Cosmin Anitescu

23 papers Journal 23

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Energy Method with Large Language Model assistance: an open-source Streamlit-based platform for solving variational PDEs. CoRR Yizheng Wang, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
2026	J	`jnl`	Pretrain Finite Element Method: A Pretraining and Warm-start Framework for PDEs via Physics-Informed Neural Operators. CoRR Yizheng Wang, Zhongkai Hao, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
2025	J	`jnl`	NOWS: Neural Operator Warm Starts for Accelerating Iterative Solvers. CoRR Mohammad Sadegh Eshaghi, Cosmin Anitescu, Navid Valizadeh, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk
2025	J	`jnl`	Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation. CoRR Yizheng Wang, Jinshuai Bai, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
2024	J	`jnl`	Artificial intelligence for partial differential equations in computational mechanics: A review. CoRR Yizheng Wang, Jinshuai Bai, Zhongya Lin, Qimin Wang, Cosmin Anitescu, Jia Sun, Mohammad Sadegh Eshaghi, Yuantong Gu, Xi-Qiao Feng, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
2024	J	`jnl`	DeepNetBeam: A Framework for the Analysis of Functionally Graded Porous Beams. CoRR Mohammad Sadegh Eshaghi, Mostafa Bamdad, Cosmin Anitescu, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk
2024	J	`jnl`	Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving PDEs based on Kolmogorov Arnold Networks. CoRR Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
2023	J	`jnl`	A discontinuous Galerkin method based isogeometric analysis framework for flexoelectricity in micro-architected dielectric solids. CoRR Saurav Sharma, Cosmin Anitescu, Timon Rabczuk
2023	J	`jnl`	CAD-compatible structural shape optimization with a movable Bézier tetrahedral mesh. CoRR Jorge López, Cosmin Anitescu, Timon Rabczuk
2022	J	`jnl`	Domain adaptation based transfer learning approach for solving PDEs on complex geometries. Eng. Comput. Ayan Chakraborty, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk
2022	J	`jnl`	Variational energy based XPINNs for phase field analysis in brittle fracture. CoRR Ayan Chakraborty, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang, Timon Rabczuk
2021	J	`jnl`	A robust monolithic solver for phase-field fracture integrated with fracture energy based arc-length method and under-relaxation. CoRR Ritukesh Bharali, Somdatta Goswami, Cosmin Anitescu, Timon Rabczuk
2020	J	`jnl`	Structural shape optimization using Bézier triangles and a CAD-compatible boundary representation. Eng. Comput. Jorge López, Cosmin Anitescu, Navid Valizadeh, Timon Rabczuk, Naif Alajlan
2019	J	`jnl`	An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications. CoRR Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami, Vien Minh Nguyen-Thanh, Hongwei Guo, Khader M. Hamdia, Timon Rabczuk, Xiaoying Zhuang
2019	J	`jnl`	Joint image segmentation and registration based on a dynamic level set approach using truncated hierarchical B-splines. Comput. Math. Appl. Aishwarya Pawar, Yongjie Jessica Zhang, Cosmin Anitescu, Timon Rabczuk
2019	J	`jnl`	Transfer learning enhanced physics informed neural network for phase-field modeling of fracture. CoRR Somdatta Goswami, Cosmin Anitescu, Souvik Chakraborty, Timon Rabczuk
2019	J	`jnl`	h- and p-adaptivity driven by recovery and residual-based error estimators for PHT-splines applied to time-harmonic acoustics. Comput. Math. Appl. Javier Videla, Cosmin Anitescu, Tahsin Khajah, Stéphane P. A. Bordas, Elena Atroshchenko
2018	J	`jnl`	Isogeometric analysis with strong multipatch Comput. Aided Geom. Des. Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
2017	J	`jnl`	Volumetric parametrization from a level set boundary representation with PHT Splines. CoRR Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
2017	J	`jnl`	Volumetric parametrization from a level set boundary representation with PHT-splines. Comput. Aided Des. Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
2016	J	`jnl`	Adaptive FEM-based nonrigid image registration using truncated hierarchical B-splines. Comput. Math. Appl. Aishwarya Pawar, Yongjie Zhang, Yue Jia, Xiaodong Wei, Timon Rabczuk, Chiu Ling Chan, Cosmin Anitescu
2015	J	`jnl`	Isogeometric analysis: An overview and computer implementation aspects. Math. Comput. Simul. Vinh Phu Nguyen, Cosmin Anitescu, Stéphane P. A. Bordas, Timon Rabczuk
2011	J	`jnl`	Approximation properties of the Generalized Finite Element Method. Adv. Comput. Math. Cosmin Anitescu, Uday Banerjee