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Mean-field control variate methods for kinetic equations with uncertainties and applications to socioeconomic sciences8citations
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Efficient importance sampling for large sums of independent and identically distributed random variables2021 White Rose Research Online (University of Leeds, The University of Sheffield, University of York) article Mathematics Markov Chains and Monte Carlo Methods Open access
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Gerardo Rubino, Raul F. Tempone
11citations -
Saliva as a sampling matrix for therapeutic drug monitoring of gentamicin in neonates: A prospective population pharmacokinetic and simulation study2021 British Journal of Clinical Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Amadou Samb, Matthijs D. Kruizinga, Younes Tallahi, Michiel Joost van Esdonk, Willemijn van Heel, Gertjan J. Driessen, +6 more
17citations -
Constraining stochastic 3-D structural geological models with topology information using approximate Bayesian computation in GemPy 2.12021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Alexander Schaaf, Miguel de la Varga, Florian Wellmann, Clare Elizabeth Bond
26citations -
Almanac: MCMC-based signal extraction of power spectra and maps on the sphere2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Elena Sellentin, Arthur Loureiro, L Whiteway, J. S. Lafaurie, S. T. Balan, Malak Olamaie, +2 more
8citations -
Almanac: Weak Lensing power spectra and map inference on the masked sphere2023 The Open Journal of Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Arthur Loureiro, L Whiteway, Elena Sellentin, Javier Silva Lafaurie, Andrew H. Jaffe, Alan Heavens
13citations -
Double-loop importance sampling for McKean–Vlasov stochastic differential equation2024 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
9citations -
Automated importance sampling via optimal control for stochastic reaction networks: A Markovian projection–based approach2024 Journal of Computational and Applied Mathematics article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Chiheb Ben Hammouda, Nadhir Ben Rached, Raul F. Tempone, Sophia Wiechert
2citations -
Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks2024 Structural Safety article Decision Sciences Probabilistic and Robust Engineering Design Open access
Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd A. Markert, Michael D. Shields
24citations