Zhiwei Wang
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View article: Machine learning-based dynamic risk measurement for white sugar futures under geopolitical risks
Machine learning-based dynamic risk measurement for white sugar futures under geopolitical risks Open
Futures, as significant financial derivatives, play a crucial role in financial markets by fulfilling price discovery functions and providing efficient risk hedging tools. Against the backdrop of geopolitical conflicts, market risk emerges…
View article: Amphiphilic nanowire-assisted monomer shuttling enables ultra-selective reverse osmosis membranes for water purification
Amphiphilic nanowire-assisted monomer shuttling enables ultra-selective reverse osmosis membranes for water purification Open
Reverse osmosis (RO) membrane separation is vital for the advanced removal of contaminants, playing a key role in safe water supply. However, existing RO membranes fall remarkably short in adequate removal of small neutral organic contamin…
View article: Millionfold accelerated AI solver for 3D multi-physical simulations of ultrapermeable membranes
Millionfold accelerated AI solver for 3D multi-physical simulations of ultrapermeable membranes Open
Solving three-dimensional (3D) multi-physics forward and inverse problems is indispensable for fundamental understanding and optimal design of membrane-based desalination systems. Unfortunately, it is computationally expensive when applyin…
View article: Genome-wide characterization of WRI1(WRINKLED1) gene family as a regulators of abiotic stress response in Coix (Coix lacryma-jobi L.)
Genome-wide characterization of WRI1(WRINKLED1) gene family as a regulators of abiotic stress response in Coix (Coix lacryma-jobi L.) Open
Coix (Coix lacryma-jobi L.), known as the "King of the Gramineae" for its nutritional and medicinal value, is a dual-purpose crop with both edible and therapeutic applications. WRI1 (WRINKLED1), an AP2 family transcription factor, plays a …
View article: Deciphering co-ion and counterion transport in polyamide desalination membranes reveals ion selectivity mechanisms
Deciphering co-ion and counterion transport in polyamide desalination membranes reveals ion selectivity mechanisms Open
Membrane-based processes, such as reverse osmosis (RO) and nanofiltration (NF), are widely used for water purification and desalination due to their high energy efficiency and exceptional solute-water selectivity. Nevertheless, the fundame…
View article: Study on the Ecological Interaction Mechanism of Continuous Cropping Soil Driven by Different Modifiers
Study on the Ecological Interaction Mechanism of Continuous Cropping Soil Driven by Different Modifiers Open
In this study, the effects of different modifiers on rhizosphere soil microorganisms, their functions, and the soil properties of continuous tomato cropping were investigated. Nine amendments were selected to treat the soil from a 14-year …
View article: Sculpting the Pores of a Metal–Organic Framework using Encapsulated Polyoxometalates for Enhanced Xe/Kr Separation
Sculpting the Pores of a Metal–Organic Framework using Encapsulated Polyoxometalates for Enhanced Xe/Kr Separation Open
Postsynthetic modification (PSM) of metal–organic frameworks (MOFs) is an attractive approach for enhancing the functionality and boosting the performance of these nanoporous materials. The few prior studies exploiting PSM for enhanced Xe/…
View article: Automated detection of cervical spondylotic myelopathy: harnessing the power of natural language processing
Automated detection of cervical spondylotic myelopathy: harnessing the power of natural language processing Open
Background The objective of this study was to develop machine learning (ML) algorithms utilizing natural language processing (NLP) techniques for the automated detection of cervical spondylotic myelopathy (CSM) through the analysis of posi…
View article: The Impact of Water Intake Scheduling on Cascade Reservoirs on the Carbon Balance of Reservoir Systems
The Impact of Water Intake Scheduling on Cascade Reservoirs on the Carbon Balance of Reservoir Systems Open
The construction and operation of reservoirs disrupt the natural flow regime of rivers, reducing flow velocities and creating prolonged anaerobic conditions, particularly in steep-gradient, deeply incised river channels. These conditions f…
View article: Development of Electroactive Biofiltration Dynamic Membrane for Enhanced Wastewater Treatment and Fouling Mitigation: Unraveling the Growth Equilibrium Mechanisms of Fouling Layer
Development of Electroactive Biofiltration Dynamic Membrane for Enhanced Wastewater Treatment and Fouling Mitigation: Unraveling the Growth Equilibrium Mechanisms of Fouling Layer Open
We developed a strategy involving an electroactive biofiltration dynamic membrane (EBDM) for wastewater treatment and membrane fouling mitigation. This approach utilizes a cathode potential within an anaerobic dynamic membrane bioreactor t…
View article: Biological characterization of novel Escherichia coli O157:H7 phages and their bacteriostatic effects in milk and pork
Biological characterization of novel Escherichia coli O157:H7 phages and their bacteriostatic effects in milk and pork Open
Foodborne bacteria, particularly Escherichia coli ( E. coli ) O157:H7, are significant contributors to foodborne illnesses, with antibiotic overuse exacerbating the issue through the emergence of multidrug-resistant strains. This study inv…
View article: The influence of metro operation vibration on single-layer cable net glass curtain wall structure based on frequency method
The influence of metro operation vibration on single-layer cable net glass curtain wall structure based on frequency method Open
Using the single-layer cable net glass curtain wall of Siemens Shanghai Center Building A as a case study, the influence of vibrations from two metro lines on the structure was investigated through combination of field measurements with vi…
View article: Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers
Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers Open
Transformers have demonstrated impressive capabilities across various tasks, yet their performance on compositional problems remains a subject of debate. In this study, we investigate the internal mechanisms underlying Transformers' behavi…
View article: <i>LungDiag</i>: Empowering artificial intelligence for respiratory diseases diagnosis based on electronic health records, a multicenter study
<i>LungDiag</i>: Empowering artificial intelligence for respiratory diseases diagnosis based on electronic health records, a multicenter study Open
Respiratory diseases pose a significant global health burden, with challenges in early and accurate diagnosis due to overlapping clinical symptoms, which often leads to misdiagnosis or delayed treatment. To address this issue, we developed…
View article: Short Term Steel Plant Load Forecasting Based on Multi Sequence LSTM Recurrent Neural Network and Self‐Organizing Neural Network
Short Term Steel Plant Load Forecasting Based on Multi Sequence LSTM Recurrent Neural Network and Self‐Organizing Neural Network Open
Due to the complex patterns, numerous influencing factors, strong temporal characteristics, and mostly nonlinear relationships of power load in steel enterprises, it has become a hot research topic in recent years. This paper proposes a no…
View article: Multi-Phase Contrast-Enhanced CT Clinical-Radiomics Model for Predicting Prognosis of Extrahepatic Cholangiocarcinoma After Surgery: A Single-Center Retrospective Study
Multi-Phase Contrast-Enhanced CT Clinical-Radiomics Model for Predicting Prognosis of Extrahepatic Cholangiocarcinoma After Surgery: A Single-Center Retrospective Study Open
The preoperative clinical-radiomics models show promise as a tool for predicting 1-year OS and DFS in eCCA patients after radical surgery.
View article: Strongly coordinating mediator enables single-step resource recovery from heavy metal-organic complexes in wastewater
Strongly coordinating mediator enables single-step resource recovery from heavy metal-organic complexes in wastewater Open
Heavy metals complexed with organic ligands are among the most critical carcinogens threatening global water safety. The challenge of efficiently and cost-effectively removing and recovering these metals has long eluded existing technologi…
View article: Long-term trends and comparison of the burden of lower respiratory tract infections in China and globally from 1990 to 2021: an analysis based on the Global Burden of Disease study 2021
Long-term trends and comparison of the burden of lower respiratory tract infections in China and globally from 1990 to 2021: an analysis based on the Global Burden of Disease study 2021 Open
Background This study aimed to describe the temporal trends in the age and sex burdens of lower respiratory infections (LRIs) in China and globally from 1990 to 2021 and to analyze their epidemiological characteristics to formulate corresp…