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Langevin Dynamics Study on the Driven Translocation of Polymer Chains with a Hairpin Structure.

• Authors : Wu, Fan¹ (AUTHOR) ; Yang, Xiao¹ (AUTHOR) ; Wang, Chao¹ (AUTHOR)

Subjects: *MACROMOLECULES; *POLYMERS; *PROBABILITY theory

• Source: Molecules. Sep2024, Vol. 29 Issue 17, p4042. 15p.

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Accelerating Convergence of Langevin Dynamics via Adaptive Irreversible Perturbations.

• Authors : Wu, Zhenqing¹ (AUTHOR) ; Huang, Zhejun¹ (AUTHOR) ; Wu, Sijin^1,2 (AUTHOR)

Subjects: *MARKOV chain Monte Carlo

• Source: Mathematics (2227-7390). Jan2024, Vol. 12 Issue 1, p118. 16p.

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Memory Corrections to Markovian Langevin Dynamics.

• Authors : Wiśniewski, Mateusz¹ (AUTHOR); Łuczka, Jerzy¹ (AUTHOR); Spiechowicz, Jakub¹ (AUTHOR)

Subjects: *LANGEVIN equations; *MEMORY; *PARTICLE dynamics

• Source: Entropy. May2024, Vol. 26 Issue 5, p425. 10p.

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Convergence of Nonequilibrium Langevin Dynamics for Planar Flows.

• Authors : Dobson, Matthew¹ (AUTHOR) ; Geraldo, Abdel Kader A.¹ (AUTHOR)

Subjects: *SHEAR flow; *STOCHASTIC convergence

• Source: Journal of Statistical Physics. May2023, Vol. 190 Issue 5, p1-15. 15p.

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On Explicit L2-Convergence Rate Estimate for Underdamped Langevin Dynamics.

• Authors : Cao, Yu¹ (AUTHOR); Lu, Jianfeng^2,3,4 (AUTHOR); Wang, Lihan⁵ (AUTHOR)

• Source: Archive for Rational Mechanics & Analysis. Oct2023, Vol. 247 Issue 5, p1-34. 34p.

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Nonasymptotic Estimates for Stochastic Gradient Langevin Dynamics Under Local Conditions in Nonconvex Optimization.

• Authors : Zhang, Ying¹ (AUTHOR) ; Akyildiz, Ömer Deniz² (AUTHOR); Damoulas, Theodoros^3,4 (AUTHOR)

Subjects: *ALGORITHMS

• Source: Applied Mathematics & Optimization. Apr2023, Vol. 87 Issue 2, p1-41. 41p.

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Homogenization results for the generator of multiscale Langevin dynamics in weighted Sobolev spaces.

• Authors : Zanoni, Andrea¹ (AUTHOR)

Subjects: *SOBOLEV spaces; *ASYMPTOTIC homogenization; *LANGEVIN equations

• Source: IMA Journal of Applied Mathematics. Feb2023, Vol. 88 Issue 1, p67-101. 35p.

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Learning and Inference in Sparse Coding Models With Langevin Dynamics.

• Authors : Fang, Michael Y.-S.^1,2 (AUTHOR) ; Mudigonda, Mayur² (AUTHOR) ; Zarcone, Ryan^2,3 (AUTHOR)

Subjects: *LATENT variables; *DYNAMICAL systems; *ELECTRONIC systems

• Source: Neural Computation. Aug2022, Vol. 34 Issue 8, p1676-1700. 25p. 4 Black and White Photographs, 5 Graphs.

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Approximation to Stochastic Variance Reduced Gradient Langevin Dynamics by Stochastic Delay Differential Equations.

• Authors : Chen, Peng^1,2,3 (AUTHOR); Lu, Jianya^2,3 (AUTHOR); Xu, Lihu^2,3 (AUTHOR)

• Source: Applied Mathematics & Optimization. Apr2022, Vol. 85 Issue 2, p1-43. 43p.

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Choice of damping coefficient in Langevin dynamics.

• Authors : Skeel, Robert D.¹ (AUTHOR) ; Hartmann, Carsten² (AUTHOR)

• Source: European Physical Journal B: Condensed Matter. Sep2021, Vol. 94 Issue 9, p1-13. 13p.

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