Weiwei Li

Process-Inspired Latent Dynamics for Direct Multi-Step Regional Sea Surface Temperature Forecasting

Sea surface temperature (SST) forecasts support marine environmental monitoring, hazard assessment, and operational ocean services. Regional multi-step prediction remains difficult because SST-only models must represent transport, spatial spreading, and local nonlinear variation...

The effect of solid‐state fermentation on the bioaccessibility and in vitro gut microbiota modulation of soybean isoflavones

Abstract Background Soybean isoflavones mainly exist as isoflavone glycosides with poor bioaccessibility, which limits their functional application. Bioprocessing is commonly used as an effective strategy to enhance the nutritional quality of plant‐based foods. However, previous...

A Fuzzy Gain-Scheduled Time Base Generator for Fixed-Time Leader-Following Tracking Consensus of Feedforward Nonlinear Multi-Agent Systems

This paper proposes a fuzzy gain-scheduled time base generator (FGS-TBG) framework for prescribed fixed-time leader-following consensus of Lipschitz feedforward nonlinear multi-agent systems (FNMASs) with a dynamic leader under distributed output feedback. Existing TBG-based fixe...

Local Correlation-Based Machine Learning Enables Coupled-Cluster-Level Energetics for Thousand-Atom Molecular Systems

Abstract Data-intensive molecular workflows increasingly require consistent energies for many molecules and configurations. High-accuracy data are much scarcer because the small energy differences governing conformational preferences and molecular recognition can require an accur...

Towards COLREGs-aware ship collision avoidance with multi-agent PPO-LSTM in maritime IoT

Maritime Autonomous Surface Ships are expected to operate in a maritime IoT environment, where distributed sensing, V2V/AIS/VDES communication links, and electronic charts jointly support perception–decision–control loops for safe navigation in congested waters. A key challenge i...