Epidemiology | Public Health Leveraging advances in data-driven deep learning methods for hybrid epidemic modeling. July 6, 2024
Other Tipping points of evolving epidemiological networks: Machine learning-assisted, data-driven effective modeling. June 12, 2024
Mathematical Modeling | Oncology A review of mechanistic learning in mathematical oncology. March 27, 2024
Bioengineering | Biomechanics | Biomedical Engineering | Dermatology Data-driven Modeling of the Mechanical Behavior of Anisotropic Soft Biological Tissue. November 30, 2023
Chemical Engineering | Environmental Engineering | Materials Science Emerging Directions for Carbon Capture Technologies: A Synergy of High-Throughput Theoretical Calculations and Machine Learning. November 2, 2023
Data Science | Environmental Science | Hydrology Use of machine learning and deep learning to predict particulate Cs concentrations in a nuclearized river. September 16, 2023
Other Data-driven modeling of noise time series with convolutional generative adversarial networks. September 11, 2023
Artificial Intelligence | Computational Science | Machine Learning | Mathematical Computing | Stochastic Analysis The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory. July 22, 2023
Dynamical Systems | Machine Learning Curriculum learning for data-driven modeling of dynamical systems. March 8, 2023
Biocatalysis | Bioinformatics | Protein Science Data-Driven Enzyme Engineering to Identify Function-Enhancing Enzymes. October 10, 2022
Computer Science | Engineering Data-Driven Haptic Texture Modeling and Rendering Based on Deep Spatio-Temporal Networks. December 23, 2021