Franziska SCHMIDT
Publications
Publications
Towards Sustainable Construction: A Comprehensive Review of Earth Materials and Bio-Fiber Composites for Low-Carbon Building Materials DesignICBBM 2025, International Conference on Bio-Based Building Materials, Jun 2025, Rio de Janeiro, Brazil. pp.599-617, ⟨10.1007/978-3-031-92874-1_48⟩ |
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Low-Complexity Approach to Intelligent SHM by Combining Machine Learning Models Using Single-Sensor DataThe 15th International Workshop on Structural Health Monitoring (IWSHM), Chang, Fu-Kuo and Guemes, Alfredo, Sep 2025, Stanford University, Stanford, CA, United States. pp.983-990, ⟨10.12783/shm2025/37384⟩ |
Modeling dynamical behaviors of bridge piers under scour: Comparative analyses of Winkler and simple discrete spring modelsIABSE Congress, Ghent 2025: The Essence of Structural Engineering for Society, Aug 2025, Gand, Belgium. pp.1952-1961, ⟨10.2749/ghent.2025.1952⟩ |
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Damage detection of civil structures through machine learning approachesInternational Association for Bridge and Structural Engineering Congress Ghent 2025, The International Association for Bridge and Structural Engineering (IABSE), Aug 2025, Gand, Belgium |
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Analyse de sensibilité d’un pont en béton armé pour l’ajustement des coefficients partiels de sécurité.13èmes Journées de Fiabilité des Matériaux et des Structures, Jun 2024, Rouen, France |
Surveillance et protection les ouvrages sensibles des véhicules en surcharge : l'offre de service du Cerema et premiers RETEXJournées Mobilités du Réseau Scientifique et Technique des Ministères Ecologie et Territoires 2024, Cerema, Jul 2024, Toulouse (31000), France |
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Adjustment of sensitivity factors for the assessment of reinforced concrete Open Frame underpass short span bridge15th fib PhD Symposium, fib (Fédération international du béton), Aug 2024, Budapest, Hungary. pp.325-332 |
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UAV-based Localization of Removable Urban Pavement Elements Through Deep Object Detection MethodsPETRA '24: 17th International Conference on PErvasive Technologies Related to Assistive Environments, Jun 2024, Crète, Greece. pp.440-448, ⟨10.1145/3652037.3663934⟩ |
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Comparison of partial factor methods for existing concrete structures: Application to a cable-stayed bridgeIABMAS 2024, Jun 2024, Copenhague, Denmark. pp.3922-3929, ⟨10.1201/9781003483755-463⟩ |
ML-Based Model for the Estimation of the Pavement Elastic Modulus via DeflectionTransport Research Arena (TRA), Apr 2024, Dublin, Ireland |
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Subsurface characterization of Removable Urban Pavements (RUP) using Ground Penetrating Radar (GPR)20th International Conference on Ground Penetrating Radar (GPR 2024), Jilin University, Jun 2024, Changchun, China. ⟨10.1088/1742-6596/2887/1/012071⟩ |
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Climate Change Effects on Characteristic Values of Temperature Loadings4th fib International Conference on Concrete Sustainability (ICCS2024), Sep 2024, Guimarães, Portugal. pp.112-119, ⟨10.1007/978-3-031-80672-8_14⟩ |
Machine learning-based modelling for numerical evaluation of the traffic speed deflectometer performanceYRS2023 - 11th Young Researchers Seminar, May 2023, Lisbonne, Portugal. ⟨10.5281/zenodo.8010830⟩ |
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Probabilistic Framework for Assessment of Existing Bridges Under Abnormal LoadsICASP14, Jul 2023, Dublin, Ireland |
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Weather condition effect on the road surface friction: A Preliminary assessment based on sensor dataIALCCE2023, Politecnico di Milano, Jul 2023, Milan, Italy. 9 p |
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Semi-probabilistic methods for the assessment of existing concrete structures: An overviewEighth International Symposium on Life-Cycle Civil Engineering, IALCCE 2023, Politecnico di Milano, Jul 2023, Milan, Italy |
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Analyse et prédiction de séries temporelles multivariées pour la surveillance de la santé d'ouvrages d'artGRETSI 2023, XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Assessment of Tsunami Damage to Buildings in Resilient Byblos City and Uncertainty ConsiderationsICASP14, Jul 2023, Dublin, Ireland |
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Approche basée sur l'apprentissage automatique pour la détection d'anomalies lors de la surveillance d'ouvrages8ème congrès international francophone Diagnobéton 2023, Université Gustave Eiffel; Institut de recherche en Génie civil et Mécanique - GEM; Confédération Française pour les Essais Non Destructifs - COFREND, Oct 2023, Nantes, France. pp.169-177, ⟨10.26168/ajce.41.4.20⟩ |
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Sensitivity Analysis of Adjusted Partial Factors for the Assessment of an Existing Reinforced Concrete BridgeICASP14, 14th International Conference on Application of Statistics and Probability in Civil Engineering, Jul 2023, Dublin, Ireland |
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A comparison of the French and Japanese scour risk assessment procedures for railway infrastructure11th International Conference on Scour and Erosion, Sep 2023, Copenhague, Denmark |
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Analyse des problématiques liées à l’évaluation structurale des ouvrages existantsJFMS 2023, 12èmes journées de fiabilité des matériaux et des structures, AUGC, Jun 2023, La Rochelle, France. pp.167-176, ⟨10.26168/ajce.41.3.18⟩ |
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SHM analysis for damage detection using time series analysis methodsIALCCE 2023, Eighth International Symposium on Life-Cycle Civil Engineering, Fabio Biondini, Dan M. Frangopol, Jul 2023, Milan, Italy. pp.2227-2234, ⟨10.1201/9781003323020-272⟩ |
Towards a simple calibration of a scour-depth sensor10th European Nonlinear Dynamics Conference (ENOC 2022), Jul 2022, Lyon, France |
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Database Construction based upon Numerical Modelling of Pavement Deflection Behaviour under the Traffic Speed Deflectometer25e Congrès Français de Mécanique, Aug 2022, Nantes, France |
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Monitoring of Real Sites affected by Scour: Observation, Analysis and Feedback of Field DataProceedings of the 39th IAHR World Congress, Jun 2022, Grenade, Spain. 10 p., photos, graph., bibliogr., ⟨10.3850/IAHR-39WC252171192022438⟩ |
Features detection using vibration analysis: Monitoring of a French Bridge3rd International Conference on Natural Hazards and Infrastructure, ICONHIC 2022, National Technical University of Athens, Jul 2022, Athens, Greece |
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A review of Soils, Structures and Hydraulics: Expertise and Applied Research (SSHEAR) projectICSE10, 10th International Conference on Scour and Erosion, Oct 2021, on line, United States. pp.477-486 |
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Dynamic response of a cracked multi-span continuous beam subjected to a moving multi-axle vehicle loadInternational Conference on Structural Health Monitoring of Intelligent Infrastructure, Jun 2021, Porto, Portugal |
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A French experience of Structural Health Monitoring of scour affecting river infrastructuresPIANC - Smart Rivers 2019, Sep 2019, Lyon, France. 3p |
Soils, Structures and Hydraulics: Expertise and Applied Research (SSHEAR) ProjectWCRR2019, 12th World Congress on Railway Research, Oct 2019, Tokyo, Japan. 6p |
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Some elements about scale effect on scour studies38th IAHR World Congress, Sep 2019, Panama city, Panama. 7p, ⟨10.3850/38WC092019-0748⟩ |
Self-diagnosis of road networks : An enabling technology of the 5th generation roadsInternational Symposium on roads, Bridges and Tunnels (ISRBT'19), University of Thessaloniki, Nov 2019, Thelassonique, Greece |
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Scour monitoring on bridge pier - methodology and implementationRiver Flow 2018 - 9th International Conference on Fluvial Hydraulics, Sep 2018, Lyon, France. 8p, ⟨10.1051/e3sconf/20184003020⟩ |
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Pavement and Bridge Impact Assessment of vehicles within project Falcon15 th International Symposium on Heavy Vehicule Transport Technology : HVTT 15, Oct 2018, Rotterdam, Netherlands. 11 p |
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FALCON II. : Input for a european PBS definition : review of vehicle legislations and infrastructure design criteria15 th International Symposium on Heavy Vehicule Transport Technology : HVTT 15, Oct 2018, Rotterdam (NL), Netherlands. 13 p |
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FALCON IV: Validation of Smart Infrastructure Access Policy15th International Symposium on Heavy Vehicule Transport Technology : HVTT 15, Oct 2018, Rotterdam, Netherlands. 14 p |
Research program SSHEAR: Recent advances on the understanding and the control of scour phenomena9th International Conference on Scour and Erosion, Nov 2018, TAIPEI, Taiwan. 7p |
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FALCON III: Defining a performance-based standards framework for high capacity vehicles in Europe15th International Symposium on Heavy Vehicule Transport Technology : HVTT 15, Oct 2018, Rotterdam, Netherlands. 13 p |
Compréhension et maîtrise des risques d'affouillements: développements récentsGEORAIL 2017, 3ème Symposium International, Nov 2017, Marne la Vallée, France. 10p |
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Extreme effects on bridges caused by traffic and wind23ème Congrès Français de Mécanique, Aug 2017, LILLE, France. 4 p., bibliogr |
Compréhension et maîtrise des risques d'affouillements : développements récentsICSMGE 2017, 19th International Conference on Soil Mechanics and Geotechnical Engineering, Sep 2017, Séoul, Corée du Sud. 4p |
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Direct enforcement of overload by WIMICWIM7 - 7th International Conference on Weigh-In-Motion, Nov 2016, FOZ DO IGUACU, France. 10 p |
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Utilisation des ponts routiers pour le pesage et le contrôle des poids lourdsATEC ITS France, Jan 2016, Montrouge, France. 8 p |
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Investigation of Truck Weights and Dimensions using WIM Data6th European Transport Research Conference: "Moving Forward Innovative Solutions for Tomorrow's Mobility", Apr 2016, VARSOVIE, Poland. pp.811-819, ⟨10.1016/j.trpro.2016.05.029⟩ |
Assessment of effect in bridge loading of changes in Traffic regulationsICWIM7 - 7th International Conference on Weigh-In-Motion, Nov 2016, FOZ DO IGUACU, France. 9 p |
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Use of B-WIM for Monitoring Traffic on a Specific Route on FranceICWIM7 - 7th International Conference on Weigh-In-Motion, Nov 2016, FOZ DO IGUACU, France. 7 p |
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Heavy vehicle traffic and overload monitoring and applications in France25ème Congrès de l'AIPCR, Nov 2015, SEOUL, France. 12 p |
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Automated overload enforcement by WIM25 ème congrès de l'AIPCR, Nov 2015, SEOUL, France. 14 p |
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Random materials modeling : Statistical approach proposal for recycling materialsCongrès Français de Mécanique, Aug 2015, Lyon, France. 3 p |
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Accurate and up-to-date evaluation of extreme load effects for bridge assessmentTRA - Transport Research Arena, Apr 2014, France. 8p |
Bridge weigh-in-motion on steel orthotropic decks and application to bridge assessmentTRB annual meeting 2013, Jan 2013, France. 17p |
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A peaks-over-threshold analysis of extreme traffic load effects on bridgesYoung Research Seminar 2013, Jun 2013, France. 13p |
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Applying Weigh-in-motion traffic data to reliability based assessment of bridge structuresICOSSAR2013, 11th International Conference on Structural Safety & Reliability, Jun 2013, France. 8p |
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Bridge weigh-in-motion on steel orthotropic decks and application to bridge assessmentTransportation Research Board 91th Annual Meeting, Jan 2012, France. 17p |
Analysis of B-WIM Signals acquired in Millau Orthotropic Viaduct Using Statistical ClassificationInternational Conference on Weigh-in-Motion, Jun 2012, France. pp 43-52 |
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Designing WIM data aggregating systemsInternational Conference on Weigh-In-Motion ICWIM6, Jun 2012, France. 11p |
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Extrapolation of traffic data for development of traffic load models: assessment of methods used during background works of EurocodeIABMAS2012, 6th Conference on Bridge Maintenance, Safety and Management, Jul 2012, LAC DE COME, Italy. 7p |
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Experimentation of a bridge WIM system in France and applications for bridge monitoring and overload detectionInternational Conference on Weigh-In-Motion ICWIM6, Jun 2012, France. 8p |
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Assessing confidence intervals of extreme traffic loadsInternational Conference on Weigh-In-Motion ICWIM6, Jun 2012, France. 8p |
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Impact of longer and heavier trucks on bridges12th International symposium on heavy vehicle transport technology, Sep 2012, France. 10p |
Estimation statistique des charges extrêmes de trafic sur les ouvrages d’artJournées Ouvrages d'Art 2012, May 2012, France. 21p |
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Investigation on existing Bridge Formulae and background for the development of a European Bridge FormulaPIARC World Congress, Sep 2011, Mexico. 12p |
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Heavy Vehicle Weights Limitations for Bridge Safety and Durability: Needs and requirements Toward Advanced Bridge FormulaeTRB / Truck Size and Weight Committee, Jan 2011, France. 32p |
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Assessment of a Bridge WIM System on Integral Concrete Bridges and on Steel Orthotropic Decks1o Seminario Internacional de Pesagem en Movimento, Apr 2011, France. 9p |
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Current International Bridge Formulae: Who Uses What?Transportation Research Board 90th Annual Meeting Truck Size and Weight Committee Meeting, Jan 2011, France. 20p |
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Effet du trafic sur les ouvrages d’art : Projet Européen TEAMJournées Ouvrages d'Art 2010, Jun 2010, France. 11p |
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WIM data to assess consequences of new traffic regulationsThe Fifth International Conference on Bridge Maintenance, Safety and Management, IABMAS 2010, Jul 2010, France. 6p |
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H2020 Project HERON10th conference Transport Research Arena (TRA 2024), Apr 2024, Dublin, Ireland. 2024 |
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ML-based Model for the Estimation of Pavement Elastic Modulus from Deflection Velocity MeasurementTransport Research Arena (TRA) 2024, Apr 2024, Dublin, Ireland. , 2024, Lecture Notes in Mobility |
AI-based Model for the Estimation of Pavement Elastic Modulus from Deflection Velocity MeasurementJournées Techniques Routes 2024, Feb 2024, Nantes, France |
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WIM data for investigation of truck weights and dimensions7th International Conference on Weigh-In-Motion (ICWIM7), Nov 2016, FOZ DO IGUACU, Brazil. |
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Numerical modeling of pavement deflection behavior under the Traffic Speed DeflectometerIFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2024 |
Projet de recherche ANR SSHEAR sur les affouillements (Janvier 2015-Septembre 2019): journée publique de restitution[Rapport de recherche] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2019, 40p |
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Definition of Representative Road Network Library[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2018, 66 p |
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Extensive Infrastructure Design Criteria Review[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2018, 42 p |
Definition and Validation of a Smart Infrastructure Access Policy utilising Performance-Based Standards[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2018, 150 p |
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Recommendations for EC Wide regulatory framework (legislation) on dimensions and loads of vehicles[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2017, 10 p |
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Update of the theoretical validation of the driving controls strategy and safety/stability assessment by simulation and benchmarking and result of Task 4.4.4.[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2017, 67 p |
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Effects on bridges of the various vehicle configurations[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2017, 58 p |
Theoretical validation of the driving controls strategy and safety/stability assessment by simulation and benchmarking[Research Report] IFSTTAR - Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux. 2016, 102 p |
Accurate and Up-to-Date Evaluation of Extreme Load Effects for Bridge Assessment, In: Materials and Infrastructures 1Accurate and Up-to-Date Evaluation of Extreme Load Effects for Bridge Assessment, In: Materials and Infrastructures 1, ISTE Editions; WILEY, pp 175-184, 2016, 978-1-78630-029-4 |
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Proceedings of the International Conference on Weigh-in-Motion, ICWIM6Proceedings of the International Conference on Weigh-in-Motion, ICWIM6, INTERNATIONAL SOCIETY FOR WEIGH-IN-MOTION, 548p, 2012 |
Proceedings of the International Conference on Weigh-in-MotionICWIM7 - 7th International Conference on Weigh-In-Motion, Nov 2016, FOZ DO IGUACU, France. International Society for Weigh-In-Motion, 459 p., 2016 |