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  <Article>
    <Journal>
      <PublisherName>ijesm</PublisherName>
      <JournalTitle>International Journal of Engineering, Science and</JournalTitle>
      <PISSN>I</PISSN>
      <EISSN>S</EISSN>
      <Volume-Issue>volume12 issue 11</Volume-Issue>
      <PartNumber/>
      <IssueTopic>Multidisciplinary</IssueTopic>
      <IssueLanguage>English</IssueLanguage>
      <Season>November 2023</Season>
      <SpecialIssue>N</SpecialIssue>
      <SupplementaryIssue>N</SupplementaryIssue>
      <IssueOA>Y</IssueOA>
      <PubDate>
        <Year>2023</Year>
        <Month>11</Month>
        <Day>15</Day>
      </PubDate>
      <ArticleType>Engineering, Science and Mathematics</ArticleType>
      <ArticleTitle>“Transformative Role of Artificial Intelligence (AI) and Machine Learning (ML) in the field of Surfactant Science: A Short Review”</ArticleTitle>
      <SubTitle/>
      <ArticleLanguage>English</ArticleLanguage>
      <ArticleOA>Y</ArticleOA>
      <FirstPage>1</FirstPage>
      <LastPage>12</LastPage>
      <AuthorList>
        <Author>
          <FirstName>Ritesh K.</FirstName>
          <LastName>Sinha*</LastName>
          <AuthorLanguage>English</AuthorLanguage>
          <Affiliation/>
          <CorrespondingAuthor>N</CorrespondingAuthor>
          <ORCID/>
        </Author>
      </AuthorList>
      <DOI/>
      <Abstract>In This paper I attempt to highlight the budding and transformative role of Artificial Intelligence (AI) and Machine Learning (ML) in the field of Surfactant Science and its associated domains. Surfactant Science, an integral aspect of the Fast-Moving Consumer Goods (FMCG) sector, has evolved into a mature and knowledge-rich discipline. In the contemporary era of rapid Information Technology advancement, there exists a compelling need to re-envision the utilization of revolutionary IT tools and interfaces to expedite the assessment of Physico-chemical properties of Surfactants and their derivatives. By embracing the capabilities of AI, researchers are empowered to innovate novel surfactant molecules through the fusion of Machine Learning and computational modeling. This infusion of AI catalyzes a paradigm shift in surfactant production and applications, amplifying efficiency, ef</Abstract>
      <AbstractLanguage>English</AbstractLanguage>
      <Keywords>Surfactants, Artificial Intelligence, AI, ML, CMC, Phase, Synthesis, Surface Tension.</Keywords>
      <URLs>
        <Abstract>https://ijesm.co.in/ubijournal-v1copy/journals/abstract.php?article_id=14871&amp;title=“Transformative Role of Artificial Intelligence (AI) and Machine Learning (ML) in the field of Surfactant Science: A Short Review”</Abstract>
      </URLs>
      <References>
        <ReferencesarticleTitle>References</ReferencesarticleTitle>
        <ReferencesfirstPage>16</ReferencesfirstPage>
        <ReferenceslastPage>19</ReferenceslastPage>
        <References/>
      </References>
    </Journal>
  </Article>
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