Anton van Beek

University College Dublin — Ireland

Computer Science · Physical Sciences

13h-index578citations77works0.92yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(14), Tribology and Lubrication Engineering(14), Gear and Bearing Dynamics Analysis(11), Probabilistic and Robust Engineering Design(9), Manufacturing Process and Optimization(9)

Publications77 total

Special Issue: Data-Driven Design Under Uncertainty
Journal of Mechanical Design·2026Open Access
A Decision Support Framework for the Co-Design Exploration of Manufacturing Systems
SSRN Electronic Journal·2026Open Access
A Comparative Analysis of Robust and Reliable Designs Using the Compromise Decision Support Problem: A Case Study in Hot Rod Rolling Processes
arXiv (Cornell University)·2025Open Access
A Multi-Goal, Multidisciplinary Decision Support Framework for Co-Design Exploration
2025
NOSTRA: A Noise-Resilient and Sparse Data Framework for Trust Region Based Multi-Objective Bayesian Optimization
2025Open Access
Flow Battery Manifold Design With Heterogeneous Inputs Through Generative Adversarial Neural Networks
2025Open Access
A Comparative Analysis of Robust and Reliable Designs Using the Compromise Decision Support Problem: A Case Study in Hot Rod Rolling Processes
2025
Flow Battery Manifold Design with Heterogeneous Inputs Through Generative Adversarial Neural Networks
arXiv (Cornell University)·2025Open Access
Coordination Control of Differential Assisted Steering and Stability for Distributed Drive Electric Vehicles Based on Twin Delayed Deep Deterministic Policy Gradient
2025
Ethical Generative Artificial Intelligence in Design Education: A Multi-Stakeholder Framework
2025
Gaussian Processes for Design Using Nondifferentiable Functions With Jump Discontinuities
Journal of Mechanical Design·2025
Bayesian Optimization for Intrinsically Noisy Response Surfaces
arXiv (Cornell University)·2025Open Access
Uncertainty quantification and propagation for multiscale materials systems with agglomeration and structural anomalies
Computer Methods in Applied Mechanics and Engineering·2024· 3 cited
Maritime Unmanned Rescue System-of-Systems Design Based on Attention Transformer
2024· 1 cited
Biorenewable Exfoliation of Electronic-Grade Printable Graphene Using Carboxylated Cellulose Nanocrystals
ACS Applied Materials & Interfaces·2024· 5 cited
Gaussian Processes for Non-Differentiable Functions With Jump Discontinuities
2024
Bayesian Optimization of Environmentally Sustainable Graphene Inks Produced by Wet Jet Milling
Small·2024· 7 citedOpen Access
Uncertainty Quantification and Propagation for Multiscale Materials Systems with Agglomeration and Structural Anomalies
SSRN Electronic Journal·2024Open Access
Semi-Parametric Functional Calibration Using Uncertainty Quantification Based Decision Support
Journal of Verification Validation and Uncertainty Quantification·2023Open Access
Digital twins for the designs of systems: a perspective
Structural and Multidisciplinary Optimization·2023· 32 cited
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Frequent Co-authors

Wei Chen(15), Ron A.J. van Ostayen(11), Daniel W. Apley(8), Siyu Tao(6), Yu‐Chin Chan(4), Umar Farooq Ghumman(4), Joydeep Munshi(4), TeYu Chien(4), Ganesh Balasubramanian(4), Klaas van Breugel(4), M.A. Hilhorst(4), Matthew Plumlee(3), Wing Kam Liu(3), Liwei Wang(2), Daicong Da(2), Ping Zhu(2), Vispi Karkaria(2), Doksoo Lee(2), Mink Ros(2), Guido M. J. Delhaes(2)