default author photo

Cosmin Anitescu

Bauhaus-Universität Weimar

SCHOLARLY PAPERS

4

DOWNLOADS

568

TOTAL CITATIONS

23

Scholarly Papers (4)

1.

Kolmogorov–Arnold-Informed Neural Network: A Physics-Informed Deep Learning Framework for Solving Pdes Based on Kolmogorov–Arnold Networks

Number of pages: 41 Posted: 17 Jun 2024
Tsinghua University, CNPC Engineering Technology Research and Development Company Limited, Queensland University of Technology, Bauhaus-Universität Weimar, Leibniz Universität Hannover, Leibniz Universität Hannover, Bauhaus University - Institute of Structural Mechanics and Tsinghua University
Downloads 255 (298,892)

Abstract:

Loading...

PINNs, Kolmogorov-Arnold Networks, Computational Mechanics, AI for PDEs, AI for science

2.

Deep Learning-Based Probabilistic Slope Stability Analysis Considering Spatial Variability of Soils and Saturated Seepage

Number of pages: 45 Posted: 11 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Bauhaus-Universität Weimar, affiliation not provided to SSRN and Bauhaus University - Institute of Structural Mechanics
Downloads 149 (497,070)
Citation 1

Abstract:

Loading...

Probabilistic analysis, Slope Stability, saturated seepage, spatially variable soil, physics-informed neural networks, convolutional neural networks

3.

Applications of Scientific Machine Learning for the Analysis of Functionally Graded Porous Beams

Number of pages: 32 Posted: 29 May 2024 Last Revised: 11 Jan 2025
Leibniz Universität Hannover, Bauhaus-Universität Weimar, Bauhaus-Universität Weimar, Tsinghua University, Leibniz University Hannover and Bauhaus University - Institute of Structural Mechanics
Downloads 107 (654,668)
Citation 22

Abstract:

Loading...

Functionally graded material, Porous beam, Physics-informed neural network, Deep energy methods, Fourier Neural Operator, Scientific Machine Learning

4.

PENCO: A Physics–Energy–Numerical-Consistent Operator for 3D Phase Field Modeling

Number of pages: 44 Posted: 06 Dec 2025
Bauhaus-Universität Weimar, Leibniz Universität Hannover, Bauhaus-Universität Weimar, Leibniz University Hannover and Bauhaus University - Institute of Structural Mechanics
Downloads 57 (989,921)

Abstract:

Loading...

Phase Field Systems, Neural Operators, Physics-Guided Learning, PENCO, Multi-Head Neural Operator, Fourier Neural Operator