Author

Da-Shan Shang

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Open access Aug 2026

Topologically Plastic Reservoir Computing with Self-rectifying Memristor Arrays

Predicting the evolution of high-dimensional chaotic systems, such as meteorological and climate dynamics, demands hardware-efficient frameworks capable of capturing complex spatio-temporal correlations. While reservoir computing (RC) offers a promising approach, conventional implementations are constrained by fixed...

Zi-Jian Wang, Guo-Bin Zhang, Xue-Meng Fan et al. · National Science Review · 0 citations

#edge computing Oct 2026

Speed-Adaptive In-Sensor Reservoir Computing via Gate-Tunable MoS2-x/MoTe2 Heterojunction Dynamics.

Compact, low-power optoelectronic devices that integrate sensing, memory, and computing have shown substantial potential for realizing software-hardware co-design in artificial intelligence systems. However, existing optoelectronic devices integrating multiple functions typically suffer from fixed carrier dynamics that...

Dong-Yue Li, Wen-Bo Zhang, Jie Xing et al. · ACS Applied Materials and In... · 0 citations

Jul 2026

Deep ensemble neural network-driven modeling of etching process in advanced integrated circuit manufacturing

An autonomous modeling method based on deep ensemble neural networks to construct a high-fidelity physical etching model that can automatically extract and calibrate key model parameters using significantly less experimental data, to achieve predicted profiles that are in excellent agreement with experiments.

Ho-dal Song, Yuxuan Zhai, Ziyi Hu et al. · Journal of Vacuum Science &a... · 0 citations