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Publications

De novo carbon monoxide dehydrogenase and carbonic anhydrase using molecular dynamics and deep generative model

Ruei-En Hu, Chang-Chun Chang, Tzu-Hao Chen, Ching-Ping Chang, Chi-Hua Yu, I-Son Ng

2025.3/paper/Process Biochemistry

Mechanical property prediction of random copolymers using uncertainty-based active learning

Wei-Che Chang, Zong-Yun Tsai, Chin-Wen Chen, Chi-Hua Yu, Chuin-Shan Chen

2025.1/paper/Computational Materials Science

Optimally Miscible Polymer Bulk-Heterojunction-Particles for Nonsurfactant Photocatalytic Hydrogen Evolution

Wei-Cheng Lin, Yu-En Sun, Ying-Rang Zhuang, Tse-Fu Huang, Kuei-Jhong Lin, Mohamed M Elsenety, Jui-Chen Yen, Hung-Kai Hsu, Bo-Han Chen, Chen-Yu Chang, Je-Wei Chang, Hsin-Ni Huang, Bing-Heng Li, Siriporn Jungsuttiwong, Toton Haldar, Shin-Huei Wang, Wan-Chi Lin, Tien-Lin Wu, Chin-Wen Chen, Chi-Hua Yu, An-Chung Su, Kun-Han Lin, U-Ser Jeng, Shang-Da Yang, Ho-Hsiu Chou

2024.12/paper/Journal of the American Chemical Society

Deep learning model for diagnosis of venous thrombosis from lower extremity peripheral ultrasound imaging

Po-Wei Chen, Bor-Yann Tseng, Zhu-Han Yang, Chi-Hua Yu, Keng-Tse Lin, Jhen-Nong Chen, Ping-Yen Liu

2024.12/paper/ISCIENCE

Exploit and elucidate chaperone assisted PET hydrolase for upcycling plastics

Wan-Wen Ting, Jie-Yao Yu, Chuan-Chieh Hsiang, Shih‐I Tan, Chang-Chun Chang, Hsiang-Ling Huang, Chi-Hua Yu, Ruei-En Hu, Hsing-Ning Ma, I-Son Ng

2024.12/paper/Chemical Engineering Journal

Unveiling the nonclassicality within quasidistribution representations through deep learning

Hong-Bin Chen, Cheng-Hua Liu , Kuan-Lun Lai , Bor-Yann Tseng, Ping-Yuan Lo, Yueh-Nan Chen ,Chi-Hua Yu

2024.11/paper/Quantum Science and Technology

Deep Learning Model for Diagnosis of Venous Thrombosis from Lower Extremity Peripheral Ultrasound Imaging

Po-Wei Chen, Bor-Yann Tseng, Zhu-Han Yang, Chi-Hua Yu, Keng-Tse Lin, JhenNong Chen, Ping-Yen Liu

2024.10/paper/ISCIENCE

Exploring MOF-Derived CuO/rGO Heterostructures for Highly Efficient Room Temperature CO2 Sensors

Toton Haldar,Jia-Wei Shiu,Ren-Xuan Yang,Wei-Qi Wang,Hsin-Ting Wu,Hsu-I Mao,Chin-Wen Chen,Chi-Hua Yu

2024.09/paper/ACS Sensors

Unveiling capacitive humidity characteristic of CdSe quantum dots synthesized by facile route

Priyanka Chaudhary, Chieh-Jui Li, Toton Halder, Chi-Hua Yu, B.C. Yadav, Meng-Fang Lin

2024.07/paper/Sensors and Actuators A: Physical

Enhancing Self-Healing and Mechanical Robustness through Aluminum Acetylacetonate-Driven Metal–Ligand Coordination for Skin-Inspired Sensing

Yi-An Chen,Rou-Han Lai,Wan-Chi Lin,Hung-Yi Huang,Szu-Jou Chen,Chun-Ming Yeh,Hsiang-Ling Huang,Mohamed M. Elsenety,Chi-Chang Hu,Chi-Hua Yu,Ho-Hsiu Chou

2024.06/paper/ACS Applied Polymer Materials

Binding of Carbon Monoxide to Hemoglobin in an Oxygen Environment: Force Field Development for Molecular Dynamics

Mingrui Jiang, Chi-Hua Yu, Zhiping Xu, and Zhao Qin​

2024.02/paper/Journal of Chemical Theory and Computation

Bridged structures in ultrathin 2D materials for high toughness.

Kamalendu Paul, Chang-Jun Zhang, Chi-Hua Yu, Zhao Qin

2024.01/paper/Mechanics of Materials

Generating three-dimensional bioinspired microstructures using transformer-based generative adversarial network

Yu-Hsuan Chiang , Bor-Yann Tseng, Jyun-Ping Wang, Yu-Wen Chen, Cheng-Che Tung, Chi-Hua Yu, Po-Yu Chen, Chuin-Shan Chen

2023.12/paper/Journal of Materials Research and Technology

Deep learning the nonclassicality within quasi-distribution representations from marginals

Yu-Hsuan Chiang , Bor-Yann Tseng, Jyun-Ping Wang, Yu-Wen Chen, Cheng-Che Tung, Chi-Hua Yu, Po-Yu Chen, Chuin-Shan Chen

2023.12/paper/Quantum Physics

​Precise strength prediction of endogenous promoters from Escherichia coli
and J-series promoters by artificial intelligence

Yu-Kuan Huang, Chi-Hua Yu, I-Son Ng

2023.11/paper/JTICE

Sulfide Oxidation on Ladder-Type Heteroarenes to Construct All-Acceptor Copolymers for Visible-Light-Driven Hydrogen Evolution

Wei-Cheng Lin, Chih-Li Chang, Chin-Hsuan Shih, Wan-Chi Lin, Ze- Yu Lai, Je-Wei Chang, Li-Yu Ting, Tse-Fu Huang, Yu-En Sun, Hung-Yi Huang, Yu-Tung Lin, Jia-Jen Liu, Yi-Hsiang Wu, Yuan-Ting Tseng, Ying-Rang Zhuang, Bing-Heng Li, An-Chung Su, Chi-Hua Yu, Chin-Wen Chen, Kun-Han Lin, U-Ser Jeng, Ho-Hsiu Chou

2023.6/paper/Small

A deep learning empowered smart representative volume element method for long fiber woven composites

Mao-Ken Hsu, Wei Chen, Bo-Yu Huang, Li-Hsuan Shen, Chia-Hsiang Hsu, Rong-Yeu Chang and Chi-Hua Yu

2023.5/paper/Frontiers in Materials

Ultrathin arch-like labyrinthine acoustic metasurface for low-frequency sound absorption

Jung-San Chen , Yu-Ting Chung , Cheng-Yi Wang , Wen-Yang Lo , Chien-Hao Liu , Chi-Hua Yu a, I-Ling Chang & Tzy-Rong Lin 

2023.1/paper/Applied Acoustics

Substituent engineering of the diboron molecular architecture for a nondoped and ultrathin emitting layer

Tien-Lin Wu, Jian Lei, Chia-Min Hsieh, Yi-Kuan Chen, Pei-Yun Huang,Po-Ting Lai, Tsu-Yu Chou,  Wei-Chen Lin, Wei Chen, Chi-Hua Yu, Liang-Yan Hsu,  Hao-Wu Lin and  Chien-Hong Cheng

2022.8/paper/Chemical Science

Main-chain engineering of polymer photocatalysts with hydrophilic non-conjugated segments for visible-light-driven hydrogen evolution

​Chih-Li Chang, Wei-Cheng Lin, Li-Yu Ting, Chin-Hsuan Shih, Shih-Yuan Chen, Tse-Fu Huang, Hiroyuki Tateno, Jayachandran Jayakumar, Wen-Yang Jao, Chen-Wei Tai, Che-Yi Chu, Chin-Wen Chen, Chi-Hua Yu, Yu-Jung Lu, Chi-Chang Hu, Ahmed M. Elewa, Takehisa Mochizuki , Ho-Hsiu Chou 

2022.9/paper/nature communications

3D Printing of Metal–Organic Framework-Based Ionogels: Wearable Sensors with Colorimetric and Mechanical Responses

Souvik Pal, You-Ze Su, ​Yu-Wen Chen​, Chi-Hua Yu, ​Chung-Wei Kung* and Sheng-Sheng Yu*

2022.05/paper/ACS Applied Materials & Interfaces

Deep learning based design of porous graphene for enhanced mechanical resilience

Chi-Hua Yu, Chang-Yan Wu, Markus J. Buehler

2022.04/paper/Computational Materials Science

End-to-End Deep Learning Model to Predict and Design Secondary Structure Content of Structural Proteins

Chi-Ha Yu, Wei Chen, Yu-Hsuan Chiang, Kai Guo, Zaira Martion Moldes, David L.Kaplan, and Markus J. Buehler*

2022.02/paper/ACS Biomaterials Science & Engineering

實現自己的材料庫

H-C. Wu, W-T. Chang, W-J. Yang , C-H. Yu, Y-L. Zheng, C-S. Chen, Z-W. Huang

2022.02/book

Deep Learning Model to Predict Complex Stress and Strain Fields in Hierarchical Composites

Zhenze Yang, Chi-Hua Yu, Markus J. Buehler

2021.04/paper/Science Advances

Deep learning model to predict fracture mechanisms of graphene.

Andrew J Lew, Chi-Hua Yu, Yu-Chuan Hsu, Markus J Buehler

2021/paper/npj 2D Materials and Applications, 5 (1), 1-8.

Tuning Mechanical Properties in Polycrystalline Solids Using a Deep Generative Framework

C-Y. Hsu, C-H. Yu, M. J. Buehler

2021/paper/Advanced Engineering Materials

Micromechanical study of strengthening mechanisms for Ti65(AlCrNb)35 medium-entropy alloy.

Chi-Hua Yu, Guan-Hua Huang, Wei-Tang Huang, Chang-Wei Huang, Yu-Chieh Lo, Zih-Jie Hung, Yu-Chin Liao, Jason Shian-Ching Jang, Hsuan-Teh Hu

2021/paper/Intermetallics, 137, 107275.

Artificial Intelligence and Machine Learning in Design of Mechanical Materials

K. Guo, Z. Yang, C-H. Yu, M. J. Buehler

2021/paper/Materials Horizons

A perspective on musical representations of folded protein nanostructures

Sebastian Louis Franjou, Mario Milazzo, Chi-Hua Yu and Markus J Buehler

2020.11/paper/Nano Futures

Using Deep Learning to Predict Fracture Patterns in Crystalline Solids

Yu-Chan Hsu, Chi-Hua Yu, Markus J. Buehler

2020/paper/Matter

Sounds interesting: can sonification help us design new proteins?

Sebastian L. Franjou, Mario Milazzo, Chi-Hua Yu, Markus J. Buehler

2019/paper/Expert Review of Proteomics

Self-Folding Hybrid Graphene Skin for 3D Biosensing

Weinan Xu, Santosh K. Paidi, Zhao Qin, Qi Huang, Chi-Hua Yu, Jayson V. Pagaduan, Markus J. Buehler, Ishan Barman, David H. Gracias

2018/paper/Nano Letters

Micromechanics Modeling of Creep Fracture of High Temperature Ceramics

C-H. Yu, C-S. Chen, C-W. Huang, C-H. Huseh

2017.12/book

Semi-analytical Solution for the Generalized Absorbing Boundary Condition in Molecular Dynamics Simulations

C-S. Lee, Y-Y. Chen, C-H. Yu, Y-C. Hsu, C-S Chen

2017.02/paper/Computational Mechanics

Micromechanics modeling of creep fracture of zirconium diboride–silicon carbide composites at 1400–1700°C

Yu, C. H. Bird, M. W. Huang, C. W. Chen, C. S. Gao, Y. F. White, K. W. Hsueh, C. H.

2014.12/paper/Journal of the European Ceramic Society

Friction Coefficient Calculation and Mechanism Analysis for MoS2 Nanoparticle from Molecular Dynamics Simulation

C-S. Chen, ,H-J. Cian, C-H. Yu, C-W. Huang

2014.06/paper/Procedia Engineering

A micromechanics study of competing mechanisms for creep fracture of zirconium diboride polycrystals

C-H Yu, C-W Huang, C-S Chen, Y Gao, C-H Hsueh*

2013.05/paper/Journal of the European Ceramic Society

Effects of grain boundary heterogeneities on creep fracture studied by rate-dependent cohesive model

C-H Yu, C-W Huang, C-S Chen, Y Gao, C-H Hsueh*

2012.05/paper/Engineering Fracture Mechanics

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