Cosmin Anitescu

According to our database, Cosmin Anitescu authored at least 23 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Deep Energy Method with Large Language Model assistance: an open-source Streamlit-based platform for solving variational PDEs.

Yizheng Wang, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

CoRR, February, 2026

Pretrain Finite Element Method: A Pretraining and Warm-start Framework for PDEs via Physics-Informed Neural Operators.

Yizheng Wang, Zhongkai Hao, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

CoRR, January, 2026

Scientific Machine Learning with Engineering Applications

Timon Rabczuk, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang, Yizheng Wang

Springer, ISBN: 978-3-032-20307-6, 2026

2025

NOWS: Neural Operator Warm Starts for Accelerating Iterative Solvers.

Mohammad Sadegh Eshaghi, Cosmin Anitescu, Navid Valizadeh, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk

CoRR, November, 2025

Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation.

Yizheng Wang, Jinshuai Bai, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

CoRR, February, 2025

2024

Artificial intelligence for partial differential equations in computational mechanics: A review.

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

CoRR, 2024

DeepNetBeam: A Framework for the Analysis of Functionally Graded Porous Beams.

Mohammad Sadegh Eshaghi, Mostafa Bamdad, Cosmin Anitescu, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk

CoRR, 2024

Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving PDEs based on Kolmogorov Arnold Networks.

Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu

CoRR, 2024

2023

CAD-compatible structural shape optimization with a movable Bézier tetrahedral mesh.

Jorge López, Cosmin Anitescu, Timon Rabczuk

CoRR, 2023

A discontinuous Galerkin method based isogeometric analysis framework for flexoelectricity in micro-architected dielectric solids.

Saurav Sharma, Cosmin Anitescu, Timon Rabczuk

CoRR, 2023

2022

Domain adaptation based transfer learning approach for solving PDEs on complex geometries.

Ayan Chakraborty, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk

Eng. Comput., 2022

Variational energy based XPINNs for phase field analysis in brittle fracture.

Ayan Chakraborty, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang, Timon Rabczuk

CoRR, 2022

2021

A robust monolithic solver for phase-field fracture integrated with fracture energy based arc-length method and under-relaxation.

Ritukesh Bharali, Somdatta Goswami, Cosmin Anitescu, Timon Rabczuk

CoRR, 2021

2020

Structural shape optimization using Bézier triangles and a CAD-compatible boundary representation.

Jorge López, Cosmin Anitescu, Navid Valizadeh, Timon Rabczuk, Naif Alajlan

Eng. Comput., 2020

2019

An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications.

Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami, Vien Minh Nguyen-Thanh, Hongwei Guo, Khader M. Hamdia, Timon Rabczuk, Xiaoying Zhuang

CoRR, 2019

Transfer learning enhanced physics informed neural network for phase-field modeling of fracture.

Somdatta Goswami, Cosmin Anitescu, Souvik Chakraborty, Timon Rabczuk

CoRR, 2019

h- and p-adaptivity driven by recovery and residual-based error estimators for PHT-splines applied to time-harmonic acoustics.

Javier Videla, Cosmin Anitescu, Tahsin Khajah, Stéphane P. A. Bordas, Elena Atroshchenko

Comput. Math. Appl., 2019

Joint image segmentation and registration based on a dynamic level set approach using truncated hierarchical B-splines.

Aishwarya Pawar, Yongjie Jessica Zhang, Cosmin Anitescu, Timon Rabczuk

Comput. Math. Appl., 2019

2018

Isogeometric analysis with strong multipatch <i>C</i>¹-coupling.

Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk

Comput. Aided Geom. Des., 2018

2017

Volumetric parametrization from a level set boundary representation with PHT-splines.

Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk

Comput. Aided Des., 2017

2016

Adaptive FEM-based nonrigid image registration using truncated hierarchical B-splines.

Aishwarya Pawar, Yongjie Zhang, Yue Jia, Xiaodong Wei, Timon Rabczuk, Chiu Ling Chan, Cosmin Anitescu

Comput. Math. Appl., 2016

2015

Isogeometric analysis: An overview and computer implementation aspects.

Vinh Phu Nguyen, Cosmin Anitescu, Stéphane P. A. Bordas, Timon Rabczuk

Math. Comput. Simul., 2015

2011

Approximation properties of the Generalized Finite Element Method.

Cosmin Anitescu, Uday Banerjee

Adv. Comput. Math., 2011