1. SURVEY OF CHALLENGES IN CHEMISTRY AND MATERIALS SCIENCE RESEARCHIntroductionEnergy FormData2. ROBOTS TECHNOLOGY DEVELOPMENT IN MORDEN SCIENTIFIC RESEARCHIntroductionEarly Development of Laboratory Automation (Before 2000)Preliminary Integration and Development of Laboratory Automation (2000-2019)Latest Developments and Current Trends (2020-2023)Outlook on Future DevelopmentConclusion3. AI ALGORITHM FOR CHEMICAL AND BIO MATERIALS DESIGNIntroductionMolecular Representation and EncodingThe Formulation of Accessible and Searchable DataAI for Molecular Structure-Property RelationshipAI for Chemical and Bio Material Design4. AUTONOMOUS LABORATORY EMPOWERED BY AI AND ROBOTICSEvolution of LaboratoryCore Technologies in Autonomous LaboratoriesExample Autonomous Laboratory SolutionAdvanced Autonomous Laboratory SolutionsFuture Prospects and Trends5. LARGE LANGUAGE MODELS FOR THE AUTONOMOUS MATERIALS RESEARCHReview of Large Language Models Development and ApplicationsFundamentals of LLM for Material Research: Database and Knowledge Base ConstructionEvaluation: Spider MatrixIdeation: AI Supervisor and ScholarNetResults and DiscussionConclusion6. TOWARDS A BLOCKCHAIN-POWERED ANTI-COUNTERFEITING EXPERIMENTAL DATA SYSTEM IN AN AUTONOMOUS LABORATORYBlockchain TechnologyLaboratory Chemical Management and SafetyThe Problem of Data Integrity and Counterfeiting in Scientific ResearchBlockchain in the Autonomous LaboratorySymbolic Representation of ExperimentsChallenges and LimitationsConclusion7. THE FUTURE INTEGRATED COMPUTATIONAL AND EXPERIMENTAL RESEARCH IN METAVERSEIntroduction of MetaverseResearch Paradigm in MetaverseH2O Phase Research in MetaverseAqueous System Research in MetaverseChallenges & Future Directions