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A multi-material level set-based topology optimization of flexoelectric composites
Ghasemi, Hamid, Park, Harold S., Rabczuk, Timon
Published in Computer methods in applied mechanics and engineering (15.04.2018)
Published in Computer methods in applied mechanics and engineering (15.04.2018)
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Operator inference for non-intrusive model reduction with quadratic manifolds
Geelen, Rudy, Wright, Stephen, Willcox, Karen
Published in Computer methods in applied mechanics and engineering (01.01.2023)
Published in Computer methods in applied mechanics and engineering (01.01.2023)
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Data-driven operator inference for nonintrusive projection-based model reduction
Peherstorfer, Benjamin, Willcox, Karen
Published in Computer methods in applied mechanics and engineering (01.07.2016)
Published in Computer methods in applied mechanics and engineering (01.07.2016)
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A complete Physics-Informed Neural Network-based framework for structural topology optimization
Jeong, Hyogu, Batuwatta-Gamage, Chanaka, Bai, Jinshuai, Xie, Yi Min, Rathnayaka, Charith, Zhou, Ying, Gu, YuanTong
Published in Computer methods in applied mechanics and engineering (01.12.2023)
Published in Computer methods in applied mechanics and engineering (01.12.2023)
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A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method
Rezaei, Shahed, Harandi, Ali, Moeineddin, Ahmad, Xu, Bai-Xiang, Reese, Stefanie
Published in Computer methods in applied mechanics and engineering (01.11.2022)
Published in Computer methods in applied mechanics and engineering (01.11.2022)
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Phase field modeling of fracture in multi-physics problems. Part II. Coupled brittle-to-ductile failure criteria and crack propagation in thermo-elastic–plastic solids
Miehe, C., Hofacker, M., Schänzel, L.-M., Aldakheel, F.
Published in Computer methods in applied mechanics and engineering (01.09.2015)
Published in Computer methods in applied mechanics and engineering (01.09.2015)
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A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths
Wu, Ling, Nguyen, Van Dung, Kilingar, Nanda Gopala, Noels, Ludovic
Published in Computer methods in applied mechanics and engineering (01.09.2020)
Published in Computer methods in applied mechanics and engineering (01.09.2020)
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Inverse design of shell-based mechanical metamaterial with customized loading curves based on machine learning and genetic algorithm
Wang, Yongzhen, Zeng, Qinglei, Wang, Jizhen, Li, Ying, Fang, Daining
Published in Computer methods in applied mechanics and engineering (01.11.2022)
Published in Computer methods in applied mechanics and engineering (01.11.2022)
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Constraint Energy Minimizing Generalized Multiscale Finite Element Method
Chung, Eric T., Efendiev, Yalchin, Leung, Wing Tat
Published in Computer methods in applied mechanics and engineering (01.09.2018)
Published in Computer methods in applied mechanics and engineering (01.09.2018)
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A level-set based IGA formulation for topology optimization of flexoelectric materials
Ghasemi, Hamid, Park, Harold S., Rabczuk, Timon
Published in Computer methods in applied mechanics and engineering (01.01.2017)
Published in Computer methods in applied mechanics and engineering (01.01.2017)
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A phase-field formulation for dynamic cohesive fracture
Geelen, Rudy J.M., Liu, Yingjie, Hu, Tianchen, Tupek, Michael R., Dolbow, John E.
Published in Computer methods in applied mechanics and engineering (01.05.2019)
Published in Computer methods in applied mechanics and engineering (01.05.2019)
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Mantis Search Algorithm: A novel bio-inspired algorithm for global optimization and engineering design problems
Abdel-Basset, Mohamed, Mohamed, Reda, Zidan, Mahinda, Jameel, Mohammed, Abouhawwash, Mohamed
Published in Computer methods in applied mechanics and engineering (01.10.2023)
Published in Computer methods in applied mechanics and engineering (01.10.2023)
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Phase field modeling of fracture in multi-physics problems. Part I. Balance of crack surface and failure criteria for brittle crack propagation in thermo-elastic solids
Miehe, Christian, Schänzel, Lisa-Marie, Ulmer, Heike
Published in Computer methods in applied mechanics and engineering (01.09.2015)
Published in Computer methods in applied mechanics and engineering (01.09.2015)
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Phase field modeling of fracture in multi-physics problems. Part III. Crack driving forces in hydro-poro-elasticity and hydraulic fracturing of fluid-saturated porous media
Miehe, Christian, Mauthe, Steffen
Published in Computer methods in applied mechanics and engineering (01.06.2016)
Published in Computer methods in applied mechanics and engineering (01.06.2016)
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