TY - JOUR
T1 - Proposal of m-Index for Rating Fracture and Damage Models by Their Ability to Represent a Set of Distinctive Experiments
AU - Bažant, Zdeněk P.
AU - Nguyen, Hoang Thai
N1 - Funding Information:
Partial financial support under NSF Grant No. CMMI-202964 and ARO Grant No. W911NF-19-1-003, both to Northwestern University, is gratefully acknowledged. MIT professor Franz-Josef Ulm is thanked for helpful discussions.
Publisher Copyright:
© 2023 American Society of Civil Engineers.
PY - 2023/8/1
Y1 - 2023/8/1
N2 - A recent comparative study revealed that the commonly offered experimental validations of peridynamics and phase-field fracture models have been insufficient because they involved only nondistinctive experiments, i.e., experiments that can be closely fitted by different models that at the same time give very different predictions in important practical applications. The comparisons showed that the peridynamic and phase-field models are incapable of simulating a set of 11 distinctive experiments-experiments that are critical for assessing the accuracy of different models and are representative of fracture behavior of engineering structures. Practical applications would be helped by common adoption of a model index that would compare the predictive capability of various fracture models quantitatively. Proposed here for further discussion is an example of a possible numerical index, the m-Index, which attempts to characterize how well the optimal calibration of model parameters can match the experimental evidence, such as the fracture patterns, measured response curves, size effect, and crack-parallel stress effect. Included are only the distinctive experiments. As an example, the m-Index is here calculated for a set of seven fracture models whose performance was previously compared with 11 distinctive experiments. This previous comparison of seven models is here extended to an eighth model, proposed as a fresh improvement of peridynamics. The choice of distinctive experiments is one of the subjects calling for further discussion. Despite inevitable imperfections, a widely adopted index for appraising new material models would mitigate waste of researchers' effort and grant funds, as well as the space in scientific journals and conference programs.
AB - A recent comparative study revealed that the commonly offered experimental validations of peridynamics and phase-field fracture models have been insufficient because they involved only nondistinctive experiments, i.e., experiments that can be closely fitted by different models that at the same time give very different predictions in important practical applications. The comparisons showed that the peridynamic and phase-field models are incapable of simulating a set of 11 distinctive experiments-experiments that are critical for assessing the accuracy of different models and are representative of fracture behavior of engineering structures. Practical applications would be helped by common adoption of a model index that would compare the predictive capability of various fracture models quantitatively. Proposed here for further discussion is an example of a possible numerical index, the m-Index, which attempts to characterize how well the optimal calibration of model parameters can match the experimental evidence, such as the fracture patterns, measured response curves, size effect, and crack-parallel stress effect. Included are only the distinctive experiments. As an example, the m-Index is here calculated for a set of seven fracture models whose performance was previously compared with 11 distinctive experiments. This previous comparison of seven models is here extended to an eighth model, proposed as a fresh improvement of peridynamics. The choice of distinctive experiments is one of the subjects calling for further discussion. Despite inevitable imperfections, a widely adopted index for appraising new material models would mitigate waste of researchers' effort and grant funds, as well as the space in scientific journals and conference programs.
KW - Crack band (CB) models
KW - Distinctive experiment
KW - Fracture model
KW - m-Index
KW - Peridynamics (PD)
KW - Phase-field (PF) models
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U2 - 10.1061/JENMDT.EMENG-6887
DO - 10.1061/JENMDT.EMENG-6887
M3 - Article
AN - SCOPUS:85160401306
SN - 0733-9399
VL - 149
JO - Journal of Engineering Mechanics
JF - Journal of Engineering Mechanics
IS - 8
M1 - 04023047
ER -