Su Tian
Engineering · Purdue University West Lafayette
Publications
25
Citations
533
Est. group size
~4
Recurring co-author estimate
Active years
15
Publishing since 2011
Su Tian works on the design and analysis of composite materials and structures, especially advanced manufacturing techniques like tow-steered composites where fiber orientation is varied within a part to improve performance. Their research combines traditional engineering mechanics with machine learning tools to predict material behavior, strength, and failure, and to build design software used in aerospace and rotor blade applications. Much of the work involves creating computational tools that integrate with industry-standard software such as Abaqus and MSC.Patran/Nastran.
Publication output grew from zero in 2017-2018 to a steady pace of about 2-4 papers per year from 2021 through 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Design tool for tow-steered composite laminates in Abaqus and MSC.Patran/Nastran
Advances in Engineering Software · 2025
- Machine Learning‐Assisted Composite Rotor Blade Strength Design
Journal of the American Helicopter Society · 2025
- Analysis of Tow-steered Laminates of Composites Using a Mixed-fidelity Neural Network Model
2024
- A Multiscale Thermomechanical Design Tool for Tailorable Composites and Hybrid Material Systems
2024
- Ivabs: A New Design Tool for Composite Slender Structures
SSRN Electronic Journal · 2024
- A New MSG-based Design Framework for Tow-steered Composites
AIAA SCITECH 2023 Forum · 2023
- An Integrated Design Tool for Tow-steering Composites in Abaqus and MSC.Patran/Nastran
AIAA SCITECH 2023 Forum · 2023
- MULTISCALE THERMAL-MECHANICAL ANALYSIS OF TOW-STEERED COMPOSITE PLATE STRUCTURES USING A MIXED-FIDELITY NEURAL NETWORK MODEL
2023
- Discover failure criteria of composites from experimental data by sparse regression
Composites Part B Engineering · 2022
- Structural Design Optimization of Composite Rotor Blades with Strength Considerations
AIAA SCITECH 2022 Forum · 2022
- Correction: Structural Design Optimization of Composite Rotor Blades with Strength Considerations
AIAA SCITECH 2022 Forum · 2022
- A review of artificial neural networks in the constitutive modeling of composite materials
Composites Part B Engineering · 2021
- Adaptive sampling assisted surrogate modeling of initial failure envelopes of composite structures
Composite Structures · 2021
- Machine learning-assisted modeling of composite materials and structures: a review
AIAA Scitech 2021 Forum · 2021
- Thermoviscoelastic modeling of thin-ply high strain composites by means of multiscale beam models
AIAA Scitech 2021 Forum · 2021
- Composites Part B Engineering×2
- AIAA Scitech 2021 Forum×2
- AIAA SCITECH 2022 Forum×2
- AIAA SCITECH 2023 Forum×2
- Advances in Engineering Software×1
- Wenbin Yu
Engineering · Purdue University West Lafayette
- Wenbin Yu
Engineering · Purdue University West Lafayette
- Tarunjit S. Butalia
Engineering · The Ohio State University
- Joel C. Najmon
Engineering · Purdue University West Lafayette
- Fei Tao
Engineering · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile