Advanced Intelligent Systems · 2020 · 48 citations · 0 references
Natural SciencesMaterials ScienceToxicologyMachine LearningNanomaterialsNanotechnologyBiomaterial CharacterizationNanomaterial CharacterizationNanomedicineNanoparticle CharacterizationNanotoxicologyToxicity Risk AssessmentAb Initio CalculationsAb Initio SimulationsComputational Cytotoxicity PredictionIn Silico Toxicity PredictionNano-bio InterfacesNanomaterial ToxicityNanotoxicology ModelingToxicity Prediction Models
Computational Nanotoxicology Machine learning tools are making great strides in advancing computational nanotoxicology via in-silico modeling and ab-initio simulations to understand the nano-bio interactions from environmental and health safety perspectives. In article number 2000084, Ajay Vikram Singh and co-workers describe the potential, reality, challenges, and future advances that artifi cial intelligence (AI) and machine learning (ML) present in advanced material design and toxicity predictions.