Projects per year
Personal profile
Research interests
Chemical Engineering - Chemical process design and optimization
Computer Science / Information Technology - Artificial intelligence
Chemical Engineering - Polymer
Chemical Engineering - Reactor engineering
Computer Science / Information Technology - Artificial intelligence
Chemical Engineering - Polymer
Chemical Engineering - Reactor engineering
Related documents
Education/Academic qualification
PhD in Chemical and Biological Engineering, PhD, Northwestern University
2017
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):
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SDG 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 17 Partnerships for the Goals
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Dive into the research topics where Hanyu GAO 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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Transforming Skincare: Biocompatible NADES-based Dry Facial Masks for Hydration, Anti-aging, and Skin Repair through Needleless Electrospinning
WONG, L. H. (Team member), GAO, H. (CoI), HSING, I.-M. (PI), WONG, C. K. K. (Team member), FENG, X. (Team member), XIA, X. (Team member) & LI, Y. (Team member)
Innovation and Technology Commission, Nanoshields Technology Limited
1/09/25 → 31/08/28
Project: Research
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2023 UAiTED Faculty Exchange Scholarship
GAO, H. (PI)
University Alliance in Talent Education and Development
1/07/23 → 31/08/23
Project: Research
Research output
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A unified kinetic Monte Carlo and Bayesian optimization framework for the circular sesign of poly(methyl methacrylate): From synthesis to recycling
Fang, Y., Jin, Y. & Gao, H., 15 Jun 2026, In: Chemical Engineering Journal. 538, p. 1-9 9 p., 176625.Research output: Contribution to journal › Journal Article › peer-review
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Early diagnosis of nasopharyngeal carcinoma based on machine learning modelling and blood plasma metallomics analysis
Chong, V. Y. Y., Chan, Y. N., Lum, J. T. S., Chun, K. H., Gao, H., Lung, H. L. & Leung, K. S. Y., 27 Jan 2026, In: Scientific Reports. 16, 1, 12 p., 3646.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Encapsulated droplet array for intensified micromole-scale high-throughput reaction screening
Chen, J., Chen, H., Qu, W., Huang, J., Tan, Y., Zhong, H., Zhang, R., Liu, Y., Zhang, Q., Gao, H., Wang, X., Wang, P. & Mo, Y., 5 Jun 2026, In: Nature Communications. 17, 1, 11 p., 7277.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Integrating equivariant architectures and charge supervision for data-efficient molecular property prediction
Yang, Z., Gao, H. & Kong, X., 1 Mar 2026, In: Molecular Systems Design and Engineering. 11, 3, p. 244-254 11 p.Research output: Contribution to journal › Journal Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Large language models for automated data extraction and inverse design of copolymers with targeted glass transition temperatures
Zhou, H., Fang, Y., Ma, H., Roxas, A. P., Deng, P., Zhang, G., Wang, Y., Zhang, Y., Zhou, W., Li, L., Hung, F. H., Luo, Z. & Gao, H., 1 Feb 2026, In: Chemical Engineering Journal. 529, 172634.Research output: Contribution to journal › Journal Article › peer-review
1 Link opens in a new tab Citation (Scopus)
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Automatic Chemical Information Extraction Using Deep Learning and Large Language Models
GAO, H. (Invited speaker)
17 May 2025Activity: Talk or presentation › Keynote
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Machine Learning for Chemical Synthesis Planning and Development
GAO, H. (Invited speaker)
16 Nov 2024Activity: Talk or presentation › Invited
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Using Kinetic Monte Carlo Simulations and Active Learning to Design Synthesis Recipe for Desired Molecular Weight and Sequence Distributions
GAO, H. (Invited speaker)
21 Sept 2024Activity: Talk or presentation › Invited
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Machine Learning Aided Synthesis Planning and Chemical Information Extraction
GAO, H. (Invited speaker)
11 Aug 2024Activity: Talk or presentation › Invited
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AI Assisted Automated Chemical Synthesis Planning and Execution
GAO, H. (Invited speaker)
20 Jul 2024Activity: Talk or presentation › Keynote
Awards
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