooldridge
Journal of Open Source Software 8 (89), 2023
22023
Gradient-assisted calibration for financial agent-based models
J Dyer, A Quera-Bofarull, A Chopra, JD Farmer, A Calinescu, ...
Proceedings of the Fourth ACM International Conference on AI in Finance, 288-296, 2023
12023
qwind3: UV line-driven accretion disc wind models for AGN feedback
A Quera-Bofarull, C Done, CG Lacey, M Nomura, K Ohsuga
Monthly Notices of the Royal Astronomical Society 518 (2), 2693-2711, 2023
12023
Decentralized agent-based modeling
A Chopra, A Quera-Bofarull, NG Kuru, R Raskar
Multi-Agent Security Workshop@ NeurIPS'23, 2023
2023
Bayesian calibration of differentiable agent-based models (preprint)
A Quera-Bofarull, A Chopra, A Calinescu, M Wooldridge, J Dyer
2023
Population synthesis as scenario generation for simulation-based planning under uncertainty
J Dyer, A Quera-Bofarull, N Bishop, JD Farmer, A Calinescu, ...
Association for Computing Machinery, 2023
2023
Ultraviolet line-driven disc winds as a feedback mechanism in bright active galactic nuclei
A Quera-Bofarull
Durham University, 2022
2022
JUNE: open-source individual-based epidemiology simulation (preprint)
F Krauss, J Bullock, C Cuesta-Lazaro, A Quera-Bofarull, M Icaza-Lizaola, ...
2020
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