TY - CHAP
T1 - Synthesis of Computational Mesoscale Modeling of Cementitious Materials and Coda Wave Based Damage Identification
AU - Timothy, Jithender J.
AU - Vu, Giao
AU - Saydak, Leslie
AU - Saenger, Erik H.
AU - Meschke, Günther
N1 - Publisher Copyright:
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - High costs for repair of concrete and reinforced structures can be prevented if damage at an early stage of degradation is detected and precautionarymeasures are applied. The multiple-scattered late arriving signals (so-called coda waves) contain rich information that can be used to detect weak changes in complex heterogeneous materials such as concrete. When subjected to external loads, microcracks in concrete initiate around aggregates and evolve until crack-coalescence and complete failure. In this contribution, a virtual testing environment using a synthesis of the mesoscale simulation of damage in concrete, wave propagation and deep learning is presented.
AB - High costs for repair of concrete and reinforced structures can be prevented if damage at an early stage of degradation is detected and precautionarymeasures are applied. The multiple-scattered late arriving signals (so-called coda waves) contain rich information that can be used to detect weak changes in complex heterogeneous materials such as concrete. When subjected to external loads, microcracks in concrete initiate around aggregates and evolve until crack-coalescence and complete failure. In this contribution, a virtual testing environment using a synthesis of the mesoscale simulation of damage in concrete, wave propagation and deep learning is presented.
UR - http://www.scopus.com/inward/record.url?scp=85153827745&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-87312-7_53
DO - 10.1007/978-3-030-87312-7_53
M3 - Chapter
AN - SCOPUS:85153827745
SN - 9783030873110
SP - 545
EP - 552
BT - Current Trends and Open Problems in Computational Mechanics
PB - Springer International Publishing
ER -