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Papers matching “Monte Carlo methods” 322

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Efficient Subset Simulation using Hamiltonian Neural Network enhanced Markov Chain Monte Carlo Methods
2024 OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) article Mathematics Markov Chains and Monte Carlo Methods Open access

Denny Thaler

0

citations
Probabilistic geophysical inversion of complex resistivity measurements using the Hamiltonian Monte Carlo method
2024 Geophysical Journal International article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Joost Hase, Florian Wagner, Maximilian Weigand, Andreas Kemna

5

citations
Multidimensional integration using machine learning and Monte Carlo methods for acoustic predictions
2025 ESAIM Proceedings and Surveys article Physics and Astronomy Model Reduction and Neural Networks Open access

Théo Coiffard, Victoria Eshomomoh Laoye, Yolhan Mannes, Nicolas Trafny

0

citations
Numerical smoothing with hierarchical adaptive sparse grids and quasi-Monte Carlo methods for efficient option pricing
2022 Quantitative Finance article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Christian Bayer, Chiheb Ben Hammouda, Raul F. Tempone

9

citations
Multilevel double loop Monte Carlo and stochastic collocation methods with importance sampling for Bayesian optimal experimental design
2020 International Journal for Numerical Methods in Engineering article Decision Sciences Optimal Experimental Design Methods Open access

Joakim Beck, Ben Mansour Dia, Luis Espath, Raul F. Tempone

28

citations
Uncertainty quantification in the Henry problem using the multilevel Monte Carlo method
2024 Journal of Computational Physics article Decision Sciences Probabilistic and Robust Engineering Design Open access

Dmitry Logashenko, Alexander Litvinenko, Raul F. Tempone, Ekaterina Vasilyeva, Gabriel Wittum

5

citations
Uncertainty quantification in coastal aquifers using the multilevel Monte Carlo method
2023 PAMM article Decision Sciences Probabilistic and Robust Engineering Design Open access

Alexander Litvinenko, Dmitry Logashenko, Raul F. Tempone, Ekaterina Vasilyeva, Gabriel Wittum

4

citations
QUANTIFYING UNCERTAIN SYSTEM OUTPUTS VIA THE MULTI-LEVEL MONTE CARLO METHOD-DISTRIBUTION AND ROBUSTNESS MEASURES
2023 International Journal for Uncertainty Quantification article Decision Sciences Probabilistic and Robust Engineering Design Open access

Q. Ayoul-Guilmard, Sebastian Krumscheid, Fabio Nobile

9

citations
Kinetic theories for Metropolis Monte Carlo methods
2025 Communications in Mathematical Sciences article Mathematics Markov Chains and Monte Carlo Methods

Michaël Herty, Christian A. Ringhofer

0

citations
Probabilistic Optimal Power Flow Calculation Using Weighted Quasi-Monte Carlo Method Based on Homotopy Algorithm and Correlation Correction
2026 IEEE Transactions on Power Systems article Engineering Optimal Power Flow Distribution

Junzhou Wang, Xingyu Lin, Sui Peng, Junjie Tang, Ferdinanda Ponci, Antonello Monti

0

citations
Exploring the Sequence of Comonomer Insertion into Growing Poly(ether carbonate) Chains with Monte Carlo Methods
2020 Macromolecules article Materials Science biodegradable polymer synthesis and properties

K. Böhm, Stephanie G. Maerten, Marcel Liauw, Thomas Ernst Müller

12

citations
A Noise‐Robust Monte Carlo Method for Electric Field Calculations in EMC3
2026 Contributions to Plasma Physics article Physics and Astronomy Magnetic confinement fusion research

William De Deyn, Vince Maes, Giovanni Samaey

0

citations
Multilevel Monte Carlo with Numerical Smoothing for Robust and Efficient Computation of Probabilities and Densities
2024 SIAM Journal on Scientific Computing article Economics, Econometrics and Finance Stochastic processes and financial applications

Christian Bayer, Chiheb Ben Hammouda, Raul F. Tempone

2

citations
Enhanced Hamiltonian Monte Carlo simulations using Hamiltonian neural networks
2023 PAMM article Mathematics Markov Chains and Monte Carlo Methods Open access

Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer, Bernd A. Markert, Michael D. Shields

3

citations
Sensitivity and depth of investigation from Monte Carlo ensemble statistics
2020 Geophysical Prospecting article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Christin Bobe, Johannes Keller, Ellen Van De Vijver

0

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
Analysis of a Class of Multilevel Markov Chain Monte Carlo Algorithms Based on Independent Metropolis–Hastings
2023 SIAM/ASA Journal on Uncertainty Quantification article Mathematics Markov Chains and Monte Carlo Methods Open access

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

11

citations
Uncertainty quantification using Hamiltonian Monte Carlo for structural geological modelling with implicit neural representations (INR)
2026 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Kaifeng Gao, M. J. Hillier, Florian Wellmann

0

citations
Multi-objective synthesis planning by means of Monte Carlo Tree search
2025 Artificial Intelligence in the Life Sciences article Computer Science Computational Drug Discovery Methods Open access

Helen Lai, Christos C. Kannas, Alan Kai Hassen, Emma Granqvist, Annie M. Westerlund, Djork-Arné Clevert, +2 more

5

citations
Hierarchical adaptive sparse grids and quasi-Monte Carlo for option pricing under the rough Bergomi model
2020 Quantitative Finance article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

17

citations
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

Franz Bamer, Denny Thaler, Marcus Stoffel, Bernd A. Markert

15

citations
Uncertainty quantification of geologic model parameters in 3D gravity inversion by Hessian-informed Markov chain Monte Carlo
2022 Geophysics article Earth and Planetary Sciences Geological Modeling and Analysis

Zhouji Liang, Florian Wellmann, Omar N. Ghattas

19

citations
Variational Monte Carlo algorithm for lattice gauge theories with continuous gauge groups: A study of ( 2 + 1 ) -dimensional compact QED with dynamical fermions at finite density
2023 Physical Review Research article Physics and Astronomy Quantum Chromodynamics and Particle Interactions Open access

Julian Bender, Patrick Emonts, J. I. Cirac

13

citations
Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters
2021 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics Open access

Matthieu Martin, Sebastian Krumscheid, Fabio Nobile

27

citations
Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics
2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Leonard Elezaj, Franz Bamer, Bernd A. Markert

19

citations