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
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):
Related documents
Education/Academic qualification
PhD in Mathematics, PhD, New York University
2001
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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.
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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
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Machine learning based phase-field models solvers: Multiscale multi-physics materials simulation and design
XIANG, Y. (PI)
30/10/25 → 29/10/26
Project: Research
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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
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Numerical algorithm development and application validation for complex flow problems under extreme conditions topic3: High-order algorithm on curved mesh for multi-medium large deformation flow in weapon physics
LI, C. (CoI), XIANG, Y. (CoI) & PU, Z. (CoI)
1/12/22 → 30/11/27
Project: Research
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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)
28/02/21 → 28/08/24
Project: Research
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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
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ElasticLaneNet: An Efficient Geometry-Flexible Lane Detection Framework
Feng, Y., Lan, Y., Zhang, L. & Xiang, Y., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 8744-8753 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
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ElasticLaneNet: A Geometry-Flexible Approach for Lane Detection
Feng, Y., Lan, Y., Zhang, L. & Xiang, Y., Feb 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Learn Singularly Perturbed Solutions via Homotopy Dynamics
CHEN, C., XIANG, Y., YANG, Y. & HAO, W., Jul 2025.Research output: Contribution to conference › Conference Paper › peer-review
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A Threshold Dislocation Dynamics Method
Qin, X., Ngan, A. H. W. & Xiang, Y., Feb 2024, In: Communications in Computational Physics. 35, 2, p. 273-312 40 p.Research output: Contribution to journal › Journal Article › peer-review
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DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification
Wang, K., Fu, X., Han, Y. & Xiang, Y., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article published in journal › peer-review
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Modeling and Simulation of Stochastic Effects in High Entropy Alloys
XIANG, Y. (Invited speaker)
23 May 2025 → 25 May 2025Activity: Talk or presentation › Invited
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Modeling and Simulation of Stochastic Effects in High Entropy Alloys
XIANG, Y. (Invited speaker)
21 May 2025 → 23 May 2025Activity: Talk or presentation › Invited
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Modeling and Simulation of Stochastic Effects in High Entropy Alloys
XIANG, Y. (Invited speaker)
18 May 2025 → 24 May 2025Activity: Talk or presentation › Invited
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Modeling and Simulation of Stochastic Effects in High Entropy Alloys
XIANG, Y. (Invited speaker)
16 May 2025 → 19 May 2025Activity: Talk or presentation › Invited
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AlloyVAE: A Generative Model for Composition Engineering in MPEAs
XIANG, Y. (Invited speaker)
29 Apr 2025Activity: Talk or presentation › Invited