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Papers matching “Monte Carlo integration” 90

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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
Coupled Anharmonic Thermochemistry from Stratified Monte Carlo Integration
2021 Journal of Chemical Information and Modeling article Physics and Astronomy Advanced Chemical Physics Studies

Gabriel Rath, Wassja A. Kopp, Kai O. Leonhard

2

citations
Monte Carlo Approach Towards Evaluating Random Number Generators Based on Mathematical Schemes Driven from Chua's Circuit
2020 Contemporary Mathematics article Physics and Astronomy Chaos control and synchronization Open access

Aidin Momtaz, Ehsan Qoreishi, Sarah Amini, Sanaz Haddadian

1

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
Uncertainty quantification of offshore wind farms using Monte Carlo and sparse grid
2021 Energy Sources Part B Economics Planning and Policy article Engineering Wind Energy Research and Development

Pascal Richter, Jannick Wolters, Martin Frank

8

citations
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
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
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
GATE 10 Monte Carlo particle transport simulation: II. Architecture and innovations
2025 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access

Nils Krah, Nicolas Arbor, Thomas Baudier, Julien Bert, Konstantinos Chatzipapas, Martina Favaretto, +26 more

7

citations
Linear Monte Carlo quadrature with optimal confidence intervals
2024 Journal of Complexity article Mathematics Mathematical Approximation and Integration Open access

Robert J. Kunsch

0

citations
Advanced Monte Carlo simulations of emission tomography imaging systems with GATE
2021 Physics in Medicine and Biology article Medicine Medical Imaging Techniques and Applications Open access

David Sarrut, Mateusz Bała, Manuel Bardiès, Julien Bert, M. Chauvin, Konstantinos Chatzipapas, +28 more

208

citations
Monte Carlo Tree Search as an intelligent search tool in structural design problems
2021 Engineering With Computers article Computer Science Artificial Intelligence in Games Open access cited by 1 patent

Leonardo Rossi, Mark H. M. Winands, Christoph Butenweg

29

citations
A coupled Monte Carlo–Pareto approach for sustainable asphalt mix optimization: Life cycle insights into green hydrogen and reclaimed materials
2026 Journal of Cleaner Production article Engineering Asphalt Pavement Performance Evaluation Open access

Manouchehr Shokri, Marzia Traverso, Rose Nangah Mankaa

3

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
Towards conditioning discrete fracture network models: a Monte Carlo simulation approach including existing site data
2023 Safety of Nuclear Waste Disposal article Environmental Science Groundwater flow and contamination studies Open access

Klaus Fischer-Appelt, Frank Charlier

0

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
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
A review of probabilistic resource adequacy assessments in power systems: Methods, applications, and future challenges
2025 Energy Policy article Engineering Power System Reliability and Maintenance Open access

Marius Tillmanns, J. Schöttler, Aaron Praktiknjo

12

citations
An offline multi‐scale unsaturated poromechanics model enabled by self‐designed/self‐improved neural networks
2021 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow

Yousef Heider, Hyoung Suk Suh, WaiChing Sun

36

citations
Reliability Aspects of 28 nm BEOL‐Integrated Resistive Switching Random Access Memory
2023 physica status solidi (a) article Engineering Advanced Memory and Neural Computing Open access

Stefan Wiefels, Nils Kopperberg, Karl Hofmann, J. Otterstedt, Dirk J. Wouters, Rainer M. Waser, +1 more

22

citations
DeepXS: fast approximation of MSSM electroweak cross sections at NLO
2020 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Sydney Otten, Krzysztof Rolbiecki, S. Caron, Jong Soo Kim, Roberto Ruiz de Austri, Jamie Tattersall

0

citations
Endurance of 2 Mbit Based BEOL Integrated ReRAM
2022 IEEE Access article Engineering Advanced Memory and Neural Computing Open access

Nils Kopperberg, Stefan Wiefels, Karl Hofmann, J. Otterstedt, Dirk J. Wouters, Rainer M. Waser, +1 more

16

citations
Time-step restrictions for explicit integration of damped moving-load beam problems, and two remedies
2026 Zenodo (CERN European Organization for Nuclear Research) article Mathematics Numerical methods for differential equations Open access

Muhammet Emir Fil

0

citations
Time-step restrictions for explicit integration of damped moving-load beam problems, and two remedies
2026 Zenodo (CERN European Organization for Nuclear Research) article Mathematics Numerical methods for differential equations Open access

Muhammet Emir Fil

0

citations
Uncertainty Quantification in Integrated Fuel and Process Design
2024 Energy & Fuels article Engineering Process Optimization and Integration Open access

Marian Panofen, Philipp Ackermann, Jörn Viell, Alexander Mitsos, Manuel Dahmen

11

citations