Sigrid Adriaenssens

According to our database, Sigrid Adriaenssens authored at least 23 papers between 2013 and 2026.

Collaborative distances:

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

2026

Physics-informed neural networks for form-finding of unilateral membrane structures.

Luigi Sibille, Sigrid Adriaenssens, Carlo Olivieri

CoRR, May, 2026

Hyper-reduction methods for accelerating nonlinear finite element simulations: open source implementation and reproducible benchmarks.

Axel Larsson, Minji Kim, Chris Vales, Sigrid Adriaenssens, Dylan Matthew Copeland, Youngsoo Choi, Siu Wun Cheung

CoRR, February, 2026

A Latency-Aware Framework for Visuomotor Policy Learning on Industrial Robots.

Daniel Ruan, Salma Mozaffari, Sigrid Adriaenssens, Arash Adel

CoRR, February, 2026

Architectural swarms for responsive façades and creative expression.

Merihan Alhafnawi, Jad Bendarkawi, Yenet Tafesse, Lucia Stein-Montalvo, Azariah Jones, Vicky Chow, Sigrid Adriaenssens, Radhika Nagpal

Sci. Robotics, 2026

2025

Learning Diffusion Policies for Robotic Manipulation of Timber Joinery under Fabrication Uncertainty.

Salma Mozaffari, Daniel Ruan, William van den Bogert, Nima Fazeli, Sigrid Adriaenssens, Arash Adel

CoRR, November, 2025

Loom-Based Mechanized Crochet.

Norah Smith, Daniela Mitterberger, Sigrid Adriaenssens

Proceedings of the Adjunct Proceedings of the 10th ACM Symposium on Computational Fabrication, 2025

Real-time design of architectural structures with differentiable mechanics and neural networks.

Rafael Pastrana, Eder Medina, Isabel M. de Oliveira, Sigrid Adriaenssens, Ryan P. Adams

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Airy-Based Form-Finding of Purely Compressed Masonry Shells Under Vertical and Horizontal Loads.

Sam Cocking, Luigi Sibille, Sigrid Adriaenssens, Americo Cunha Jr., Francesco Fabbrocino, Carlo Olivieri

Proceedings of the Computational Science and Its Applications - ICCSA 2025 Workshops - Istanbul, Turkey, June 30, 2025

2024

Real-time design of architectural structures with differentiable simulators and neural networks.

Rafael Pastrana, Eder Medina, Isabel M. de Oliveira, Sigrid Adriaenssens, Ryan P. Adams

CoRR, 2024

2023

JAX FDM: A differentiable solver for inverse form-finding.

Rafael Pastrana, Deniz Oktay, Ryan P. Adams, Sigrid Adriaenssens

CoRR, 2023

2022

Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks.

Tianju Xue, Sigrid Adriaenssens, Sheng Mao

CoRR, 2022

2021

A new finite element level set reinitialization method based on the shifted boundary method.

Tianju Xue, WaiChing Sun, Sigrid Adriaenssens, Yujie Wei, Chuanqi Liu

J. Comput. Phys., 2021

Three Cooperative Robotic Fabrication Methods for the Scaffold-Free Construction of a Masonry Arch.

Edvard P. G. Bruun, Rafael Pastrana, Vittorio Paris, Alessandro Beghini, Attilio Pizzigoni, Stefana Parascho, Sigrid Adriaenssens

CoRR, 2021

2020

Human-robot collaboration: a fabrication framework for the sequential design and construction of unplanned spatial structures.

Edvard P. G. Bruun, Ian Ting, Sigrid Adriaenssens, Stefana Parascho

Digit. Creativity, 2020

Amortized Finite Element Analysis for Fast PDE-Constrained Optimization.

Tianju Xue, Alex Beatson, Sigrid Adriaenssens, Ryan P. Adams

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

A multi-physics approach for modeling hygroscopic behavior in wood low-tech architectural adaptive systems.

Sherif Abdelmohsen, Sigrid Adriaenssens, Rana El-Dabaa, Stefano Gabriele, Luigi Olivieri, Luciano Teresi

Comput. Aided Des., 2019

2015

Material driven design for a chocolate pavilion.

Alexander Jordan, Sigrid Adriaenssens, Axel Kilian, Mark Adriaenssens, Zachary Freed

Comput. Aided Des., 2015

Form finding and analysis of inflatable dams using dynamic relaxation.

M. Streeter, Landolf Rhode-Barbarigos, Sigrid Adriaenssens

Appl. Math. Comput., 2015

2014

Structural Optimization of Deploying Structures Composed of Linkages.

Ashley P. Thrall, Mu Zhu, James K. Guest, Ignacio Paya-Zaforteza, Sigrid Adriaenssens

J. Comput. Civ. Eng., 2014

Discrete topology optimization: connectivity for gridshells.

James N. Richardson, Sigrid Adriaenssens, Rajan Filomeno Coelho, Philippe Bouillard

Proceedings of the Shell Structures for Architecture - Form Finding and Optimization., 2014

Shaping forces.

Laurent Ney, Sigrid Adriaenssens

Proceedings of the Shell Structures for Architecture - Form Finding and Optimization., 2014

Dynamic relaxation: design of a strained timber gridshell.

Sigrid Adriaenssens, Mike Barnes, Richard Harris, Chris Williams

Proceedings of the Shell Structures for Architecture - Form Finding and Optimization., 2014

2013

Structural Analysis and Validation of a Smart Pantograph Mast Concept.

Branko Glisic, Sigrid Adriaenssens, Peter Szerzo

Comput. Aided Civ. Infrastructure Eng., 2013