📣 MS-10 - Uncertainty Quantification, Probabilistic and Generative Models in Computational Structural Dynamics
Co-organised with Olivier Ezvan (Gustave Eiffel), Evangéline Capiez-Lernout (Gustave Eiffel) and George Stefanou (Thessaloniki)
🔐 MS code required for the submission of an Abstract to this MS:
MS-10-UJ
📣 MS 2 - Physics-Enhanced Machine Learning in Engineering
Co-organised with Eleni Chatzi (ETH) and Elizabeth Cross (Sheffield)
🔐 MS code required for the submission of an Abstract to this MS:
MS-02-UB
🗓️ Deadline for abstract submission:
15 November 2024
17 November 2022
Deadline for Abstract Submission: 20 December 2022
☑️ MS 12 - Critical components performance under deep uncertainty
to submit use the MS code "MS-12-UL"
☑️MS 5 - Safe Residual Life assessment under limited and heterogeneous information
to submit use the MS code "MS-05-UE"
Uncertainty Quantification, Probabilistic and Generative Models in Computational Structural Dynamics’ Mini-symposium at the 6th International Conference on Uncertainty Quantification in Computational Science and Engineering, UNCECOMP 2025, Rhodes, Greece.
‘Physics-Enhanced Machine Learning in Engineering’ Mini-symposium at the 6th International Conference on Uncertainty Quantification in Computational Science and Engineering, UNCECOMP 2025, Rhodes, Greece.
Physics-Enhanced Machine Learning for Structural Health Monitoring’ Mini-symposium at the 3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025). Paris, France.
Third Workshop on Physics Enhancing Machine Learning: mechanics and materials, Workshop funded by the Institute of Physics Applied Mechanics Group, Data-Centric Engineering and Siemens, 27 November 2024, London
'Data-Centric-Engineering approaches to vibroacoustics and structural dynamics’ Special Session, and member of the local organising committee at the 14th International Conference on Recent Advances in Structural Dynamics (RASD), 1-3 July 2024, Southampton, UK.
‘Physics-enhanced machine learning and data-driven nonlinear dynamics’ Mini symposium at the 11th European Nonlinear Dynamics Conference (ENOC 24), Delft, Netherlands, July 24.
‘Physics-informed Machine Learning for SHM’ Special Session at the 12th European Workshop on Structural Health Monitoring, EWSHM 2024, Potsdam, Germany.
‘S05: Oscillations’ Session at the GAMM Annual Meeting of the international association of Applied Mathematics and Mechanics, March 18th-22nd 2024 at the Max-Planck Institute in Magdeburg, Germany).
Second Workshop on Physics Enhancing Machine Learning in applied solid mechanics, Workshop funded by the Institute of Physics Applied Mechanics Group, Data-Centric Engineering Journal, Siemens and Rolls-Royce - 20/11/2023, London
Local organising committee of the 12th International Conference on Structural Dynamics, EURODYN 2023, Delft, Netherlands, July 2023.
Physics Enhancing Machine Learning in applied solid mechanics Workshop - sponsored by the IOP Applied Mechanics Group and DCE, 12/12/2022, London.
"Mid-frequency ITN - 10 year later special session" at the 30th international conference in a series of annual courses and biennial conferences on structural dynamics, modal testing and noise and vibration engineering, ISMA 2022, Leuven.
“Monitoring and Control” session at the 10th International Conference on Modern Practice in Stress and Vibration Analysis, MPSVA 2022, Oxford.
“Industrial Challenges in Stress and Vibration’ Special Session at the 10th International Conference on Modern Practice in Stress and Vibration Analysis, MPSVA 2022, Oxford.
‘Uncertainty Quantification in Applied Mechanics’ mini symposium at the 10th International Conference on Modern Practice in Stress and Vibration Analysis, MPSVA 2022, Oxford.
"Integrated approaches for SHM: models, data and experiments" Special Session at the 11th European Workshop on Structural Health Monitoring, EWSHM 2022, Palermo.
"Sensors Placement Under Uncertain Information"/ Ms 15 "Bayesian Inference And Machine Learning For Challenging Engineering Applications at the 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2021, Athens
‘Structural health monitoring strategies combining physics-based models and data-based models’ Mini Symposium at the 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2021, Athens.
'Enhanced damping characterisation and modelling for Digital Twins’ Mini Symposium at the 8th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, COMPDYN 2021, Athens.
‘Concepts and methods in nonlinear dynamics - Analytical Techniques I’ session at the Second International Nonlinear Dynamics Conference, Nodycon 2021, Rome.
Unconventional Seminar Series. Online research seminars with unconventional format (PI + research student) on Structural Health Monitoring, Structural Dynamics and Uncertainty Quantification.
‘Integrated approaches for SHM: models, data and experiments’ Special Session at the 10th European Workshop on Structural Health Monitoring, EWSHM 2020, Palermo.
‘Damping modelling and experiments’ Mini Symposium at the 11th International Conference on Structural Dynamics, Eurodyn 2020, Athens.
‘Recent Advances in Damping Modelling and Experiments sponsored’ Workshop funded by the IOP Applied Mechanics Group, 11/11/2019, London.
‘Failure prevention using physical-based models and data-based models’ Mini Symposium at the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019, Rhodes.
‘Uncertainty quantification in structural dynamics using experimental data’ Mini Symposium at UNCECOMP 2019, Rhodes.
‘Dynamic behaviour of joints and jointed structures: modelling and experiments’ Mini Symposium at the 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, COMPDYN 2019, Rhodes.