Skip to content
PhysiOpt: Physics-Driven Shape Optimization for 3D Generative Models
Discovering Folding Lines for Surface Compression
BrepDiff: Single-stage B-rep Diffusion Model
Data-Efficient Discovery of Hyperelastic TPMS Metamaterials with Extreme Energy Dissipation
AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization
Yunsheng Tian, Pavle Vanja Konaković, Beichen Li, Ane Zuniga, Michael Foshey, Timothy Erps, Wojciech Matusik, Mina Konaković Luković
Neural Information Processing Systems (NeurIPS) 2023 RealML Workshop
Paper | Webpage | Platform
Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
Yunsheng Tian, Ane Zuniga, Xinwei Zhang, Johannes P. Dürholt, Payel Das, Jie Chen, Wojciech Matusik, Mina Konaković Luković
International Conference on Machine Learning (ICML) 2024
Paper | Code
AutoOED: Automated Optimal Experiment Design Platform
Yunsheng Tian, Mina Konaković Luković, Timothy Erps, Michael Foshey, Wojciech Matusik
arXiv 2021
Paper | Webpage | Code
Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations
Mina Konaković Luković*, Yunsheng Tian*, Wojciech Matusik
Advances in Neural Information Processing Systems (NeurIPS) 2020
Paper | Webpage | Video | Code
RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design
Allan Zhao, Jie Xu, Mina Konaković-Luković, Josephine Hughes, Andrew Spielberg, Daniela Rus, Wojciech Matusik
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) 2020
Paper | Webpage | Video | Code
Computational Design of Auxetic Shells
Mina Konaković Luković
Mark Pauly (Dir.)
EPFL PhD Thesis No. 9662
Thesis | Webpage
X-Shells: A New Class of Deployable Beam Structures
Julian Panetta, Mina Konaković-Luković, Florin Isvoranu, Etienne Bouleau, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2019
Paper | Webpage | Code
Computational Design of Deployable Auxetic Shells
Mina Konaković-Luković, Pavle Konaković, Mark Pauly
Advances in Architectural Geometry 2018
Paper | Webpage
Rapid Deployment of Curved Surfaces via Programmable Auxetics
Mina Konaković-Luković, Julian Panetta, Keenan Crane, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2018
Paper | Webpage | Video
Double-layered Timber Plate Shell
Christopher Robeller, Mina Konaković, Mira Dedijer, Mark Pauly, Yves Weinand
International Journal of Space Structures 2017
Paper
A Double-layered Timber Plate Shell:
Computational Methods for Assembly, Prefabrication and Structural Design
Christopher Robeller, Mina Konaković, Mira Dedijer, Mark Pauly, Yves Weinand
Advances in Architectural Geometry 2016
Paper | Webpage
Beyond Developable:
Computational Design and Fabrication with Auxetic Materials
Mina Konaković, Keenan Crane, Bailing Deng, Sofien Bouaziz, Daniel Piker, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH) 2016
Paper | Webpage | Video