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Sophia Wiechert
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Importance Sampling
Approximate Inference
Monte Carlo
Particle Filtering
Top Venues
CoRR
J. Comput. Appl. Math.
Stat. Comput.
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Publications
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Chiheb Ben Hammouda
,
Nadhir Ben Rached
,
Raúl Tempone
,
Sophia Wiechert
Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection-based approach.
J. Comput. Appl. Math.
446 (2024)
Chiheb Ben Hammouda
,
Nadhir Ben Rached
,
Raúl Tempone
,
Sophia Wiechert
Automated Importance Sampling via Optimal Control for Stochastic Reaction Networks: A Markovian Projection-based Approach.
CoRR
(2023)
Chiheb Ben Hammouda
,
Nadhir Ben Rached
,
Raúl Tempone
,
Sophia Wiechert
Learning-based importance sampling via stochastic optimal control for stochastic reaction networks.
Stat. Comput.
33 (3) (2023)
Chiheb Ben Hammouda
,
Nadhir Ben Rached
,
Raúl Tempone
,
Sophia Wiechert
Optimal Importance Sampling via Stochastic Optimal Control for Stochastic Reaction Networks.
CoRR
(2021)