Projects per year
Personal profile
Research interests
Mathematics & Statistics - Modeling and simulations in materials science
Mathematics & Statistics - Data science and image science
Mathematics & Statistics - Machine Learning
Mathematics & Statistics - Partial differential equations
Mathematics & Statistics - Numerical analysis
Mathematics & Statistics - Data science and image science
Mathematics & Statistics - Machine Learning
Mathematics & Statistics - Partial differential equations
Mathematics & Statistics - Numerical analysis
Position Held
Director of Algorithms of Machine Learning and Autonomous Driving Research Laboratory
Related documents
Education/Academic qualification
PhD in Mathematics, PhD, New York University
2001
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
-
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 10 Reduced Inequalities
Fingerprint
Dive into the research topics where Yang XIANG is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
The Science of Sustainable Structural Materials: microstructure evolution, simulation tools and experiments
XIANG, Y. (CoPI)
RGC - Collaborative Research Fund
30/06/26 → 29/06/29
Project: Research
-
Mathematical modeling and high-performance computing driven optimization design of high-temperature alloys, topic 4: Algorithms for prediction and optimization design of mechanical properties of high-temperature alloys
MA, C. (CoI), XIANG, Y. (CoI), YAN, N. (CoI), ZHANG, W. (CoI) & HUANG, Y. (CoI)
1/12/25 → 30/11/30
Project: Research
-
Three-dimensional continuum models for grain boundary dynamics based on underlying line defect structure of disconnections
XIANG, Y. (PI)
1/08/25 → 31/07/28
Project: Research
-
The study of the crossover between polycrystalline and amorphous solids by colloidal and metallic systems
XIANG, Y. (CoPI), SUN, Q. (CoPI), CHEN, S. (CoPI), XU, L. (CoPI) & HAN, Y. (PI)
RGC - Collaborative Research Fund
28/02/21 → 28/08/24
Project: Research
-
Continuum models for motion of grain boundaries and triple junctions with microscopic constraints
XIANG, Y. (PI) & SROLOVITZ, D. (CoI)
1/07/20 → 31/12/23
Project: Research
Research output
-
A Unified Variational Model for Grain Boundary Dynamics Incorporating Microscopic Structure
Zhang, L., Qin, X. & XIANG, Y., Jun 2026, In: SIAM Journal on Applied Mathematics. 86, 3, p. 870-897 28 p.Research output: Contribution to journal › Journal Article › peer-review
-
Investigating amorphization as a deformation mechanism using a novel phase field model at the mesoscale
Huang, Y., Dai, S., Chen, C. & Xiang, Y., 1 Jan 2026, In: International Journal of Solids and Structures. 324, 18 p., 113691.Research output: Contribution to journal › Journal Article › peer-review
-
Method and device for evaluating robustness of purification model based on diffusion: [China]
XIANG, Y. (Key Inventor), WANG, K. (Inventor), FU, X. (Inventor) & HAN, Y. (Inventor), 8 May 2026, IPC No. G06V 10/764, G06N 3/0464, G06N 3/084, G06V 10/82, 9 Oct 2025, Priority date 5 Nov 2024, Priority No. US63/716,712Research output: Patent
-
Tweezeedit: Consistent and efficient image editing with path regularization
Mao, J., Wang, K., Xiang, Y. & Chen, K., 14 Mar 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 10 ed. Association for the Advancement of Artificial Intelligence, Vol. 40. p. 7936-7944 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 10).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
基于车道线检测模型的车道线检测方法及车道线检测模型的训练方法: [China]
LAN, Y. (Inventor), XIANG, Y. (Key Inventor), FENG, Y. (Inventor) & PANG, Y. (Inventor), 5 Jun 2026, IPC No. G06V 20/56, G06N 3/045, G06N 3/0464, G06N 3/08, G06V 10/44, G06V 10/52, G06V 10/80, G06V 10/82, 29 Oct 2025, Priority date 3 Dec 2024Research output: Patent
-
Modeling and Simulation of Stochastic Effects in High-Entropy Alloys
XIANG, Y. (Invited speaker)
11 Nov 2025Activity: Talk or presentation › Invited
-
Exploring the Training Challenges of Neural Network-Based PDE Solvers
XIANG, Y. (Invited speaker)
7 Nov 2025 → 8 Nov 2025Activity: Talk or presentation › Invited
-
A Generative Model for Composition Engineering in MPEAs
XIANG, Y. (Invited speaker)
7 Nov 2025 → 10 Nov 2025Activity: Talk or presentation › Invited
-
Exploring the Training Challenges of Neural Network-Based PDE Solvers
XIANG, Y. (Invited speaker)
21 Oct 2025 → 22 Oct 2025Activity: Talk or presentation › Keynote
-
Energy stable neural network methods for phase field models
XIANG, Y. (Invited speaker)
16 Oct 2025 → 19 Oct 2025Activity: Talk or presentation › Keynote