SHEN, Z., SOSA, R. I., BORDAS, S., TKATCHENKO, A., & LENGIEWICZ, J. (01 November 2024). Quantum-informed simulations for mechanics of materials: DFTB+MBD framework. International Journal of Engineering Science, 204, 104126. doi:10.1016/j.ijengsci.2024.104126 Peer Reviewed verified by ORBi |
DESHPANDE, S., SOSA, R. I., BORDAS, S., & LENGIEWICZ, J. (August 2023). Novel deep learning approaches for learning scientific simulations [Paper presentation]. The 14th International Conference of Computational Methods (ICCM2023), Ho Chi Minh, Vietnam. Peer reviewed |
DESHPANDE, S., LENGIEWICZ, J., & BORDAS, S. (27 June 2023). Novel Geometric Deep Learning Surrogate Framework for Non-Linear Finite Element Simulations [Poster presentation]. The Platform for Advanced Scientific Computing (PASC) Conference 2023. Peer reviewed |
DESHPANDE, S., BORDAS, S., & LENGIEWICZ, J. (2023). MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/54969. doi:10.1016/j.engappai.2024.108055 |
DESHPANDE, S., SOSA, R. I., BORDAS, S., & LENGIEWICZ, J. (2023). Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics. Frontiers in Materials. doi:10.3389/fmats.2023.1128954 Peer Reviewed verified by ORBi |
LAVIGNE, T., BORDAS, S., & LENGIEWICZ, J. (March 2023). Identification of material parameters and traction field for soft bodies in contact. Computer Methods in Applied Mechanics and Engineering, 406, 115889. doi:10.1016/j.cma.2023.115889 Peer Reviewed verified by ORBi |
LAVIGNE, T., MAZIER, A., Perney, A., BORDAS, S., Hild, F., & LENGIEWICZ, J. (December 2022). Digital Volume Correlation for large deformations of soft tissues: Pipeline and proof of concept for the application to breast ex vivo deformations. Journal of the Mechanical Behavior of Biomedical Materials, 136, 105490. doi:10.1016/j.jmbbm.2022.105490 Peer Reviewed verified by ORBi |
DESHPANDE, S., LENGIEWICZ, J., & BORDAS, S. (01 August 2022). Probabilistic Deep Learning for Real-Time Large Deformation Simulations. Computer Methods in Applied Mechanics and Engineering, 398 (0045-7825), 115307. doi:10.1016/j.cma.2022.115307 Peer Reviewed verified by ORBi |
DESHPANDE, S., LENGIEWICZ, J., & BORDAS, S. (2022). Real Time Hyper-elastic Simulations with Probabilistic Deep Learning. In 15th World Congress on Computational Mechanics (WCCM-XV). Peer reviewed |
MAZIER, A., LAVIGNE, T., LENGIEWICZ, J., DESHPANDE, S., URCUN, S., & BORDAS, S. (July 2022). Towards real-time patient-specific breast simulations: from full-field information to surrogate model [Paper presentation]. 9th World Congress of Biomechanics. |
DESHPANDE, S., LENGIEWICZ, J., & BORDAS, S. (28 June 2022). Real-Time Large Deformation Simulations Using Probabilistic Deep Learning Framework [Poster presentation]. The Platform for Advanced Scientific Computing (PASC) Conference. |
DESHPANDE, S., LENGIEWICZ, J., & BORDAS, S. (2022). Real-time large deformations: A probabilistic deep learning approach. In The 8th European Congress on Computational Methods in Applied Sciences and Engineering. Peer reviewed |
Magliulo, M., LENGIEWICZ, J., ZILIAN, A., & BEEX, L. (15 April 2021). Frictional interactions for non-localised beam-to-beam and beam-inside-beam contact. International Journal for Numerical Methods in Engineering, 122 (7), 1706-1731. doi:10.1002/nme.6596 Peer Reviewed verified by ORBi |
Piranda, B., Chodkiewicz, P., Holobut, P., BORDAS, S., Bourgeois, J., & LENGIEWICZ, J. (2021). Distributed Prediction of Unsafe Reconfiguration Scenarios of Modular Robotic Programmable Matter. IEEE Transactions on Robotics, 37 (6), 2226-2233. doi:10.1109/TRO.2021.3074085 Peer Reviewed verified by ORBi |
LENGIEWICZ, J., & Hołobut, P. (2021). Sztuczne życie zmiennokształtnych. |
LENGIEWICZ, J., & Hołobut, P. (2021). Artificial life of shape-shifters. |
MAGLIULO, M., LENGIEWICZ, J., ZILIAN, A., & BEEX, L. (November 2020). Beam-inside-beam contact: Mechanical simulations of slender medical instruments inside the human body. Computer Methods and Programs in Biomedicine, 196, 105527. doi:10.1016/j.cmpb.2020.105527 Peer reviewed |
LENGIEWICZ, J., de Souza, M., Lahmar, M. A., Courbon, C., Dalmas, D., Stupkiewicz, S., & Scheibert, J. (October 2020). Finite deformations govern the anisotropic shear-induced area reduction of soft elastic contacts. Journal of the Mechanics and Physics of Solids, 143, 104056. doi:10.1016/j.jmps.2020.104056 Peer Reviewed verified by ORBi |
MAGLIULO, M., LENGIEWICZ, J., ZILIAN, A., & BEEX, L. (2020). Non-localised contact between beams with circular and elliptical cross-sections. Computational Mechanics, 65, 1247-1266. doi:10.1007/s00466-020-01817-1 Peer Reviewed verified by ORBi |
Hołobut, P., LENGIEWICZ, J., & BORDAS, S. (2020). Autonomous model-based assessment of mechanical failures of reconfigurable modular robots with a Conjugate Gradient solver. In 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (pp. 11696-11702). IEEE. doi:10.1109/iros45743.2020.9341232 Peer reviewed |