Stéphane P. A. Bordas

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 65

Top Topics

Supervised And Unsupervised Learning

Error Estimation

Top Venues

Comput. Math. Appl.

Adv. Eng. Softw.

Comput. Aided Des.

Publications

Zhaoxiang Shen, Raúl I. Sosa, Stéphane P. A. Bordas, Alexandre Tkatchenko, Jakub Lengiewicz
Quantum-informed simulations for mechanics of materials: DFTB+MBD framework. CoRR (2024)
Leilei Chen, Haojie Lian, Hao-Wen Dong, Peng Yu, Shujie Jiang, Stéphane P. A. Bordas
Broadband topology optimization of three-dimensional structural-acoustic interaction with reduced order isogeometric FEM/BEM. J. Comput. Phys. 509 (2024)
Arnaud Mazier, Sidaty El Hadramy, Jean-Nicolas Brunet, Jack S. Hale, Stéphane Cotin, Stéphane P. A. Bordas
Sonics: develop intuition on biomechanical systems through interactive error controlled simulations. Eng. Comput. 40 (3) (2024)
Saurabh Deshpande, Stéphane P. A. Bordas, Jakub Lengiewicz
MAgNET: A graph U-Net architecture for mesh-based simulations. Eng. Appl. Artif. Intell. 133 (2024)
Senlin Zhang, Bo Yu, Leilei Chen, Haojie Lian, Stéphane P. A. Bordas
Isogeometric dual reciprocity BEM for solving time-domain acoustic wave problems. Comput. Math. Appl. 160 (2024)
Huu Phuoc Bui, Michel Duprez, Pierre-Yves Rohan, Arnaud Lejeune, Stéphane P. A. Bordas, Marek Bucki, Franz Chouly
Enhancing Biomechanical Simulations Based on A Posteriori Error Estimates: The Potential of Dual Weighted Residual-Driven Adaptive Mesh Refinement. CoRR (2024)
Paris Papavasileiou, Dimitrios G. Giovanis, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Ioannis G. Kevrekidis, Andreas G. Boudouvis, Stéphane P. A. Bordas, Eleni D. Koronaki
Integrating supervised and unsupervised learning approaches to unveil critical process inputs. CoRR (2024)
Elisa Gómez de Lope, Saurabh Deshpande, Ramón Viñas Torné, Pietro Liò, Enrico Glaab, Stéphane P. A. Bordas
Graph Representation Learning Strategies for Omics Data: A Case Study on Parkinson's Disease. CoRR (2024)
Roland Becker, Stéphane P. A. Bordas, Franz Chouly, Pascal Omnes
A short perspective on a posteriori error control and adaptive discretizations. CoRR (2024)
Saurabh Deshpande, Hussein Rappel, Mark Hobbs, Stéphane P. A. Bordas, Jakub Lengiewicz
Gaussian process regression + deep neural network autoencoder for probabilistic surrogate modeling in nonlinear mechanics of solids. CoRR (2024)
T. T. V. Le, Nam Mai-Duy, K. Le-Cao, Stéphane P. A. Bordas, D. P. Vu, Thanh Tran-Cong
A non-boundary-fitted-grid method, based on compact integrated-RBF approximations, for solving differential problems in multiply-connected domains. J. Comput. Sci. 79 (2024)
Adam Sky, Jack S. Hale, Andreas Zilian, Stéphane P. A. Bordas, Patrizio Neff
Intrinsic mixed-dimensional beam-shell-solid couplings in linear Cosserat continua via tangential differential calculus. CoRR (2024)
Geremy Loachamín Suntaxi, Paris Papavasileiou, Eleni D. Koronaki, Dimitrios G. Giovanis, Georgios Gakis, Ioannis G. Aviziotis, Martin Kathrein, Gabriele Pozzetti, Christoph Czettl, Stéphane P. A. Bordas, Andreas G. Boudouvis
Discovering deposition process regimes: leveraging unsupervised learning for process insights, surrogate modeling, and sensitivity analysis. CoRR (2024)
Sofia Farina, Valérie Voorsluijs, Sonja Fixemer, David S. Bouvier, Susanne Claus, Mark H. Ellisman, Stéphane P. A. Bordas, Alexander Skupin
Mechanistic multiscale modelling of energy metabolism in human astrocytes reveals the impact of morphology changes in Alzheimer's Disease. PLoS Comput. Biol. 19 (9) (2023)
Pratik Suchde, Christian Leithäuser, Jörg Kuhnert, Stéphane P. A. Bordas
Volume and Mass Conservation in Lagrangian Meshfree Methods. CoRR (2023)
Arnaud Mazier, Stéphane P. A. Bordas
Breast simulation pipeline: from medical imaging to patient-specific simulations. CoRR (2023)
Thibault Jacquemin, Pratik Suchde, Stéphane P. A. Bordas
Smart Cloud Collocation: Geometry-Aware Adaptivity Directly From CAD. Comput. Aided Des. 154 (2023)
Paris Papavasileiou, Eleni D. Koronaki, Gabriele Pozzetti, Martin Kathrein, Christoph Czettl, Andreas G. Boudouvis, Stéphane P. A. Bordas
Equation-based and data-driven modeling strategies for industrial coating processes. Comput. Ind. 149 (2023)
Raphaël Bulle, Jack S. Hale, Alexei Lozinski, Stéphane P. A. Bordas, Franz Chouly
Hierarchical a posteriori error estimation of Bank-Weiser type in the FEniCS Project. Comput. Math. Appl. 131 (2023)
Chintan Jansari, Stéphane P. A. Bordas, Elena Atroshchenko
Level set topology optimization of metamaterial-based heat manipulators using isogeometric analysis. CoRR (2023)
Antoine Perney, Stéphane P. A. Bordas, Pierre Kerfriden
NURBS-based surface generation from 3D images: spectral construction and data-driven model selection. J. Comput. Des. Eng. 10 (4) (2023)
Raphaël Bulle, Olga Barrera, Stéphane P. A. Bordas, Franz Chouly, Jack S. Hale
An a posteriori error estimator for the spectral fractional power of the Laplacian. CoRR (2022)
Arnaud Mazier, Alexandre Bilger, Antonio E. Forte, Igor Peterlík, Jack S. Hale, Stéphane P. A. Bordas
Inverse deformation analysis: an experimental and numerical assessment using the FEniCS Project. Eng. Comput. 38 (5) (2022)
Vasilis Krokos, Stéphane P. A. Bordas, Pierre Kerfriden
A Graph-based probabilistic geometric deep learning framework with online physics-based corrections to predict the criticality of defects in porous materials. CoRR (2022)
Saurabh Deshpande, Raúl I. Sosa, Stéphane P. A. Bordas, Jakub Lengiewicz
Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics. CoRR (2022)
Arnaud Mazier, Sidaty El Hadramy, Jean-Nicolas Brunet, Jack S. Hale, Stéphane Cotin, Stéphane P. A. Bordas
SOniCS: Develop intuition on biomechanical systems through interactive error controlled simulations. CoRR (2022)
Chintan Jansari, Stéphane P. A. Bordas, Elena Atroshchenko
Design of metamaterial-based heat manipulators by isogeometric shape optimization. CoRR (2022)
Saurabh Deshpande, Jakub Lengiewicz, Stéphane P. A. Bordas
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations. CoRR (2022)
Thibault Jacquemin, Pratik Suchde, Stéphane P. A. Bordas
Smart cloud collocation: geometry-aware adaptivity directly from CAD. CoRR (2022)
Stéphane Urcun, Guillermo Lorenzo, Davide Baroli, Pierre-Yves Rohan, Giuseppe Sciumè, Wafa Skalli, Vincent Lubrano, Stéphane P. A. Bordas
Oncology and mechanics: landmark studies and promising clinical applications. CoRR (2022)
Sofia Farina, Susanne Claus, Jack S. Hale, Alexander Skupin, Stéphane P. A. Bordas
A cut finite element method for spatially resolved energy metabolism models in complex neuro-cell morphologies with minimal remeshing. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Konstantinos Agathos, Tim Dodwell, Eleni N. Chatzi, Stéphane P. A. Bordas
An adapted deflated conjugate gradient solver for robust extended/generalised finite element solutions of large scale, 3D crack propagation problems. CoRR (2021)
S. Vijayaraghavan, L. Wu, L. Noels, Stéphane P. A. Bordas, S. Natarajan, Lars A. A. Beex
Neural-network acceleration of projection-based model-order-reduction for finite plasticity: Application to RVEs. CoRR (2021)
Arnaud Mazier, Sophie Ribes, Romain Testylier, Frédéric Van Meer, Benjamin Gilles, François Faure, Stéphane P. A. Bordas
A rigged model of the breast for preoperative surgical planning. CoRR (2021)
Octavio A. González-Estrada, Sundararajan Natarajan, Juan José Ródenas, Stéphane P. A. Bordas
Error estimation for the polygonal finite element method for smooth and singular linear elasticity. Comput. Math. Appl. 92 (2021)
Anja K. Leist, Matthias Klee, Jung Hyun Kim, David H. Rehkopf, Stéphane P. A. Bordas, Graciela Muniz-Terrera, Sara Wade
Machine learning in the social and health sciences. CoRR (2021)
Rowan Spencer, Pavlos A. Gkinis, E. D. Koronaki, Dimitrios I. Gerogiorgis, Stéphane P. A. Bordas, Andreas G. Boudouvis
Investigation of the chemical vapor deposition of Cu from copper amidinate through data driven efficient CFD modelling. Comput. Chem. Eng. 149 (2021)
Ali Alijani, Olga Barrera, Stéphane P. A. Bordas
Circumferential Crack Modeling of Thin Cylindrical Shells in Modal Deformation. CoRR (2021)
Arnaud Mazier, Alexandre Bilger, Antonio E. Forte, Igor Peterlík, Jack S. Hale, Stéphane P. A. Bordas
Inverse deformation analysis: an experimental and numerical assessment using the FEniCS Project. CoRR (2021)
Raphaël Bulle, Jack S. Hale, Alexei Lozinski, Stéphane P. A. Bordas, Franz Chouly
Hierarchical a posteriori error estimation of Bank-Weiser type in the FEniCS Project. CoRR (2021)
Saurabh Deshpande, Jakub Lengiewicz, Stéphane P. A. Bordas
FEM-based Real-Time Simulations of Large Deformations with Probabilistic Deep Learning. CoRR (2021)
Benoît Piranda, Pawel Chodkiewicz, Pawel Holobut, Stéphane P. A. Bordas, Julien Bourgeois, Jakub Lengiewicz
Distributed Prediction of Unsafe Reconfiguration Scenarios of Modular Robotic Programmable Matter. IEEE Trans. Robotics 37 (6) (2021)
Vasilis Krokos, Viet Bui Xuan, Stéphane P. A. Bordas, Philippe Young, Pierre Kerfriden
Bayesian Convolutional Neural Networks as probabilistic surrogates for the fast prediction of stress fields in structures with microscale features. CoRR (2020)
Pawel Holobut, Stéphane P. A. Bordas, Jakub Lengiewicz
Autonomous model-based assessment of mechanical failures of reconfigurable modular robots with a Conjugate Gradient solver. IROS (2020)
Chensen Ding, Kumar K. Tamma, Xiangyang Cui, Yanjun Ding, Guangyao Li, Stéphane P. A. Bordas
th high order perturbation-based stochastic isogeometric method and implementation for quantifying geometric uncertainty in shell structures. Adv. Eng. Softw. 148 (2020)
Thibault Jacquemin, Satyendra Tomar, Konstantinos Agathos, Shoya Mohseni-Mofidi, Stéphane P. A. Bordas
Taylor-series expansion based numerical methods: a primer, performance benchmarking and new approaches for problems with non-smooth solutions. CoRR (2020)
L. L. Chen, Y. Zhang, Haojie Lian, Elena Atroshchenko, Chensen Ding, Stéphane P. A. Bordas
Seamless integration of computer-aided geometric modeling and acoustic simulation: Isogeometric boundary element methods based on Catmull-Clark subdivision surfaces. Adv. Eng. Softw. 149 (2020)
Benoît Piranda, Pawel Chodkiewicz, Pawel Holobut, Stéphane P. A. Bordas, Julien Bourgeois, Jakub Lengiewicz
Distributed prediction of unsafe reconfiguration scenarios of modular-robotic Programmable Matter. CoRR (2020)
Anas Obeidat, Stéphane P. A. Bordas
An implicit boundary approach for viscous compressible high Reynolds flows using a hybrid remeshed particle hydrodynamics method. J. Comput. Phys. 391 (2019)
Javier Videla, Cosmin Anitescu, Tahsin Khajah, Stéphane P. A. Bordas, Elena Atroshchenko
h- and p-adaptivity driven by recovery and residual-based error estimators for PHT-splines applied to time-harmonic acoustics. Comput. Math. Appl. 77 (9) (2019)
E. D. Koronaki, Pavlos A. Gkinis, Lars A. A. Beex, Stéphane P. A. Bordas, Constantinos Theodoropoulos, Andreas G. Boudouvis
Classification of states and model order reduction of large scale Chemical Vapor Deposition processes with solution multiplicity. Comput. Chem. Eng. 121 (2019)
Tuan Nguyen, Alireza Kashani, Tuan N. Nguyen, Stéphane P. A. Bordas
Deep neural network with high-order neuron for the prediction of foamed concrete strength. Comput. Aided Civ. Infrastructure Eng. 34 (4) (2019)
Michel Duprez, Stéphane P. A. Bordas, Marek Bucki, Huu Phuoc Bui, Franz Chouly, Vanessa Lleras, Claudio Lobos, Alexei Lozinski, Pierre-Yves Rohan, Satyendra Tomar
Quantifying discretization errors for soft-tissue simulation in computer assisted surgery: a preliminary study. CoRR (2018)
Stéphane P. A. Bordas, Sundararajan Natarajan, Andreas Zilian
Mathematical Modelling and Artificial Intelligence in Luxembourg: Twenty PhD Students to be Trained in Data-Driven Modelling. ERCIM News 2018 (115) (2018)
Huu Phuoc Bui, Satyendra Tomar, Hadrien Courtecuisse, Stephane Cotin, Stéphane P. A. Bordas
Real-Time Error Control for Surgical Simulation. IEEE Trans. Biomed. Eng. 65 (3) (2018)
Christophe Ley, Stéphane P. A. Bordas
What makes Data Science different? A discussion involving Statistics2.0 and Computational Sciences. Int. J. Data Sci. Anal. 6 (3) (2018)
Huu Phuoc Bui, Satyendra Tomar, Hadrien Courtecuisse, Michel A. Audette, Stéphane Cotin, Stéphane P. A. Bordas
Controlling the Error on Target Motion through Real-time Mesh Adaptation: Applications to Deep Brain Stimulation. CoRR (2017)
Sina Sinaie, Vinh Phu Nguyen, Chi Thanh Nguyen, Stéphane P. A. Bordas
Programming the material point method in Julia. Adv. Eng. Softw. 105 (2017)
Gang Xu, Ming Li, Bernard Mourrain, Timon Rabczuk, Jinlan Xu, Stéphane P. A. Bordas
Constructing IGA-suitable planar parameterization from complex CAD boundary by domain partition and global/local optimization. CoRR (2017)
Huu Phuoc Bui, Satyendra Tomar, Stéphane P. A. Bordas
Corotational Cut Finite Element Method for real-time surgical simulation: application to needle insertion simulation. CoRR (2017)
Qingyuan Hu, Yang Xia, Sundararajan Natarajan, Andreas Zilian, Ping Hu, Stéphane P. A. Bordas
Isogeometric analysis of thin Reissner-Mindlin plates and shells: Locking phenomena and generalized local $\bar{B}$ method. CoRR (2017)
Hoang X. Nguyen, Tuan N. Nguyen, Magd Abdel Wahab, Stéphane P. A. Bordas, Hung Nguyen-Xuan, Thuc P. Vo
Isogeometric analysis for functionally graded microplates based on modified couple stress theory. CoRR (2016)
Huu Phuoc Bui, Satyendra Tomar, Rémi Bessard-Duparc, Hadrien Courtecuisse, Stéphane Cotin, Stéphane P. A. Bordas
Real-time error controlled adaptive mesh refinement: Application to needle insertion simulation. CoRR (2016)
Hussein Rappel, Lars A. A. Beex, Jack S. Hale, Stéphane P. A. Bordas
Bayesian inference for the stochastic identification of elastoplastic material parameters: Introduction, misconceptions and additional insight. CoRR (2016)
Tahsin Khajah, Xavier Antoine, Stéphane P. A. Bordas
Isogeometric finite element analysis of time-harmonic exterior acoustic scattering problems. CoRR (2016)
Vinh Phu Nguyen, Cosmin Anitescu, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis: An overview and computer implementation aspects. Math. Comput. Simul. 117 (2015)
Thanh Hai Ong, Thi Thao Phuong Hoang, Stéphane P. A. Bordas, Hung Nguyen-Xuan
A Staggered Cell-Centered Finite Element Method for Compressible and Nearly-Incompressible Linear Elasticity on General Meshes. SIAM J. Numer. Anal. 53 (4) (2015)
Hadrien Courtecuisse, Jérémie Allard, Pierre Kerfriden, Stéphane P. A. Bordas, Stephane Cotin, Christian Duriez
Real-time simulation of contact and cutting of heterogeneous soft-tissues. Medical Image Anal. 18 (2) (2014)
Vinh Phu Nguyen, Pierre Kerfriden, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis suitable trivariate NURBS representation of composite panels with a new offset algorithm. Comput. Aided Des. 55 (2014)
Vinh Phu Nguyen, Pierre Kerfriden, Stéphane P. A. Bordas
Isogeometric cohesive elements for two and three dimensional composite delamination analysis CoRR (2013)
Hung Nguyen-Xuan, Loc V. Tran, Chien H. Thai, S. Kulasegaram, Stéphane P. A. Bordas
Isogeometric finite element analysis of functionally graded plates using a refined plate theory. CoRR (2013)
Octavio Andrés González-Estrada, Juan José Ródenas García, Stéphane P. A. Bordas, Enrique Nadal, Pierre Kerfriden, Francisco Javier Fuenmayor Fernández
Locally equilibrated stress recovery for goal oriented error estimation in the extended finite element method. CoRR (2013)
Octavio A. González-Estrada, Sundararajan Natarajan, Juan José Ródenas, Hung Nguyen-Xuan, Stéphane P. A. Bordas
Efficient recovery-based error estimation for the smoothed finite element method for smooth and singular linear elasticity CoRR (2012)
Vinh Phu Nguyen, Robert N. Simpson, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis: an overview and computer implementation aspects. CoRR (2012)
Stéphane P. A. Bordas, Sundararajan Natarajan
On the approximation in the smoothed finite element method (SFEM) CoRR (2011)
Octavio A. González-Estrada, Juan José Ródenas, Stéphane P. A. Bordas, Marc Duflot, Pierre Kerfriden, Eugenio Giner
On the role of enrichment and statical admissibility of recovered fields in a-posteriori error estimation for enriched finite element methods. CoRR (2011)
N. Nguyen-Thanh, Timon Rabczuk, Hung Nguyen-Xuan, Stéphane P. A. Bordas
An alternative alpha finite element method (AαFEM) for free and forced structural vibration using triangular meshes. J. Comput. Appl. Math. 233 (9) (2010)
Vinh Phu Nguyen, Timon Rabczuk, Stéphane P. A. Bordas, Marc Duflot
Meshless methods: A review and computer implementation aspects. Math. Comput. Simul. 79 (3) (2008)
Stéphane P. A. Bordas, James G. Conley, Brian Moran, Joe Gray, Ed Nichols
A simulation-based design paradigm for complex cast components. Eng. Comput. 23 (1) (2007)
Stéphane P. A. Bordas, Ronald H. W. Hoppe, Svetozara Petrova
Mechanical Failure in Microstructural Heterogeneous Materials. Numerical Methods and Applications (2006)