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06/12/2023
Least-Squares Neural Network (LSNN) Method For Linear Advection-Reaction Equation: Non-constant Jumps
The least-squares ReLU neural network method (LSNN) was introduced and s...
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01/15/2023
Least-Squares Neural Network (LSNN) Method for Linear Advection-Reaction Equation: General Discontinuous Interface
We studied the least-squares ReLU neural network method (LSNN) for solvi...
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11/19/2021
Learn Quasi-stationary Distributions of Finite State Markov Chain
We propose a reinforcement learning (RL) approach to compute the express...
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10/21/2021
