Arnau Quera-Bofarull

16 papers A 5Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A differentiable model of supply-chain shocks. CoRR Saad Hamid, José Moran, Luca Mungo, Arnau Quera-Bofarull, Sebastian Towers
2025	J	`jnl`	Automatic Differentiation of Agent-Based Models. CoRR Arnau Quera-Bofarull, Nicholas Bishop, Joel Dyer, Daniel Jarne Ornia, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge
2025	A	`conf`	On the Limits of Agency in Agent-based Models. AAMAS Ayush Chopra, Shashank Kumar, Nurullah Giray Kuru, Ramesh Raskar, Arnau Quera-Bofarull
2024	J	`jnl`	On the limits of agency in agent-based models. CoRR Ayush Chopra, Shashank Kumar, Nurullah Giray Kuru, Ramesh Raskar, Arnau Quera-Bofarull
2024	A	`conf`	Population Synthesis as Scenario Generation for Simulation-based Planning under Uncertainty. AAMAS Joel Dyer, Arnau Quera-Bofarull, Nicholas Bishop, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
2024	A	`conf`	Private Agent-Based Modeling. AAMAS Ayush Chopra, Arnau Quera-Bofarull, Nurullah Giray Kuru, Michael J. Wooldridge, Ramesh Raskar
2024	J	`jnl`	Private Agent-Based Modeling. CoRR Ayush Chopra, Arnau Quera-Bofarull, Nurullah Giray Kuru, Michael J. Wooldridge, Ramesh Raskar
2023	J	`jnl`	Bayesian calibration of differentiable agent-based models. CoRR Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael J. Wooldridge, Joel Dyer
2023	J	`jnl`	BlackBIRDS: Black-Box Inference foR Differentiable Simulators. J. Open Source Softw. Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge
2023	A	`conf`	Differentiable Agent-based Epidemiology. AAMAS Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Arnau Quera-Bofarull, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar
2023	A	`conf`	Don't Simulate Twice: One-Shot Sensitivity Analyses via Automatic Differentiation. AAMAS Arnau Quera-Bofarull, Ayush Chopra, Joseph Aylett-Bullock, Carolina Cuesta-Lázaro, Anisoara Calinescu, Ramesh Raskar, Michael J. Wooldridge
2023	—	`conf`	Gradient-Assisted Calibration for Financial Agent-Based Models. ICAIF Joel Dyer, Arnau Quera-Bofarull, Ayush Chopra, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
2023	J	`jnl`	Some challenges of calibrating differentiable agent-based models. CoRR Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, Michael J. Wooldridge
2021	J	`jnl`	Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement. PLoS Comput. Biol. Joseph Aylett-Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull, Anjali Katta, Katherine Hoffmann Pham, Benjamin Hoover, Hendrik Strobelt, Rebeca Moreno Jimenez, Aidan Sedgewick, Egmond Samir Evers, David Kennedy, Sandra Harlass, Allen Gidraf Kahindo Maina, Ahmad Hussien, Miguel A. Luengo-Oroz
2019	—	`conf`	XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets. Biomedical Applications in Molecular, Structural, and Functional Imaging Joseph Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull
2018	J	`jnl`	XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets. CoRR Joseph Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull