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What is LCA

Handbook of Research on AI and ML for Intelligent Machines and Systems
Life Cycle Assessment
Published in Chapter:
Convergence of Data Science-AI-Green Chemistry-Affordable Medicine: Transforming Drug Discovery
B. Rebecca (Department of Computer Science and Engineering (Data Science), Marri Laxman Reddy Institute of Technology and Management, Hyderabad, India), K. Pradeep Mohan Kumar (Department of Computing Technologies, SRM Institute of Science and Technology, Chennai, India), S. Padmini (Department of Computing Technologies, SRM Institute of Science and Technology, Chennai, India), Bipin Kumar Srivastava (Department of Applied Sciences, Galgotias College of Engineering and Technology, India), Shubhajit Halder (Department of Chemistry, Hislop College, Nagpur, India), and Sampath Boopathi (Mechanical Engineering, Muthayammal Engineering College, India)
DOI: 10.4018/978-1-6684-9999-3.ch014
Abstract
The drug discovery and design process has been significantly transformed by the integration of data science, artificial intelligence (AI), green chemistry principles, and affordable medicine. AI techniques enable rapid analysis of vast datasets, predicting molecular interactions, optimizing drug candidates, and identifying potential therapeutics. Green chemistry practices promote sustainability and efficiency, resulting in environmentally friendly and cost-effective production processes. The goal is to develop affordable medicines that are not only efficacious but also accessible to a wider population. This chapter explores case studies and emerging trends to highlight the transformation of the pharmaceutical industry and innovation in drug discovery.
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More Results
SCOR Model and the Green Supply Chain
Life Cycle Analysis is a technique to assess the environmental aspects and potential impacts associated with a product, process, or service, by (1) Compiling an inventory of relevant energy and material inputs and environmental releases, (2) Evaluating the potential environmental impacts associated with identified inputs and releases, (3) Interpreting the results to help you make a more informed decision.
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Fluid Matters: The Water Footprint of Building Materials
Life cycle analysis and also life cycle assessment.
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Consumer Attitudes Towards Renewable Energy: A Study in Turkey
Life cycle analysis is a technique to assess the environmental aspects and potential impacts associated with a product, process, or service, by (1) compiling an inventory of relevant energy and material inputs and environmental releases, (2) evaluating the potential environmental impacts associated with identified inputs and releases, (3) interpreting the results to help you make a more informed decision.
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Impact of Climate Change and Occupational Hazards on QoL of Fisherfolk/Fish Processing Communities With Probable Mitigation Strategies
Life Cycle Assessments is a methodology for quantifying environmental impacts arise from material inputs and outputs, such as use of energy, emission of air, extraction of raw material, processing/manufacture of product, distribution/use of product/service, recycling/disposal of product/service, etc., over their entire life cycle. It helps consumers to make a right decision without compromising environmental benefit.
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