August 01, 2026 article Open access AI for science: Progress, challenges, and perspectives The Innovation DOI: 10.1016/j.xinn.2026.101530 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 2 References 9 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 TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods 2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents 3,889 citations Accountable Artificial Intelligence: Holding Algorithms to Account 2020 Public Administration Review article Social Sciences Ethics and Social Impacts of AI Open access 633 citations A small-molecule TNIK inhibitor targets fibrosis in preclinical and clinical models 2024 Nature Biotechnology article Medicine Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis Open access 333 citations Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology 2025 Nature Cancer article Medicine Artificial Intelligence in Healthcare and Education Open access 163 citations Large language models streamline automated machine learning for clinical studies 2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access 115 citations Graph Neural Networks for low-energy event classification & reconstruction in IceCube 2022 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access 41 citations Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations 2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access 39 citations 3D multi-physics uncertainty quantification using physics-based machine learning 2022 Scientific Reports article Physics and Astronomy Model Reduction and Neural Networks Open access 30 citations CaloChallenge 2022: a community challenge for fast calorimeter simulation 2025 Reports on Progress in Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access 11 citations 9 results