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Coagulation typically occurs in the early stages of water treatment and involves adding coagulants to raw water. The main function of these substances is to destabilize colloidal particles—tiny, suspended particles that resist settling due to their negative electric charges. By introducing coagulants, which are often positively charged, these destabilized particles begin to clump together in a process known as aggregation.


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Another significant advantage is the modification of processing characteristics. Fillers can improve the flow properties of polymers during manufacturing processes such as extrusion or injection molding, allowing for more efficient production methods and reducing energy consumption.


Incorporating artificial intelligence (AI) and machine learning (ML) into API manufacturing is another transformative trend. These technologies can analyze vast amounts of data from multiple sources, identifying patterns and predicting potential outcomes. For example, machine learning algorithms can enhance the drug development process by predicting which compounds are likely to succeed in clinical trials, thereby saving time and resources.


In the field of biochemistry, polyacrylamide gels are commonly employed in electrophoresis, a laboratory technique used to separate macromolecules like proteins and nucleic acids based on their size and charge. This application is crucial for research and diagnostic purposes, allowing scientists to analyze the composition of biological samples with precision.


SDS-PAGE has a wide range of applications in research and clinical settings. It is extensively used for protein analysis in various fields, including


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