Differentiable agent-based epidemiology
Mechanistic simulators are an indispensable tool for epidemiology to explore the behavior of complex, dynamic infections under varying conditions and navigate uncertain environments. Agent-based models (ABMs) are an increasingly popular simulation paradigm that can represent the heterogeneity of con...
Prif Awduron: | Chopra, A, Rodríguez, A, Subramanian, J, Quera-Bofarull, A, Krishnamurthy, B, Aditya Prakash, B, Raskar, R |
---|---|
Fformat: | Conference item |
Iaith: | English |
Cyhoeddwyd: |
Association for Computing Machinery
2023
|
Eitemau Tebyg
-
Private agent-based modeling
gan: Chopra, A, et al.
Cyhoeddwyd: (2024) -
Don’t simulate twice: one-shot sensitivity analyses via automatic differentiation
gan: Quera-Bofarull, A, et al.
Cyhoeddwyd: (2023) -
Gradient-assisted calibration for financial agent-based models
gan: Dyer, J, et al.
Cyhoeddwyd: (2023) -
Gradient-Assisted Calibration for Financial Agent-Based Models
gan: Dyer, Joel, et al.
Cyhoeddwyd: (2023) -
BlackBIRDS: Black-Box Inference foR Differentiable Simulators
gan: Quera-Bofarull, A, et al.
Cyhoeddwyd: (2023)