| Numerical simulation of thermal behavior and multicomponent mass transfer in direct laser deposition of Co-base alloy on steel Z Gan, G Yu, X He, S Li International Journal of Heat and Mass Transfer 104, 28-38, 2017 | 390 | 2017 |
| A cellular automaton finite volume method for microstructure evolution during additive manufacturing Y Lian, Z Gan, C Yu, D Kats, WK Liu, GJ Wagner Materials & Design 169, 107672, 2019 | 203 | 2019 |
| Modeling of thermal behavior and mass transport in multi-layer laser additive manufacturing of Ni-based alloy on cast iron Z Gan, H Liu, S Li, X He, G Yu International Journal of Heat and Mass Transfer 111, 709-722, 2017 | 198 | 2017 |
| 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), 1-8, 2021 | 192 | 2021 |
| Surface-active element transport and its effect on liquid metal flow in laser-assisted additive manufacturing Z Gan, G Yu, X He, S Li International Communications in Heat and Mass Transfer 86, 206-214, 2017 | 171 | 2017 |
| 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 | 166 | 2021 |
| Benchmark study of thermal behavior, surface topography, and dendritic microstructure in selective laser melting of Inconel 625 Z Gan, Y Lian, SE Lin, KK Jones, WK Liu, GJ Wagner Integrating Materials and Manufacturing Innovation 8, 178-193, 2019 | 149 | 2019 |
| Experimentally validated predictions of thermal history and microhardness in laser-deposited Inconel 718 on carbon steel SJ Wolff, Z Gan, S Lin, JL Bennett, W Yan, G Hyatt, KF Ehmann, ... Additive Manufacturing 27, 540-551, 2019 | 130 | 2019 |
| Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives M Mozaffar, S Liao, X Xie, S Saha, C Park, J Cao, WK Liu, Z Gan Journal of Materials Processing Technology 302, 117485, 2022 | 96 | 2022 |
| Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing X Xie, J Bennett, S Saha, Y Lu, J Cao, WK Liu, Z Gan npj Computational Materials 7 (1), 86, 2021 | 94 | 2021 |
| Data-driven discovery of dimensionless numbers and governing laws from scarce measurements X Xie, A Samaei, J Guo, WK Liu, Z Gan Nature communications 13 (1), 7562, 2022 | 72* | 2022 |
| Data-driven microstructure and microhardness design in additive manufacturing using a self-organizing map Z Gan, H Li, SJ Wolff, JL Bennett, G Hyatt, GJ Wagner, J Cao, WK Liu Engineering 5 (4), 730-735, 2019 | 68 | 2019 |
| A physics-informed machine learning method for predicting grain structure characteristics in directed energy deposition D Kats, Z Wang, Z Gan, WK Liu, GJ Wagner, Y Lian Computational Materials Science 202, 110958, 2022 | 63 | 2022 |
| A conservative level set method on unstructured meshes for modeling multiphase thermo-fluid flow in additive manufacturing processes S Lin, Z Gan, J Yan, GJ Wagner Computer Methods in Applied Mechanics and Engineering 372, 113348, 2020 | 49 | 2020 |
| Evaluate the effect of melt pool convection on grain structure of IN625 in laser melting process using experimentally validated process-structure modeling F Xiong, Z Gan, J Chen, Y Lian Journal of Materials Processing Technology 303, 117538, 2022 | 48 | 2022 |
| Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing S Mojumder, Z Gan, Y Li, A Al Amin, WK Liu Additive Manufacturing 68, 103500, 2023 | 46 | 2023 |
| JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science T Xue, S Liao, Z Gan, C Park, X Xie, WK Liu, J Cao Computer Physics Communications 291, 108802, 2023 | 38 | 2023 |
| Additive friction stir deposition of metallic materials: Process, structure and properties J Shao, A Samaei, T Xue, X Xie, S Guo, J Cao, E MacDonald, Z Gan Materials & Design, 112356, 2023 | 37 | 2023 |
| Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing T Xue, Z Gan, S Liao, J Cao npj Computational Materials 8 (1), 201, 2022 | 35 | 2022 |
| Adaptive hyper reduction for additive manufacturing thermal fluid analysis Y Lu, KK Jones, Z Gan, WK Liu Computer Methods in Applied Mechanics and Engineering 372, 113312, 2020 | 33 | 2020 |
Wing Kam LiuWalter P. Murphy Professor of Mechanical EngineeringEmail verificata su northwestern.edu
