| Generating LOD3 building models from structure-from-motion and semantic segmentation BG Pantoja-Rosero, R Achanta, M Kozinski, P Fua, F Perez-Cruz, K Beyer Automation in Construction 141, 104430, 2022 | 52 | 2022 |
| Damage-augmented digital twins towards the automated inspection of buildings BG Pantoja-Rosero, R Achanta, K Beyer Automation in Construction 150, 104842, 2023 | 47 | 2023 |
| A general mesh smoothing method for finite elements R Durand, BG Pantoja-Rosero, V Oliveira Finite Elements in Analysis and Design 158, 17-30, 2019 | 45 | 2019 |
| TOPO-Loss for continuity-preserving crack detection using deep learning BG Pantoja-Rosero, D Oner, M Kozinski, R Achanta, P Fua, F Pérez-Cruz, ... Construction and Building Materials 344, 128264, 2022 | 37 | 2022 |
| Automated image-based generation of finite element models for masonry buildings BG Pantoja-Rosero, R Achanta, K Beyer Bulletin of Earthquake Engineering 22 (7), 3441-3469, 2024 | 17 | 2024 |
| Image-based geometric digital twinning for stone masonry elements BG Pantoja-Rosero, S Saloustros, R Achanta, K Beyer Automation in Construction 145, 104632, 2023 | 16 | 2023 |
| Determining crack kinematics from imaged crack patterns BG Pantoja-Rosero, KRM dos Santos, R Achanta, A Rezaie, K Beyer Construction and Building Materials 343 (10.1016/j.conbuildmat.2022.128054 …, 2022 | 13 | 2022 |
| An image convolution-based method for the irregular stone packing problem in masonry wall construction Q Wang, BG Pantoja-Rosero, KRM dos Santos, K Beyer European Journal of Operational Research 316 (2), 733-753, 2024 | 10 | 2024 |
| Digital Twins of Stone Masonry Buildings for Damage Assessment BG Pantoja-Rosero, R Achanta, K Beyer International Conference on Structural Analysis of Historical Constructions …, 2023 | 4 | 2023 |
| Automatic Removal of Non-Architectural Elements in 3D Models of Historic Buildings with Language Embedded Radiance Fields A Rusnak, BG Pantoja-Rosero, F Kaplan, K Beyer Heritage 7 (6), 3332, 2024 | 3 | 2024 |
| Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling BG Pantoja Rosero EPFL, 2023 | 2 | 2023 |
| ANÁLISE DINÂMICA DE ESTRUTURAS DE CONCRETO ARMADO VIA ELEMENTOS FINITOS BGP Rosero, RDD Farfan | 2 | 2017 |
| Partial annotations in active learning for semantic segmentation BG Pantoja-Rosero, A Chassignet, A Rezaie, M Kozinski, R Achanta, ... Automation in Construction 168, 105828, 2024 | 1 | 2024 |
| Generation of LOD4 models for buildings towards the automated 3D modeling of BIMs and digital twins BG Pantoja-Rosero, A Rusnak, F Kaplan, K Beyer Automation in Construction 168, 105822, 2024 | 1 | 2024 |
| Uncertainty quantification for a deep learning models for image-based crack segmentation KRM dos Santos, AGJ Chassignet, BG Pantoja-Rosero, A Rezaie, ... Journal of Civil Structural Health Monitoring, 1-39, 2024 | | 2024 |
| Reducing Uncertainties in Response Predictions of Earthquake-Damaged Masonry Buildings Using Data from Image-Based Inspection M Haindl, B Pantoja-Rosero, K Beyer, IFC Smith International Conference on Structural Analysis of Historical Constructions …, 2023 | | 2023 |
| Towards real-time digital twins for post-earthquake damage assessment of masonry buildings BG Pantoja Rosero, R Achanta, K Beyer 14th North American Masonry Conference, NAMC, 2023 | | 2023 |
| Automated planning for the construction of laterally resistant masonry walls using irregular stones Q Wang, BG Pantoja Rosero, KR Maximiano Dos Santos, K Beyer ASCE Engineering Mechanics Institute 2023 Conference (EMI 2023), 2023 | | 2023 |
| Digital twins for post-earthquake damage assessment of free-standing buildings including damage information BG Pantoja Rosero, R Achanta, A Rezaie, K Beyer 3rd European Conference on Earthquake Engineering & Seismology, 2022 | | 2022 |
| Análise dinâmica de estruturas de concreto armado via elementos finitos BG Pantoja-Rosero Universidade de Brasília, 2018 | | 2018 |
Katrin BeyerEcole Polytechnique Fédérale de LausanneAdresse e-mail validée de epfl.ch
