November 25, 2019 article Open access Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences npj Digital Medicine DOI: 10.1038/s41746-019-0193-y Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 11 stored of 657 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 Predictive modeling in biology and medicine: Digital twins and multi-scale modeling 2026 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access 0 citations Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access 37 citations Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access 6 citations Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems 2024 Extreme Mechanics Letters article Engineering Elasticity and Material Modeling Open access 29 citations Automated model discovery for human cardiac tissue: Discovering the best model and parameters 2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access 46 citations Automated model discovery for human cardiac tissue: Discovering the best model and parameters 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Elasticity and Material Modeling Open access 6 citations The use of predictive models to develop chromatography-based purification processes 2022 Frontiers in Bioengineering and Biotechnology article Biochemistry, Genetics and Molecular Biology Protein purification and stability Open access 51 citations Implementing Computational Modeling in Tissue Engineering: Where Disciplines Meet 2022 Tissue Engineering Part A article Medicine Tissue Engineering and Regenerative Medicine Open access 35 citations Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach 2021 BMC Medical Informatics and Decision Making article Medicine Heart Failure Treatment and Management Open access 9 citations Performance Comparison for Scientific Computations on the Edge via Relative Performance 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) conference-paper Computer Science IoT and Edge/Fog Computing Open access 5 citations Machine Learning Applications for Mass Spectrometry-Based Metabolomics 2020 Metabolites article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 7 patents 375 citations 11 results References 0