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A generic physics-informed neural network-based constitutive model for soft biological tissues
Liu, Minliang, Liang, Liang, Sun, Wei
Published in Computer methods in applied mechanics and engineering (01.12.2020)
Published in Computer methods in applied mechanics and engineering (01.12.2020)
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1-D coupled surface flow and transport equations revisited via the physics-informed neural network approach
Niu, Jie, Xu, Wei, Qiu, Han, Li, Shan, Dong, Feifei
Published in Journal of hydrology (Amsterdam) (01.10.2023)
Published in Journal of hydrology (Amsterdam) (01.10.2023)
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Dynamic Response Prediction of a Cantilever Beam Under Different Boundary Constraints and Excitation Conditions Based on an Improved Physics‐Informed Neural Network
Zhang, Xinyu, Zhu, Hao, Xu, Wei
Published in The structural design of tall and special buildings (10.02.2025)
Published in The structural design of tall and special buildings (10.02.2025)
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Transient Thermal Distribution in a Wavy Fin Using Finite Difference Approximation Based Physics Informed Neural Network
Alzaid, Sara Salem, Alkahtani, Badr Saad T., Chandan, Kumar, Kumar, Ravikumar Shashikala Varun
Published in Computer modeling in engineering & sciences (2024)
Published in Computer modeling in engineering & sciences (2024)
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Physics-informed deep learning of rate-and-state fault friction
Rucker, Cody, Erickson, Brittany A.
Published in Computer methods in applied mechanics and engineering (01.10.2024)
Published in Computer methods in applied mechanics and engineering (01.10.2024)
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CDAnet: A Physics‐Informed Deep Neural Network for Downscaling Fluid Flows
Hammoud, Mohamad Abed El Rahman, Titi, Edriss S., Hoteit, Ibrahim, Knio, Omar
Published in Journal of advances in modeling earth systems (01.12.2022)
Published in Journal of advances in modeling earth systems (01.12.2022)
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A physics-informed deep learning approach to predicting bilateral ground reaction forces and centre of pressure from a single forceplate during gait
Yu, Cheng-Hao, Lu, Shiuan-Huei, Lu, Yi-Fu, Wu, Kuan-Wen, Lu, Yi-Ling, Wang, Jr-Yi, Wang, Ting-Ming, Lu, Tung-Wu
Published in Gait & posture (01.10.2025)
Published in Gait & posture (01.10.2025)
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Myo-regressor Deep Informed Neural NetwOrk (Myo-DINO) for fast MR parameters mapping in neuromuscular disorders
Barzaghi, Leonardo, Brero, Francesca, Cabini, Raffaella Fiamma, Paoletti, Matteo, Monforte, Mauro, Lizzi, Francesca, Santini, Francesco, Deligianni, Xeni, Bergsland, Niels, Ravaglia, Sabrina, Cavagna, Lorenzo, Diamanti, Luca, Bonizzoni, Chiara, Lascialfari, Alessandro, Figini, Silvia, Ricci, Enzo, Postuma, Ian, Pichiecchio, Anna
Published in Computer methods and programs in biomedicine (01.11.2024)
Published in Computer methods and programs in biomedicine (01.11.2024)
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