Wuhan Engineering Science & Technology Institute

Integrating Advanced Research Methods into Teaching Practice: Optimization of Water Caltrop Shell Extract Yield as a Green Corrosion Inhibitor Based on Response Surface Methodology

Abstract Traditional laboratory teaching often relies heavily on confirmatory experiments, which may provide limited opportunities for students to practice experimental design, data interpretation, and model-based decision-making. Building on our group’s prior work, we designed a...

Multi-objective constructal designs of a radiator with rectangular cooling channels and porous fins via composite-function, ANN and NSGA-II

A radiator model with rectangular cooling channels and porous fins is established in this study. With the premise of given volumes of cooling channels and porous fins, constructal design for the radiator is performed by varying the cooling channel aspect ratio ( γ c ) and ratio (...

Halogen Doping Selectively Induces a High-Spin State in Octahedral Cobalt Sites for Boosting Electrochemiluminescence

Abstract In luminol-dissolved oxygen electrochemiluminescence (ECL) systems, endogenous O2 serves as a co-reactant, generating reactive oxygen species (ROS) in situ through cathodic oxygen reduction reaction (ORR). However, this process is constrained by spin-restricted kinetics...

Kinetic Regulation of Intercalation-Assisted Crystallization in Hybrid Evaporation–Solution Perovskite Solar Cells

Abstract Hybrid evaporation–solution processing offers a promising route for high-efficiency perovskite solar cells; however, the dense lead iodide (PbI2) framework leads to competing intercalation and dissolution–recrystallization pathways, resulting in incomplete conversion and...

ML-driven large-scale heterogeneous music-traffic data analysis

A personalized music recommendation system can construct a user’s music preference model based on the user’s historical music behaviors and recommend music that the user is interested in. Typically, users’ music preferences are divided into long and short-term preferences. The on...

Theoretical and experimental investigation of compensation-chamber effects in an open-loop heat pipe

An open-loop heat pipe (OLHP) with a circular flat evaporator was developed by opening the liquid return path of a conventional loop heat pipe (LHP). Condensate is discharged from the condenser as product water, while feedwater is supplied externally to the compensation chamber....

Reinforcement Learning-Assisted Quantum Simulation of Many-Body Excited States and Real-Time Dynamics

Abstract The computation of electronic excited states and real-time quantum dynamics of many-Fermion systems is among the most promising applications of near-term quantum computing. In this work, we generalize the reinforcement learning contracted quantum eigensolver (RL-CQE), pr...

The Interfacial Proton-Transfer Pathway Boosted Acidic Oxygen Evolution

Abstract Developing efficient and durable acidic oxygen evolution reaction (OER) catalysts for the proton exchange membrane water electrolyzer (PEMWE) is made challenging by sluggish proton transfer. Here, we engineer a fluorinated carbon-coated Co3O4 (F/C–Co3O4) interface based...

Design of a Comprehensive Teaching Experiment for Synthesis, Photopatterning, and Device Application of Photo-Cross-Linkable Perovskite Nanocrystals

Abstract Perovskite nanocrystals (NCs) have garnered widespread attention for their outstanding optoelectronic characteristics and versatile application prospects. However, the inherently soft structure and dynamically unstable surface ligands of perovskite NCs greatly limit thei...

Study on the steady-state operation characteristics of open loop heat pipe desalination

Open loop heat pipe desalination (OHLPD) can achieve a high water production rate with a small temperature difference, without consuming additional mechanical power. In this study, a steady-state model of the OLHPD system was established to investigate its water-production perfor...

Analyses of cost of energy and multi-objective optimizations for single-stage thermoelectric coolers

Abstract Based on finite-time thermodynamics and single-stage thermoelectric cooler model from prior literature, this study introduces the cost of energy, it is defined as COE = Q L / I , which quantifies heat flux per unit current passing through thermoelectric cooler from cold...

Synergistic Flotation Mechanism of Apatite Using LauricAcid-Lauryl Alcohol Combined Collector

Abstract To investigate the synergistic effect of fatty alcohols on the flotation performance of fatty acid collectors, a novel combined collector comprising lauric acid and lauryl alcohol was prepared. Flotation results of apatite indicated that the combined collector with 30% l...