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20202026
most citedSBSM-Pro: Support Bio-sequence Machine for Proteins

332 citations

Showing 2026Show all

5 papers · 1 filter

math.OC2026★ 2 cited

Generalized Global Self-Optimizing Control for Chemical Processes: Part II Objective-Guided Controlled Variable Learning Approach

Chenchen Zhou, Hongxin Su, Xinhui Tang +3

Self-optimizing control (SOC) aims to maintain near-optimal process operation by judiciously selecting controlled variables (CVs). In this series of work, the generalized global SO…

math.OC2026★ 7 cited

Global self-optimizing control of batch processes

Chenchen Zhou, Hongxin Su, Xinhui Tang +2

This work considers to achieve near-optimal operation for a class of batch processes by employing self-optimizing control (SOC). Comparing with a continuous one, a batch process ex…

math.OC2026★ 5 cited

Dynamic Controlled Variables Based Dynamic Self-Optimizing Control

Chenchen Zhou, Shaoqi Wang, Hongxin Su +3

Self-optimizing control is a strategy for selecting controlled variables, where the economic objective guides the selection and design of controlled variables, with the expectation…

math.OC2026★ 7 cited

Performance guaranteed MPC Policy Approximation via Cost Guided Learning

Chenchen Zhou, Yi Cao, Shuang-hua Yang

Model predictive control (MPC) is widely used in industries but implementing it poses challenges due to hardware or time constraints. A promising solution is to approximate the MPC…

gr-qc2026

Conformal symmetry in force-free electrodynamics

Huiquan Li, Jianyong Wang

It is shown that conformal symmetry exists in force-free electrodynamics (FFE) in Minkowski spacetime, a foundational framework for describing magnetospheres around astronomical ob…