Wei-Ting Hsu

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In recent years, several automated scale-down bioreactor systems have been developed to increase efficiency in cell culture process development. ambr™ is an automated workstation that provides individual monitoring and control of culture dissolved oxygen and pH in single-use, stirred-tank bioreactors at a working volume of 10-15 mL. To evaluate the ambr™(More)
A novel noise whitening technique of blind subspace channel estimations is proposed for cyclic prefixing multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems. A fast convergence subspace channel estimation for cyclic prefixed MIMO-OFDM systems was presented in [1] where the repetition index was used to increase the(More)
Introduction We aimed to train an agent through Reinforcement Learning to beat a human at the card game ZSY. The inputs are the game states at each particular turn and the outputs are the optimal move given the input game state. Below are the abbreviated game rules: 1. A game consists of a number of rounds and each round has a number of turns. Both players(More)
Recent reports highlight the impact of copper on lactate metabolism: CHO cell cultures with higher initial copper levels shift to net lactate consumption and yield lower final lactate and higher titers. These studies investigated the effects of copper on metabolite and transcript profiles, but did not measure in detail the dependences of cell culture(More)
In music composition, melody is relatively easy to generate: a piece composed even by an amateur can be pleasing at times. However, chords composition typically requires some musical background to have them be acoustically in harmony. In this report, we designed a system to generate chords matching a given melody using several models and draw similarities(More)
The repetition index scheme (RIS) is often applied to the channel estimation of orthogonal frequency division multiplexing (OFDM) systems in the scenario that the numbers of receive antennas and transmit antennas are equal. In this paper, we apply RIS method to the channel estimation of cyclic prefixing (CP) multiple-input multiple-output (MIMO) OF DM(More)
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