June 18, 2026 article Open access Physics-guided neural network architectures for modeling nonlinear behaviors: Application to shape memory alloy wires Mechanical Systems and Signal Processing DOI: 10.1016/j.ymssp.2026.114584 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 3 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 Machine Learning Enhanced Dynamic Response Modelling of Superelastic Shape Memory Alloy Wires 2022 Materials article Materials Science Shape Memory Alloy Transformations Open access 27 citations Physics-informed deep operator network for predicting martensite evolution in superelastic shape memory alloys through cyclic tensile tests 2024 Smart Materials and Structures article Materials Science Shape Memory Alloy Transformations Open access 7 citations Feedforward neural network-assisted parameter identification and tuning for uniaxial superelastic shape memory alloy models under dynamic loads 2024 Journal of Vibration and Control article Materials Science Shape Memory Alloy Transformations Open access 5 citations 3 results