Showing 1–11 of 11 results
/ Date/ Name
Jan 29, 2022Hierarchical nature of hydrogen-based direct reduction of iron oxidesAug 27, 2024A physics-encoded Fourier neural operator approach for surrogate modeling of divergence-free stress fields in solidsApr 29, 2022Phase-Field Modeling of Coupled Brittle-Ductile Fracture in Aluminum AlloysDec 14, 2021On the higher-order pseudo-continuum characterization of discrete kinematic results from experimental measurement or discrete simulationApr 9, 2019Alloy Design for Mechanical Properties: Conquering the Length ScalesAug 29, 2022An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materialsSep 19, 2022Effect of Pore Formation on Redox-Driven Phase TransformationFeb 1, 2024Roadmap on Data-Centric Materials ScienceSep 22, 2022Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement LearningMay 4, 2022Accelerating phase-field-based simulation via machine learningMay 1, 2026An approach to encode divergence-free stress fields in neural approximations based on stress potentials