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Related Concept Videos

Chemical Reactions01:19

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A chemical reaction is a process by which the bonds in the atoms of substances are rearranged to generate new substances. Matter cannot be created or destroyed in a chemical reaction—the same type and number of atoms that make up the reactants are still present in the products. Merely, the rearrangement of chemical bonds produces new compounds.
Chemical Reactions Rearrange Atoms into New Substances
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If a reaction has a small equilibrium constant, the equilibrium position favors the reactants. In such reactions, a negligible change in concentration may occur if the initial concentrations of reactants are high and the Kc value is small. In such circumstances, the equilibrium concentration is approximately equal to its initial concentration.  This estimation can be used to simplify the equilibrium calculations by assuming that some equilibrium concentrations are equal to the initial...
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Recently, the development of olefin metathesis polymerization advanced the field of polymer synthesis. Simply put, the reorganization of substituents on their double bonds between two olefins in the presence of a catalyst is known as the olefin metathesis reaction. The use of metathesis reaction for polymer synthesis is called olefin metathesis polymerization.
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Polymers are classified as linear or branched on the basis of their chain architecture. The polymer chains in linear polymers have a long chain-like structure with minimal to no branching at all. Even if a polymer features large substituent groups on the monomer, which appear as branches to the skeleton, it is not considered a branched polymer. A branched polymer contains secondary polymer chains that arise from the main polymer chain. The branching occurs when the polymer growth shifts from...
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Automated Robotic Liquid Handling Assembly of Modular DNA Devices
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Natural language processing models that automate programming will transform chemistry research and teaching.

Glen M Hocky1, Andrew D White2

  • 1Department of Chemistry, New York University USA hockyg@nyu.edu.

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PubMed
Summary
This summary is machine-generated.

Artificial intelligence, specifically natural language processing models, can now generate software and automate programming. This technology is poised to significantly transform chemistry and chemical engineering research and education.

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Area of Science:

  • Artificial intelligence
  • Computational chemistry
  • Chemical engineering

Background:

  • Natural language processing (NLP) models demonstrate advanced capabilities in software generation and task automation.
  • The chemistry community has not yet widely adopted these AI tools.
  • Initial testing suggests significant potential for AI to impact chemical research.

Purpose of the Study:

  • To review the advancements in NLP models relevant to scientific applications.
  • To examine current and potential applications of AI in chemistry and chemical engineering.
  • To provide insights into the future impact of AI on chemical research and education.

Main Methods:

  • Review of recent developments in natural language processing and AI.
  • Analysis of existing and hypothetical applications in chemistry.
  • Expert perspective on the integration of AI in scientific workflows.

Main Results:

  • NLP models show high fidelity in generating software and automating programming tasks.
  • AI tools are ready to be applied and can revolutionize chemical research.
  • The potential for AI to alter research methodologies and teaching is substantial.

Conclusions:

  • AI, particularly NLP, represents a paradigm shift for chemistry and chemical engineering.
  • Adoption of these tools can accelerate discovery and innovation.
  • Future research and education in chemistry will likely be reshaped by AI integration.