Bryan German Pantoja Rosero

About Bryan German Pantoja Rosero

Bryan German Pantoja Rosero, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of SHM, Computer Vision, Machine Learning, Computational Mechanics, Structural Dynamics.

His recent articles reflect a diverse array of research interests and contributions to the field:

An image convolution-based method for the irregular stone packing problem in masonry wall construction

Image-based geometric digital twinning for stone masonry elements

Digital Twins of Stone Masonry Buildings for Damage Assessment

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

Automated planning for the construction of laterally resistant masonry walls using irregular stones

Damage-augmented digital twins towards the automated inspection of buildings

Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling

Reducing Uncertainties in Response Predictions of Earthquake-Damaged Masonry Buildings Using Data from Image-Based Inspection

Bryan German Pantoja Rosero Information

University

Position

Doctoral Assistant

Citations(all)

100

Citations(since 2020)

100

Cited By

14

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

View Google Scholar Profile

Bryan German Pantoja Rosero Skills & Research Interests

SHM

Computer Vision

Machine Learning

Computational Mechanics

Structural Dynamics

Top articles of Bryan German Pantoja Rosero

Title

Journal

Author(s)

Publication Date

An image convolution-based method for the irregular stone packing problem in masonry wall construction

European Journal of Operational Research

Qianqing Wang

Bryan German Pantoja-Rosero

Ketson RM dos Santos

Katrin Beyer

2024/7/16

Image-based geometric digital twinning for stone masonry elements

Automation in Construction

Bryan German Pantoja-Rosero

Savvas Saloustros

Radhakrishna Achanta

Katrin Beyer

2023/1/1

Digital Twins of Stone Masonry Buildings for Damage Assessment

Bryan German Pantoja-Rosero

Radhakrishna Achanta

Katrin Beyer

2023/9/4

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

Bulletin of Earthquake Engineering

Bryan German Pantoja-Rosero

Radhakrishna Achanta

Katrin Beyer

2023/6/29

Automated planning for the construction of laterally resistant masonry walls using irregular stones

Qianqing Wang

Bryan German Pantoja Rosero

Ketson Roberto Maximiano Dos Santos

Katrin Beyer

2023/6/9

Damage-augmented digital twins towards the automated inspection of buildings

Automation in Construction

Bryan G Pantoja-Rosero

Radhakrishna Achanta

Katrin Beyer

2023/6/1

Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling

Bryan German Pantoja Rosero

2023

Reducing Uncertainties in Response Predictions of Earthquake-Damaged Masonry Buildings Using Data from Image-Based Inspection

Mathias Haindl

Bryan Pantoja-Rosero

Katrin Beyer

Ian FC Smith

2023/9/4

Digital twins for post-earthquake damage assessment of free-standing buildings including damage information

Bryan German Pantoja Rosero

Radhakrishna Achanta

Amir Rezaie

Katrin Beyer

2022/9/5

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

Automation in Construction

Bryan G Pantoja-Rosero

Radhakrishna Achanta

Mateusz Kozinski

Pascal Fua

Fernando Perez-Cruz

...

2022/9/1

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

Construction and Building Materials

Bryan G Pantoja-Rosero

D Oner

Mateusz Kozinski

Radhakrishna Achanta

Pascal Fua

...

2022/8/15

Determining crack kinematics from imaged crack patterns

Construction and Building Materials

Bryan G Pantoja-Rosero

KR Maximiano dos Santos

Radhakrishna Achanta

Amir Rezaie

Katrin Beyer

2022/8/8

See List of Professors in Bryan German Pantoja Rosero University(École Polytechnique Fédérale de Lausanne)

Co-Authors

H-index: 117
Pascal Fua

Pascal Fua

École Polytechnique Fédérale de Lausanne

H-index: 55
Ian Smith

Ian Smith

École Polytechnique Fédérale de Lausanne

H-index: 39
Katrin Beyer

Katrin Beyer

École Polytechnique Fédérale de Lausanne

H-index: 12
Savvas Saloustros

Savvas Saloustros

École Polytechnique Fédérale de Lausanne

H-index: 12
Mateusz Kozinski

Mateusz Kozinski

École Polytechnique Fédérale de Lausanne

H-index: 8
Raul Durand

Raul Durand

Universidade de Brasília

academic-engine