In the age of big data, machine learning technology has been effectively utilized in various fields such as image processing, genomics, engineering computing, macroeconomic forecasting, and medical diagnosis. However, despite its success, applying data-driven computing and machine learning in engineering analytics still presents many unresolved challenges. With the aim of promoting research and the application of big data analysis, data-driven computing, and artificial intelligence in engineering, as well as fostering scientific exchanges among scientists, practitioners and engineers from related disciplines, the International Conference on Data-Driven Computing and Machine Learning in Engineering (DACOMA) conference has been successfully held since 2019.
The 1st DACOMA, Shanghai, China, 2019.
The 2nd DACOMA, Beijing, China, 2022.
The 3rd DACOMA, Beijing, China, 2023.
The 4th DACOMA, Nanjing, China, 2024.
The 5th International Conference on Data-Driven Computing and Machine Learning in Engineering (DACOMA-25) will be held in Beijing, the capital of China, 10-12 October, 2025. DACOMA-25 will be hosted by Chinese Society of Theoretical and Applied Mechanics, Beijing Society of Theoretical and Applied Mechanics, Tsinghua University, and jointly organized by Peking University, Beijing International Center for Theoretical and Applied Mechanics, Leibniz University Hannover, Tongji University, Bauhaus University Weimar, Beijing Institute of Technology, German Association of Computational Mechanics, Chinese Association of Computational Mechanics and Beijing Society of Theoretical and Applied Mechanics. The conference will be held with Professor Zhuo Zhuang and Professor Timon Rabczuk, prominent scholars in the field of computational mechanics, serving as the conference chairs. This year's conference will continue to focus on machine learning and AI in general for relevant topics in Engineering and Science.
We sincerely invite experts, colleagues, and students in the fields of data-driven computational mechanics and machine learning to participate in the conference. We are looking forward to seeing you in Beijing. We believe that you will enjoy the wide variety of activities of the DACOMA-25, as well as your stay in this elegant city.
We sincerely invite experts, colleagues, and students in the fields of data-driven computational mechanics and machine learning to participate in the conference. We are looking forward to seeing you in Beijing. We believe that you will enjoy the wide variety of activities of the DACOMA-25, as well as your stay in this elegant city.
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The topics of DACOMA-25, including but not restricted to
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1. Dynamic Data-Driven Computing
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2. Digital Twin Modeling
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3. Data-Driven Engineering Applications
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4. Data-Driven Constitutive Models
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5. Machine Learning-Based Solution for Partial Differential Equations
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6. Machine Learning-Based Image Reconstruction of Materials
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7. Machine Learning-Based Metamaterials and Advanced Materials Design
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8. Data-Driven Techniques in Multiscale and Multiphysics Simulations
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9. Visualization and Analysis of Multi-source Data
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10. Big Data Design and Optimization
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11. Data-Driven Simulation Techniques
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12. Machine Learning for Materials Characterization
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13. Data-Driven Techniques for Continuous and Discrete Methods
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14. High Performance Data Processing
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15. Other
Registration-
20 September, 2025:Abstract Submission Deadline
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25 September, 2025:Abstract Acceptance Notice
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Before 31 August, 2025:Early-Bird Registration
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From 31 August, 2025 to 30 September, 2025:Regular Registration
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After 1 October, 2025:Late and On-Site Registration
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10-12 October, 2025:DACOMA-25 Conference Date
