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07/06/2023
Numerical Methods with Coordinate Transforms for Efficient Brownian Dynamics Simulations
Many stochastic processes in the physical and biological sciences can be...
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08/30/2019
Partitioned integrators for thermodynamic parameterization of neural networks
Stochastic Gradient Langevin Dynamics, the "unadjusted Langevin algorith...
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06/06/2018
Simulating the stochastic dynamics and cascade failure of power networks
For large-scale power networks, the failure of particular transmission l...
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05/22/2018
Langevin Markov Chain Monte Carlo with stochastic gradients
Monte Carlo sampling techniques have broad applications in machine learn...
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07/13/2016