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06/05/2022
Discontinuity Computing with Physics-Informed Neural Network
How to simulate shock waves and other discontinuities is a long history ...
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02/21/2021
Inverse Gaussian Process regression for likelihood-free inference
In this work we consider Bayesian inference problems with intractable li...
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11/20/2019
Bayesian optimization with local search
Global optimization finds applications in a wide range of real world pro...
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10/11/2019
Maximizing conditional entropy of Hamiltonian Monte Carlo sampler
The performance of Hamiltonian Monte Carlo (HMC) sampler depends critica...
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11/23/2018