Bryan German Pantoja-Rosero

Publications

313

Citations

H-Index

2019

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Swiss Data Science Center

ETH Zurich

Graz University of Technology

Bryan German Pantoja-Rosero is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computational geometry, and natural sciences.

ORCID

Top concepts

EngineeringImage AnalysisMachine VisionComputer VisionNatural SciencesGeometry ModelingComputational GeometryPattern RecognitionComputer-aided DesignMechanical Engineering

Publications per year

2019–2024

Publications

Generating LOD3 building models from structure-from-motion and semantic segmentation

Bryan German Pantoja-Rosero, Radhakrishna Achanta, Mateusz Koziński et al. · Automation in Construction · 2022 · 70 citations · Full text

Damage-augmented digital twins towards the automated inspection of buildings

Bryan German Pantoja-Rosero, Radhakrishna Achanta, Katrin Beyer · Automation in Construction · 2023 · 66 citations · Full text

TOPO-Loss for continuity-preserving crack detection using deep learning

Bryan German Pantoja-Rosero, Doruk Öner, Mateusz Koziński et al. · Construction and Building Materials · 2022 · 48 citations · Full text

Geometric Learning, Image Classification, Deep Neural Networks +15

A general mesh smoothing method for finite elements

R. Durand, Bryan German Pantoja-Rosero, Vitor Vasconcelos De Oliveira · Finite Elements in Analysis and Design · 2019 · 39 citations

Numerical Analysis, Geometric Modeling, Finite Element Method +11

Automated image-based generation of finite element models for masonry buildings

Bryan German Pantoja-Rosero, Radhakrishna Achanta, Katrin Beyer · Bulletin of Earthquake Engineering · 2023 · 22 citations · Full text

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