Research Interests:
Rational Design of Biomacromolecules.
Research Achievements:
[5] Yang S.#, Yang Y.#, Huang C. et al., Physics-informed graph neural networks for predicting deformation in disordered fibrous materials [J], Nano Letters 25, 205–213 (2025).
[4] Yang Y.#, Cao L., Ren J . et al., Artificial intelligence for fibrous network design and mechanics [J], AI for Science 1, 012001 (2025).
[3] Yang Y.#, Bai R.#, Gao W. et al., Optimizing Biomimetic Three-Dimensional Disordered Fibrous Network Structures for Lightweight, High-Strength Materials via Deep Reinforcement Learning[J], Advanced Science 12, e2413293 (2024).
[2] Ye C.#, Zhang H.#, Yang Y. et al., Sustainable Skin-Mimicking Silk Fibroin Ionic Touch Screens for Flexible Biodegradable Electronics with Integrated AI and IoT Functionality[J], Advanced Materials 37, e2412972 (2024).
[1] Yang S.#, Zhao C.#, Yang Y. et al., The Fractal Network Structure of Silk Fibroin Molecules and Its Effect on Spinning of Silkworm Silk[J], ACS Nano 17, 7662-7673 (2023).
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