Closed-loop optimization of epitaxial titanium nitride (TiN) thin-film growth was accomplished using metal-organic molecular beam epitaxy (MO-MBE) combined with a Bayesian machine-learning technique and reduced
Closed-loop optimization of fast-charging protocols for batteries with machine learning Peter M. Attia, Aditya Grover, Norman Jin, Kristen A. Severson, Todor M. Markov, Yang-Hung Liao, Michael H. Chen, Bryan Cheong, Nicholas Perkins, Zi Yang, Patrick K. Herring, Muratahan ...
A decentralized closed-loop optimization based on the difference of convex programming is proposed to assemble large telescopes autonomously in-orbit. This study focuses on assembly problems of mirror satellites with six degrees of freedom. Firstly, the hp-Radau pseudospectral collocation method is adopte...
We presented an optical coherence imaging method that can perform sub-micron resolution imaging of targets located up to the depth of 7 scattering mean free paths. The proposed method introduced separate angle-dependent phase corrections for the illumination and reflection paths to preferentially optimize...
(SCLSC). This paper offers a critical review of the literature on SCLSCs, their formulation as mathematical problems and the associated optimization models. No literature reviews were found with the focus, structure, and scope proposed in the present article, given that most publications associated...
Closed Loop approach for Optimization As shown in Figure 10, this closed loop approach can offer two types of optimizations as below: ● Optimizing the network by applying the known remediation action associated with the service deviation. ● Optimize the netwo...
一个场景可用元组 (M,S1:TEV,S1:TOV) 表示, 为主车,为对抗车辆,为地图EV为主车,OV为对抗车辆,M为地图context,X=(M,S1:tEV,S1:tOV) 表示历史信息, YEV=St:TEV,YOV=St:TOV 表示未来轨迹,对于对抗车辆而言,它们的目标就是产生轨迹 YOV 与主车策略产生的轨迹 YEV 相撞Coll=True,the optimization of fa...
there is no professional or other personal interest of any nature or kind in any product, service and/or company that could be construed as influencing the position presented in, or the review of, the manuscript entitled, ‘The effect of closed-loop optimization enhances the MEMS lidar for rap...
This optimization process scales as a polynomial with respect to the number of free parameters that specifies a candidate control sequence. This latter condition is typically true for realistic settings, where (1) we are typically limited to one and two-body interactions, such that the number of...
Advances in technologies that can record and stimulate deep brain activity in humans have led to impactful discoveries within the field of neuroscience and contributed to the development of novel therapies for neurological and psychiatric disorders. Furt