Grace X Gu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Molecular Dynamics Simulations

Top Venues

Materials horizons

Advanced science (Weinheim, Baden-Wurttemberg, Germany)

Nature communications

ACS applied materials & interfaces

This page only lists publications with an associated author ORCID identifier.

Publications

Zhizhou Zhang, Jeong-Ho Lee, Lingfeng Sun, Grace X Gu
Weak-formulated physics-informed modeling and optimization for heterogeneous digital materials. PNAS nexus 3 (5) (2024)
Dahyun Daniel Lim, Sangryun Lee, Jeong-Ho Lee, Wonjoon Choi, Grace X Gu
Mechanical metamaterials as broadband electromagnetic wave absorbers: investigating relationships between geometrical parameters and electromagnetic response. Materials horizons 11 (10) (2024)
Donggeun Park, Jaemin Lee, Hugon Lee, Grace X Gu, Seunghwa Ryu
Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization. Materials horizons 11 (13) (2024)
Dahyun Daniel Lim, Sangryun Lee, Jeong-Ho Lee, Wonjoon Choi, Grace X Gu
Mechanical metamaterials as broadband electromagnetic wave absorbers: investigating relationships between geometrical parameters and electromagnetic response. Materials horizons (2024)
Zixiao Wei, Stanley Wang, Sean Farris, Naga Chennuri, Ningping Wang, Stara Shinsato, Kahraman Demir, Maya Horii, Grace X Gu
Towards silent and efficient flight by combining bioinspired owl feather serrations with cicada wing geometry. Nature communications 15 (1) (2024)
Zhizhou Zhang, Jeong-Ho Lee, Lingfeng Sun, Grace X Gu
Weak-formulated physics-informed modeling and optimization for heterogeneous digital materials. PNAS nexus 3 (5) (2024)
Donggeun Park, Jaemin Lee, Hugon Lee, Grace X Gu, Seunghwa Ryu
Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization. Materials horizons (2024)
Dahyun Daniel Lim, Sangryun Lee, Jeong-Ho Lee, Wonjoon Choi, Grace X Gu
Mechanical metamaterials as broadband electromagnetic wave absorbers: investigating relationships between geometrical parameters and electromagnetic response. Materials horizons 11 (10) (2024)
Zixiao Wei, Stanley Wang, Sean Farris, Naga Chennuri, Ningping Wang, Stara Shinsato, Kahraman Demir, Maya Horii, Grace X Gu
Towards silent and efficient flight by combining bioinspired owl feather serrations with cicada wing geometry. Nature communications 15 (1) (2024)
Zixiao Wei, Stanley Wang, Sean Farris, Naga Chennuri, Ningping Wang, Stara Shinsato, Kahraman Demir, Maya Horii, Grace X Gu
Towards silent and efficient flight by combining bioinspired owl feather serrations with cicada wing geometry. Nature communications 15 (1) (2024)
Chun-Teh Chen, Grace X Gu
Physics-Informed Deep-Learning For Elasticity: Forward, Inverse, and Mixed Problems. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2023)
Bowen Zheng, Felipe Lopes Oliveira, Rodrigo F Neumann, Mathias Steiner, Hendrik Hamann, Grace X Gu, Binquan Luan
Quantum Informed Machine-Learning Potentials for Molecular Dynamics Simulations of CO 2 's Chemisorption and Diffusion in Mg-MOF-74. ACS nano (2023)
Sangryun Lee, Zhizhou Zhang, Grace X Gu
Deep Learning Accelerated Design of Mechanically Efficient Architected Materials. ACS applied materials & interfaces (2023)
Sangryun Lee, Zhizhou Zhang, Grace X Gu
Deep Learning Accelerated Design of Mechanically Efficient Architected Materials. ACS applied materials & interfaces 15 (18) (2023)
Chun-Teh Chen, Grace X Gu
Physics-Informed Deep-Learning For Elasticity: Forward, Inverse, and Mixed Problems. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2023)
Bowen Zheng, Chen Liu, Zhou Li, Carlo Carraro, Roya Maboudian, Debbie G Senesky, Grace X Gu
Investigation of mechanical properties and structural integrity of graphene aerogels via molecular dynamics simulations. Physical chemistry chemical physics : PCCP (2023)
Chun-Teh Chen, Grace X Gu
Physics-Informed Deep-Learning For Elasticity: Forward, Inverse, and Mixed Problems. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2023)
Sangryun Lee, Zhizhou Zhang, Grace X Gu
Generative machine learning algorithm for lattice structures with superior mechanical properties. Materials horizons 9 (3) (2022)
Zeqing Jin, Zhizhou Zhang, Xianlin Shao, Grace X Gu
Monitoring Anomalies in 3D Bioprinting with Deep Neural Networks. ACS biomaterials science & engineering (2021)
Ting Shu, Ke Zheng, Zhizhou Zhang, Jing Ren, Zhengjun Wang, Ying Pei, Jingjie Yeo, Grace X Gu, Shengjie Ling
Birefringent Silk Fibroin Hydrogel Constructed via Binary Solvent-Exchange-Induced Self-Assembly. Biomacromolecules 22 (5) (2021)
Chun-Teh Chen, Daryl C Chrzan, Grace X Gu
Nano-topology optimization for materials design with atom-by-atom control. Nature communications 11 (1) (2020)
Chun-Teh Chen, Grace X Gu
Generative Deep Neural Networks for Inverse Materials Design Using Backpropagation and Active Learning. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 7 (5) (2020)
Yongtae Kim, Charles Yang, Youngsoo Kim, Grace X Gu, Seunghwa Ryu
Designing an Adhesive Pillar Shape with Deep Learning-Based Optimization. ACS applied materials & interfaces 12 (21) (2020)