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Aachen authors

Patent citations

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Aachen papers per year

Papers 17

Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach
2020 Statistics and Computing article Mathematics Statistical Methods and Bayesian Inference Open access

55

citations
Generalized parallel tempering on Bayesian inverse problems
2021 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Jonas Latz, Juan P. Madrigal-Cianci, Fabio Nobile, Raul F. Tempone

12

citations
Double-loop importance sampling for McKean–Vlasov stochastic differential equation
2024 Statistics and Computing article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raul F. Tempone

9

citations
State-dependent importance sampling for estimating expectations of functionals of sums of independent random variables
2023 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Eya Ben Amar, Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Raul F. Tempone

7

citations
Probabilistic time series forecasts with autoregressive transformation models
2023 Statistics and Computing article Decision Sciences Forecasting Techniques and Applications Open access

David Rügamer, Philipp F. M. Baumann, Thomas Kneib, Torsten Hothorn

5

citations
Learning-based importance sampling via stochastic optimal control for stochastic reaction networks
2023 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert

4

citations
Taming numerical imprecision by adapting the KL divergence to negative probabilities
2024 Statistics and Computing article Physics and Astronomy Statistical Mechanics and Entropy Open access

Simon Pfahler, Peter Georg, Rudolf Schill, Maren Klever, Lars Grasedyck, Rainer Spang, +1 more

4

citations
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
2025 Statistics and Computing article Engineering Energy Load and Power Forecasting Open access

Khaoula Ben Chaabane, Ahmed Kebaier, Marco Scavino, Raul F. Tempone

3

citations
Multilevel importance sampling for rare events associated with the McKean–Vlasov equation
2024 Statistics and Computing article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raul F. Tempone

1

citations
Filtered Markovian projection: dimensionality reduction in filtering for stochastic reaction networks
2026 Statistics and Computing article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Chiheb Ben Hammouda, Sophia Münker, Raul F. Tempone

1

citations
Laplace-based strategies for Bayesian optimal experimental design with nuisance uncertainty
2024 Statistics and Computing article Decision Sciences Optimal Experimental Design Methods Open access

Arved Bartuska, Luis Espath, Raul F. Tempone

1

citations
Importance sampling for a robust and efficient multilevel Monte Carlo estimator for stochastic reaction networks
2020 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone

1

citations
Efficient importance sampling for large sums of independent and identically distributed random variables
2021 Statistics and Computing article Decision Sciences Probability and Risk Models Open access

Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Gerardo Rubino, Raul F. Tempone

1

citations
Quantifying uncertainty with a derivative tracking SDE model and application to wind power forecast data
2021 Statistics and Computing article Engineering Energy Load and Power Forecasting Open access

Renzo Caballero, Ahmed Kebaier, Marco Scavino, Raul F. Tempone

0

citations
Importance sampling for rare event tracking within the ensemble Kalman filtering framework
2025 Statistics and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

Nadhir Ben Rached, Erik von Schwerin, Gaukhar Shaimerdenova, Raul F. Tempone

0

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2025 Statistics and Computing article Computer Science Medical Image Segmentation Techniques Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2026 Statistics and Computing article Medicine Advanced MRI Techniques and Applications Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations

17 results

Most active Aachen authors

Raul F. Tempone 8,709 citations overall
14 papers
Nadhir Ben Rached 262 citations overall
2 papers
Felix Terhag 41 citations overall
2 papers
Shyam Mohan Subbiah Pillai 11 citations overall
2 papers
Lars Grasedyck 4,644 citations overall
1 paper
David Rügamer 1,136 citations overall
1 paper
Chiheb Ben Hammouda 72 citations overall
1 paper
Maren Klever 42 citations overall
1 paper
Arved Bartuska 12 citations overall
1 paper
Sophia Wiechert 6 citations overall
1 paper
Khaoula Ben Chaabane 4 citations overall
1 paper
Sophia Münker 1 citations overall
1 paper

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Aachen papers per year

Papers 17

Most active Aachen authors

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