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math.DS2024
Long Sequence Decoder Network for Mobile Sensing
Jiazhong Mei, J. Nathan Kutz
The reconstruction and estimation of spatio-temporal patterns poses significant challenges when sensor measurements are limited. The use of mobile sensors adds additional complexit…
math.DS2024
Sensing with shallow recurrent decoder networks
Jan P. Williams, Olivia Zahn, J. Nathan Kutz
Sensing is a universal task in science and engineering. Downstream tasks from sensing include inferring full state estimates of a system (system identification), control decisions,…