August 28, 2025 article Environmental impacts prediction using graph neural networks on molecular graphs Computers & Chemical Engineering DOI: 10.1016/j.compchemeng.2025.109362 OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 7 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Machine learning in prospective LCA: insights from a systematic literature review 2026 Frontiers in Sustainability review Environmental Science Environmental Impact and Sustainability Open access 0 citations 1 result References 8 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Graph Neural Networks for Prediction of Fuel Ignition Quality 2020 Energy & Fuels article Materials Science Machine Learning in Materials Science 142 citations Life Cycle Assessment for the Design of Chemical Processes, Products, and Supply Chains 2020 Annual Review of Chemical and Biomolecular Engineering review Environmental Science Environmental Impact and Sustainability 93 citations Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids 2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access 86 citations Physical pooling functions in graph neural networks for molecular property prediction 2023 Computers & Chemical Engineering article Computer Science Computational Drug Discovery Methods Open access 59 citations APPROPRIATE Life Cycle Assessment: A PRO cess-Specific, PR edictive I mpact A ssessmen T Method for Emerging Chemical Processes 2023 ACS Sustainable Chemistry & Engineering article Environmental Science Environmental Impact and Sustainability Open access cited by 1 patent 56 citations Graph Neural Networks for the Prediction of Molecular Structure–Property Relationships 2023 Royal Society of Chemistry eBooks book-chapter Computer Science Computational Drug Discovery Methods 29 citations Machine learning to support prospective life cycle assessment of emerging chemical technologies 2024 Current Opinion in Green and Sustainable Chemistry review Environmental Science Environmental Impact and Sustainability Open access 19 citations Early-stage impact assessment tool (ESTIMATe) for the life cycle assessment of CO 2 -based chemicals 2024 Green Chemistry article Environmental Science Environmental Impact and Sustainability Open access 8 citations 8 results