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12/02/2022
Adaptive Exploration and Optimization of Materials Crystal Structures
A central problem of materials science is to determine whether a hypothe...
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10/26/2022
Optimal Sub-sampling to Boost Power of Kernel Sequential Change-point Detection
We present a novel scheme to boost detection power for kernel maximum me...
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04/02/2022
Risk-Aware Control and Optimization for High-Renewable Power Grids
The transition of the electrical power grid from fossil fuels to renewab...
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05/27/2021
MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics
Ordinary differential equations (ODEs), commonly used to characterize th...
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04/24/2021
Constrained Minimum Energy Designs
Space-filling designs are important in computer experiments, which are c...
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12/26/2020
Population Quasi-Monte Carlo
Monte Carlo methods are widely used for approximating complicated, multi...
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07/21/2017