Zhengtao Gan

About Zhengtao Gan

Zhengtao Gan, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at North Western University, specializes in the field of Computational Mechanics, Multiscale Modeling, Advanced Manufacturing, AI for Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Benchmark study of melt pool and keyhole dynamics, laser absorptance, and porosity in additive manufacturing of Ti-6Al-4V

3D printing of cyanate ester resins with interpenetration networks for enhanced thermal and mechanical properties

Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

Additive friction stir deposition of metallic materials: Process, structure and properties

Vapor-induced flow and its impact on powder entrainment in laser powder bed fusion

Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing

Data-driven discovery of dimensionless numbers and governing laws from scarce measurements

Zhengtao Gan Information

University

Position

Research Assistant Professor

Citations(all)

1746

Citations(since 2020)

1651

Cited By

452

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Zhengtao Gan Skills & Research Interests

Computational Mechanics

Multiscale Modeling

Advanced Manufacturing

AI for Science

Top articles of Zhengtao Gan

Benchmark study of melt pool and keyhole dynamics, laser absorptance, and porosity in additive manufacturing of Ti-6Al-4V

Progress in Additive Manufacturing

2024/4/29

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Xiaoyu Xie
Xiaoyu Xie

H-Index: 14

3D printing of cyanate ester resins with interpenetration networks for enhanced thermal and mechanical properties

Journal of Applied Polymer Science

2024/3/15

Laura Molina
Laura Molina

H-Index: 5

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes

2023/2/23

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

Computer Physics Communications

2023/10/1

Additive friction stir deposition of metallic materials: Process, structure and properties

2023/9/26

Vapor-induced flow and its impact on powder entrainment in laser powder bed fusion

Materials Today Communications

2023/8/1

Linking process parameters with lack-of-fusion porosity for laser powder bed fusion metal additive manufacturing

Additive Manufacturing

2023/4/25

Satyajit Mojumder
Satyajit Mojumder

H-Index: 13

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Data-driven discovery of dimensionless numbers and governing laws from scarce measurements

Nature communications

2022/12/8

Xiaoyu Xie
Xiaoyu Xie

H-Index: 14

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing

npj Computational Materials

2022/9/21

Evaluate the effect of melt pool convection on grain structure of IN625 in laser melting process using experimentally validated process-structure modeling

Journal of Materials Processing Technology

2022/5/1

Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives

2022/4/1

A physics-informed machine learning method for predicting grain structure characteristics in directed energy deposition

Computational Materials Science

2022/2/1

Benchmark study of melted track geometries in laser powder bed fusion of inconel 625

Integrating Materials and Manufacturing Innovation

2021/6

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Ye Lu
Ye Lu

H-Index: 5

Universal scaling laws of keyhole stability and porosity in 3D printing of metals

Nature communications

2021/4/22

Mechanistic data science for STEM education and applications

2021

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Mark Fleming
Mark Fleming

H-Index: 17

Hierarchical deep learning neural network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering

Computer Methods in Applied Mechanics and Engineering

2021/1/1

A conservative level set method on unstructured meshes for modeling multiphase thermo-fluid flow in additive manufacturing processes

Computer Methods in Applied Mechanics and Engineering

2020/12/1

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Jinhui Yan
Jinhui Yan

H-Index: 19

Adaptive hyper reduction for additive manufacturing thermal fluid analysis

Computer Methods in Applied Mechanics and Engineering

2020/12/1

Ye Lu
Ye Lu

H-Index: 5

Zhengtao Gan
Zhengtao Gan

H-Index: 8

Discovering universal scaling laws in 3D printing of metals with genetic programming and dimensional analysis

arXiv preprint arXiv:2005.00117

2020/4/30

Uncovering the eutectics design by machine learning in the Al–Co–Cr–Fe–Ni high entropy system

Acta Materialia

2020/1/1

See List of Professors in Zhengtao Gan University(North Western University)

Co-Authors

academic-engine