| Linking process, structure, property, and performance for metal-based additive manufacturing: computational approaches with experimental support J Smith, W Xiong, W Yan, S Lin, P Cheng, OL Kafka, GJ Wagner, J Cao, ... Computational Mechanics 57 (4), 583-610, 2016 | 336 | 2016 |
| Data-driven multi-scale multi-physics models to derive process–structure–property relationships for additive manufacturing W Yan, S Lin, OL Kafka, Y Lian, C Yu, Z Liu, J Yan, S Wolff, H Wu, ... Computational Mechanics 61 (5), 521-541, 2018 | 290 | 2018 |
| Universal scaling laws of keyhole stability and porosity in 3D printing of metals Z Gan, OL Kafka, N Parab, C Zhao, L Fang, O Heinonen, T Sun, WK Liu Nature communications 12 (1), 2379, 2021 | 267 | 2021 |
| Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering S Saha, Z Gan, L Cheng, J Gao, OL Kafka, X Xie, H Li, M Tajdari, HA Kim, ... Computer Methods in Applied Mechanics and Engineering 373, 113452, 2021 | 220 | 2021 |
| Multi-scale modeling of electron beam melting of functionally graded materials W Yan, W Ge, J Smith, S Lin, OL Kafka, F Lin, WK Liu Acta Materialia 115, 403-412, 2016 | 187 | 2016 |
| An integrated process–structure–property modeling framework for additive manufacturing W Yan, Y Lian, C Yu, OL Kafka, Z Liu, WK Liu, GJ Wagner Computer Methods in Applied Mechanics and Engineering 339, 184-204, 2018 | 176 | 2018 |
| Clustering discretization methods for generation of material performance databases in machine learning and design optimization H Li, OL Kafka, J Gao, C Yu, Y Nie, L Zhang, M Tajdari, S Tang, X Guo, ... Computational Mechanics 64 (2), 281-305, 2019 | 128 | 2019 |
| Modeling process-structure-property relationships for additive manufacturing W Yan, S Lin, OL Kafka, C Yu, Z Liu, Y Lian, S Wolff, J Cao, GJ Wagner, ... Frontiers of Mechanical Engineering 13 (4), 482-492, 2018 | 117 | 2018 |
| A micro-scale cutting model for UD CFRP composites with thermo-mechanical coupling H Cheng, J Gao, OL Kafka, K Zhang, B Luo, WK Liu Composites Science and Technology 153, 18-31, 2017 | 111 | 2017 |
| Self-consistent clustering analysis for multiscale modeling at finite strains C Yu, OL Kafka, WK Liu Computer Methods in Applied Mechanics and Engineering 349, 339-359, 2019 | 100 | 2019 |
| Grain growth prediction in selective electron beam melting of Ti-6Al-4V with a cellular automaton method F Xiong, C Huang, OL Kafka, Y Lian, W Yan, M Chen, D Fang Materials & Design 199, 109410, 2021 | 83 | 2021 |
| A physically short fatigue crack growth approach based on low cycle fatigue properties SC Wu, ZW Xu, C Yu, OL Kafka, WK Liu International Journal of Fatigue 103, 185-195, 2017 | 78 | 2017 |
| Data-driven self-consistent clustering analysis of heterogeneous materials with crystal plasticity Z Liu, OL Kafka, C Yu, WK Liu Advances in Computational Plasticity: A Book in Honour of D. Roger J. Owen …, 2017 | 78 | 2017 |
| Cooling rate effect on tensile strength of laser deposited Inconel 718 JL Bennett, OL Kafka, H Liao, SJ Wolff, C Yu, P Cheng, G Hyatt, ... Procedia Manufacturing 26, 912-919, 2018 | 44 | 2018 |
| Data-driven mechanistic modeling of influence of microstructure on high-cycle fatigue life of nickel titanium OL Kafka, C Yu, M Shakoor, Z Liu, GJ Wagner, WK Liu JOM 70 (7), 1154-1158, 2018 | 41 | 2018 |
| Data science for finite strain mechanical science of ductile materials M Shakoor, OL Kafka, C Yu, WK Liu Computational Mechanics 64 (1), 33-45, 2019 | 39 | 2019 |
| Multiresolution clustering analysis for efficient modeling of hierarchical material systems C Yu, OL Kafka, WK Liu Computational Mechanics 67 (5), 1293-1306, 2021 | 31 | 2021 |
| X-ray computed tomography analysis of pore deformation in IN718 made with directed energy deposition via in-situ tensile testing OL Kafka, C Yu, P Cheng, SJ Wolff, JL Bennett, EJ Garboczi, J Cao, ... International Journal of Solids and Structures 256, 111943, 2022 | 27 | 2022 |
| Data-driven representation and clustering discretization method and system for design optimization and/or performance prediction of material systems and applications of same WK Liu, J Gao, C Yu, OL Kafka US Patent App. 17/273,438, 2021 | 27 | 2021 |
| Image-based multiscale modeling with spatially varying microstructures from experiments: Demonstration with additively manufactured metal in fatigue and fracture OL Kafka, KK Jones, C Yu, P Cheng, WK Liu Journal of the Mechanics and Physics of Solids 150, 104350, 2021 | 26 | 2021 |
Wing Kam LiuWalter P. Murphy Professor of Mechanical EngineeringVerified email at northwestern.edu
