A Practical End-to-End Inventory Management Model with Deep Learning
We investigate a data-driven multiperiod inventory replenishment problem with uncertain demand and vendor lead time (VLT) with accessibility to a large quantity of historical data. Different from t…
When Shared Autonomous Electric Vehicles Meet Microgrids : Citywide Energy-Mo…
Problem definition: We develop a crossdisciplinary analytics framework to understand citywide mobility-energy synergy. In particular, we investigate the potential of shared autonomous electric vehi…
Distributionally Robust Conditional Quantile Prediction with Fixed Design
Conditional quantile prediction involves estimating/predicting the quantile of a response random variable conditioned on observed covariates. The existing literature assumes the availability of ind…
A 1.4-kW Mode-Controllable Fiber Laser System
We demonstrated a mode-controllable fiber laser system with output power of 1.4 kW level. The system consists of a kilowatt-scale master oscillator power amplifier and an active feedback control sy…
The Order Calibration of Vernier Squared Envelope Extracted by the Hilbert-Hu…
The Vernier effect can amplify the sensitivity of the sensor, but its effective spectral range is usually limited to one free spectral range (FSR). Once the envelope shifts beyond one FSR, it will …
Double Phase Matching in MZI With Antiresonant Effect for Optical Fiber Senso…
In the traditional Mach-Zehnder interferometer, only one phase matching condition needs to be satisfied for destructive interference. Here, we propose and demonstrate a Mach-Zehnder interferometer …
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