Conference Agenda

Exploring the potential of new reinforcements for the structural strengthening using advanced numerical simulations

R. Talebkhah, J. Barros

Data-driven damage mechanics: an outlook to failure

G. Pijaudier-Cabot, J. Khoury

Refining crack width predictions in RC beams using FEM and neural network-based surrogate models for crack band size correction

J. Kovar, J. Cervenka, V. Cervenka, D. Lehky, D. Novak

Strut and tie ML AI models for reinforced concrete analysis

O. Rashti, R. Eid, S. Greenberg, E. Gal

Predicting fatigue lifetime of high-strength concrete with physics-based machine learning

A. Baktheer, E. S. Elasyed, F. Aldakheel

Scene classification-assisted deep learning for crack detection of asphalt pavements in RC bridge

T. Suzuki

Computational thermal analysis for health monitoring of concrete dam structures using shadow modeling and deep learning

K. Shibano, M. Kimura, K. Ohno, N. Alver, T. Suzuki

Advancing impact simulation through physics-informed neural networks: application to multi-layer composites

S. Pattajoshi, S. Ray

Numerical study on effects of stud bolt and tiebar on impact resistance of SC panels under impact loads

J. Ye, H. Ahn, Y. Park, J.-Y. Cho

Prediction of post-fire performance of scaled cylindrical RC walls of RPV pedestal of nuclear power plant

K. Iwama, K. Maekawa

Key parameters for simulating Delayed Ettringite Formation in concrete structures

J.-M. Sleiman, T. Jochyms, L. Boutillon

Design-oriented finite element method for solid reinforced concrete structures using convex optimisation

J. Larsen, J. M. Schulz, P. N. Poulsen, L. C. Hoang, M. E. M. Andersen