Publications by authors named "Grace Gu"

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Layered hybrid lattice architectures for broadband electromagnetic absorption and improved structural stiffness.
Hyoui Yoon, Dahyun Daniel Lim, Grace X Gu, Sangryun Lee

Mater Horiz· December 2025

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Tuning collagen and collagen-alginate mechanics through extrusion bioprinting process parameters.
Grace Hu, Karla Gutierrez Cebrero, Nandita Venkataraman, Dharneedar Ravichandran, Yunzhi Lin, Grace X Gu

RSC Adv· November 2025

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Multi-objective optimization of three-dimensional riblet surfaces for hydrodynamic and acoustic performance.
Zixiao Wei, Zilan Zhang, Dahyun Daniel Lim, Justin Rey, Matthew Jones, Grace X Gu

Bioinspir Biomim· October 2025

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Four-Dimensional Bioprinting: Harnessing Active Mechanics to Build with Living Inks.
Honesty Kim, Grace Hu, Austin J Graham, Grace X Gu, Zev J Gartner

Cold Spring Harb Perspect Biol· August 2025

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Artificial Intelligence and Multiscale Modeling for Sustainable Biopolymers and Bioinspired Materials.
Xing Quan Wang, Zeqing Jin, Dharneedar Ravichandran, Grace X Gu

Adv Mater· June 2025

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A tunable metamaterial microwave absorber inspired by chameleon's color-changing mechanism.
Dahyun D Lim, Alberto Ibarra, Jeongwoo Lee, Jiyoung Jung, Wonjoon Choi, Grace X Gu

Sci Adv· January 2025

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Computational challenges in additive manufacturing for metamaterials design.
Keith A Brown, Grace X Gu

Nat Comput Sci· August 2024

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Deep generative spatiotemporal learning for integrating fracture mechanics in composite materials: inverse design, discovery, and optimization.
Donggeun Park, Jaemin Lee, Hugon Lee, Grace X Gu, Seunghwa Ryu

Mater Horiz· July 2024

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Mechanical metamaterials as broadband electromagnetic wave absorbers: investigating relationships between geometrical parameters and electromagnetic response.
Dahyun Daniel Lim, Sangryun Lee, Jeong-Ho Lee, Wonjoon Choi, Grace X Gu

Mater Horiz· May 2024

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Towards silent and efficient flight by combining bioinspired owl feather serrations with cicada wing geometry.
Zixiao Wei, Stanley Wang, Sean Farris, Naga Chennuri, Ningping Wang, Grace X Gu

Nat Commun· May 2024

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Weak-formulated physics-informed modeling and optimization for heterogeneous digital materials.
Zhizhou Zhang, Jeong-Ho Lee, Lingfeng Sun, Grace X Gu

PNAS Nexus· May 2024

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Multifunctionality of Additively Manufactured Kelvin Foam for Electromagnetic Wave Absorption and Load Bearing.
Jeongwoo Lee, Dahyun Daniel Lim, Jinwoo Park, Jaemin Lee, Dowon Noh, Grace X Gu

Small· December 2023

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Investigation of mechanical properties and structural integrity of graphene aerogels molecular dynamics simulations.
Bowen Zheng, Chen Liu, Zhou Li, Carlo Carraro, Roya Maboudian, Grace X Gu

Phys Chem Chem Phys· August 2023

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Monitoring Anomalies in 3D Bioprinting with Deep Neural Networks.
Zeqing Jin, Zhizhou Zhang, Xianlin Shao, Grace X Gu

ACS Biomater Sci Eng· July 2023

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Physics-Informed Deep-Learning For Elasticity: Forward, Inverse, and Mixed Problems.
Chun-Teh Chen, Grace X Gu

Adv Sci (Weinh)· June 2023

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Deep Learning Accelerated Design of Mechanically Efficient Architected Materials.
Sangryun Lee, Zhizhou Zhang, Grace X Gu

ACS Appl Mater Interfaces· May 2023

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Quantum Informed Machine-Learning Potentials for Molecular Dynamics Simulations of CO's Chemisorption and Diffusion in Mg-MOF-74.
Bowen Zheng, Felipe Lopes Oliveira, Rodrigo Neumann Barros Ferreira, Mathias Steiner, Hendrik Hamann, Grace X Gu

ACS Nano· March 2023

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Generative machine learning algorithm for lattice structures with superior mechanical properties.
Sangryun Lee, Zhizhou Zhang, Grace X Gu

Mater Horiz· March 2022

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Ca-supplying black phosphorus-based scaffolds fabricated with microfluidic technology for osteogenesis.
Zhanrong Li, Xingcai Zhang, Jiang Ouyang, Dandan Chu, Fengqi Han, Zhihua Guo, Grace X Gu, Jingguo Li

Bioact Mater· November 2021

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Modeling Bioinspired Fish Scale Designs via a Geometric and Numerical Approach.
Ailin Chen, Komal Thind, Kahraman G Demir, Grace X Gu

Materials (Basel)· September 2021

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Scalable Graphene Defect Prediction Using Transferable Learning.
Bowen Zheng, Zeyu Zheng, Grace X Gu

Nanomaterials (Basel)· September 2021

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Mechanical Training-Driven Structural Remodeling: A Rational Route for Outstanding Highly Hydrated Silk Materials.
Ting Shu, Zhuochen Lv, Chun-Teh Chen, Grace X Gu, Jing Ren

Small· August 2021

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Learning hidden elasticity with deep neural networks.
Chun-Teh Chen, Grace X Gu

Proc Natl Acad Sci U S A· August 2021

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Birefringent Silk Fibroin Hydrogel Constructed via Binary Solvent-Exchange-Induced Self-Assembly.
Ting Shu, Ke Zheng, Zhizhou Zhang, Jing Ren, Zhengjun Wang, Grace X Gu

Biomacromolecules· May 2021

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Machine Learning-Based Detection of Graphene Defects with Atomic Precision.
Bowen Zheng, Grace X Gu

Nanomicro Lett· September 2020

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