research
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08/31/2023
Efficient Computation of Tucker Decomposition for Streaming Scientific Data Compression
The Tucker decomposition, an extension of singular value decomposition f...
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10/15/2022
Tensor-Train Compression of Discrete Element Method Simulation Data
We propose a framework for discrete scientific data compression based on...
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07/15/2021
Continuous-variable neural-network quantum states and the quantum rotor model
We initiate the study of neural-network quantum state algorithms for ana...
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06/24/2021
Overcoming barriers to scalability in variational quantum Monte Carlo
The variational quantum Monte Carlo (VQMC) method received significant a...
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06/08/2020