Maximilien Germain - Concepedia

Author

Maximilien Germain

Laboratoire de Probabilités, Statistique et Modélisation ORCID

Also Known As

Germain, Maximilien, Maximilien Germain

Publications

187

Citations

H-Index

Concepts

All Affiliations

Laboratoire de Probabilités, Statistique et Modélisation Université Paris Cité Électricité de France (France)Université Paris Dauphine-PSL Laboratoire de Probabilités et Modèles Aléatoires

About

Maximilien Germain is an author at Laboratoire de Probabilités, Statistique et Modélisation specializing in engineering, numerical analysis, and stochastic calculus.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	99
2	Physics	2	2	52
3	Natural Sciences	1	1	17
4	Deep Learning	1	1	15
5	Machine Learning	1	1	15

Maximilien Germain

Publications

161

Citations

H-Index

Page 1

	Year	Citations
Approximation Error Analysis of Some Deep Backward Schemes for Nonlinear PDEs Maximilien Germain, Huyên Pham, Xavier Warin SIAM Journal on Scientific Computing	2022	46
Numerical Resolution of McKean-Vlasov FBSDEs Using Neural Networks Maximilien Germain, Joseph Mikael, Xavier Warin Methodology And Computing In Applied Probability Numerical AnalysisSuper-resolution ImagingNumerical ResolutionEngineeringPhysics	2022	35
A numerical scheme for stochastic differential equations with distributional drift Tiziano De Angelis, Maximilien Germain, Elena Issoglio Stochastic Processes and their Applications Numerical AnalysisEngineeringStochastic CalculusStochastic Dynamical SystemNumerical Scheme	2022	17
Rate of convergence for particle approximation of PDEs in Wasserstein space Maximilien Germain, Huyên Pham, Xavier Warin Journal of Applied Probability Numerical AnalysisLarge DeviationsEngineeringN -Particle ApproximationStochastic Analysis	2022	17
Neural networks-based algorithms for stochastic control and PDEs in finance Maximilien Germain, Huyên Pham, Xavier Warin arXiv (Cornell University)	2021	16
Neural networks-based backward scheme for fully nonlinear PDEs Huyên Pham, Xavier Warin, Maximilien Germain Partial Differential Equations and Applications Numerical AnalysisNonlinear System IdentificationEngineeringPde-constrained OptimizationMultiphysics Modeling	2021	15
DeepSets and Their Derivative Networks for Solving Symmetric PDEs Maximilien Germain, Mathieu Laurière, Huyên Pham, Journal of Scientific Computing Geometric LearningEngineeringMachine LearningPde-constrained OptimizationDeep Learning	2022	15

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