Personal profile
About
Dr. Taihao Han is a senior scientist in the department of Materials Science and Engineering at Missouri University of Science and Technology. He joined Dr. Kumar’s group as a Ph.D. student in 2019 and received his Ph.D. degree in 2022.
Dr. Han’s research is focused on multiscale modeling and artificial intelligence, all aiming to develop sustainable construction materials. This involves the creation of innovative AI platforms, rooted in theoretical guidance, to steer and enhance the design and performance of construction materials that are both energy and carbon efficient. His investigations are directed towards developing thermodynamic/kinetic-based machine learning models to optimize the use of supplementary cementitious materials in traditional cement. Dr. Han has published more than 20 papers in peer-reviewed journals.
Contact Information
Materials Science and Engineering
Missouri University of Science & Technology
248A McNutt Hall
Rolla, MO 65409
Email: [email protected]
Related documents
Education/Academic qualification
Materials Science and Engineering, Ph.D., Missouri University of Science and Technology
2019 → 2022
Research Interests
- Composition-structure-property relationships in materials
- Experimental characterization and thermo-kinetic simulation of reactions and microstructural evolution in materials
- Design, discovery, and implementation of sustainable cementitious binders for infrastructure
- Machine learning and artificial intelligence
- Design and characterize glass materials
Disciplines
- Materials Science and Engineering
- Ceramic Materials
- Structural Materials
- Data Science
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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
Research output
- 29 Article
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Effects of Gypsum and Limestone on Early-Age Hydration and Strength Optimization in Belite Calcium Sulfoaluminate Cement
Ponduru, S. A., Aylas-Paredes, B. K., Han, T., Neithalath, A., Neithalath, N., Sant, G. & Kumar, A., Jan 2025, In: Infrastructures. 10, 2, 27.Research output: Contribution to journal › Article › peer-review
Open Access -
A Comprehensive Analysis of Hydration Kinetics and Compressive Strength Development of Fly Ash-Portland Cement Binders
Bhat, R., Han, T., Sant, G., Neithalath, N. & Kumar, A., Jul 1 2024, In: Journal of Building Engineering. 88, 109191.Research output: Contribution to journal › Article › peer-review
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Early-age reactivity and strength development in high volume mine tailings-based alkali activated binders and their application potential
Jeyaprakash, R. K. R., Surehali, S., Simon, A., Han, T., Kumar, A. & Neithalath, N., Aug 1 2024, In: Minerals Engineering. 213, 108759.Research output: Contribution to journal › Article › peer-review
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On The Use Of Machine Learning And Data-Transformation Methods To Predict Hydration Kinetics And Strength Of Alkali-Activated Mine Tailings-Based Binders
Surehali, S., Han, T., Huang, J., Kumar, A. & Neithalath, N., Feb 22 2024, In: Construction and Building Materials. 419, 135523.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Toward Smart And Sustainable Cement Manufacturing Process: Analysis And Optimization Of Cement Clinker Quality Using Thermodynamic And Data-Informed Approaches: Analysis and optimization of cement clinker quality using thermodynamic and data-informed approaches
Gonçalves, J. P., Han, T., Sant, G., Neithalath, N., Huang, J. & Kumar, A., Mar 1 2024, In: Cement and Concrete Composites. 147, 105436.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Activities
- 2 Membership of network
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American Concrete Institute (External organization)
Han, T. (Member)
Jan 1 2023 → …Activity: Membership › Membership of network
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American Ceramic Society (External organization)
Han, T. (Member)
Jan 1 2019 → …Activity: Membership › Membership of network
Press/Media
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Research on Information Technology Published by Researchers at Missouri University of Science and Technology (Data driven design of ultra high performance concrete prospects and application)
Kumar, A., Han, T. & Huang, J.
4/4/25
1 item of Media coverage
Press/Media: Research
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Studies from Missouri University of Science and Technology Reveal New Findings on Sustainability Research (Toward Smart and Sustainable Cement Manufacturing Process: Analysis and Optimization of Cement Clinker Quality Using Thermodynamic and ...)
Kumar, A., Han, T. & Huang, J.
3/20/24
1 item of Media coverage
Press/Media: Research
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Data on Building and Construction Reported by Researchers at Missouri University of Science and Technology (Understanding Roles and Evaluating Reactivity of Fly Ashes In Calcium Aluminate Binders)
Kumar, A., Han, T. & Huang, J.
3/18/24
1 item of Media coverage
Press/Media: Research
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New Data from Missouri University of Science and Technology Illuminate Findings in Sustainability Research (Modeling Hydration Kinetics of Sustainable Cementitious Binders Using an Advanced Nucleation and Growth Approach)
Kumar, A., Han, T. & Huang, J.
11/14/23
1 item of Media coverage
Press/Media: Research