Jianpeng Cao

Mr Jianpeng Cao

Position

Contact Data

Tel.: +41 44 633 81 70

Address

ETH Zürich
Jianpeng Cao
Inst. Bau-&Infrastrukturmanagement
HIL  F 27.3
Stefano-Franscini-Platz 5
8093 Zürich
Switzerland

Organisations Student / Programme Doctorate at D-BAUG
Research Field
  • Product & Process modeling (nD-BIM)
  • Knowledge graph & Graph database technology
  • Graph neural network (GNN)
  • CLT timber construction & modular construction
Curriculum Vitae (CV)

Jianpeng Cao is a PhD student at the Innovative and Industrial Construction Group (IC). His research focuses on the area of design for manufacturing and assembly in the industrialized construction, particularly timber and steel modular buildings. The goal of his research is to transform the traditional construction to advanced manufacturing. He is interested in applying Building Information Modeling (BIM), graph theory & graph database and artificial intelligence in fabrication-aware design. He also engages in ontology-based product configuration.

He obtained the degree of Bachelor of Civil Engineering from Tongji University in 2016. He also received the degree of Master of Science in the area of Sustainable Design and Construction from Stanford University in 2019. Currently, he is working as a research scientist in the Design ++ Center, on the 7DayHouse: Fabrication-Aware Design.

He is also interested in working with industries. He works with Project Frog, BokLok, ERNE and Implenia to apply his research to practice.

 

Education 

  • Ph.D.  Institute of Construction and Infrastructure Management, ETH Zürich
  • M.S.   Sustainable Design & Construction, Stanford University
  • B.S.    Civil Engineering Department, Tongji University

 

 

Publications

Peer-reviewed Journals

  • Jianpeng, C., David, B., Daniel, H. and Lessing, J. 2021. Cross-phase product configurator for modular buildings using kit-of-parts. Automation in construction, 123, p.103437, doi: 10.1016/j.autcon.2020.103437
  • Jianpeng, C., David, B., Daniel, H. and Mike, E. 2022. A Graph-based Approach for Module Library Development in Industrialized Construction. Computers in Industry, 139, p.103659, doi: 10.1016/j.compind.2022.103659
  • Jianpeng, C., Edlira, V., Ranjith, S. and Daniel, H. 2022. Ontology-based manufacturability analysis automation for industrialized construction. Automation in Construction, 139, p.104277, doi: 10.1016/j.autcon.2022.104277

Conferences Articles

  • Jianpeng, C., Hang, Z., Anton, S., Daniel. H. and Benjamin, D. 2022, Energy-aware design: predicting building performance from layout graphs, In Proceedings of the 2022 European Conference for Computing in Construction
  • Jianpeng, C., Vakaj, E. and Daniel, H. 2021, September. Ontology-Based Cloud Manufacturing Framework in Industrialized Construction. In Proceedings of 11th International Workshop on Formal Ontologies meet Industry
  • Jianpeng, C., and Daniel, H. 2021. A hierarchical kit library to support content reuse for mass customization. In ECPPM 2021–eWork and eBusiness in Architecture, Engineering and Construction (pp. 147-152). CRC Press.
  • Jianpeng, C., and Daniel, H. 2021, July. Module Library Development via Graph Mining. In Proceedings of the 2021 European Conference on Computing in Construction (pp. 285-292). University College Dublin.
  • Jianpeng, C., and Daniel, H., 2020. Ontology-based Product Configuration for Modular Buildings. In ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction (Vol. 37, pp. 171-176). IAARC Publications.
  • Jianpeng, C., and Daniel, H., 2019, July. An overview of configurations for industrialized construction: typologies, customer requirements, and technical approaches. In Proceedings of the 2019 European Conference for Computing in Construction (Vol. 1, pp. 295-303). University College Dublin
Additional Information

Teaching Experience

  • 101-0526-00L: Introduction to Visual Machine Perception in Architecture, ETH Zurich
  • 101-0523-00L: Industrialized Construction, ETH Zurich
  • CEE 220C: Parametric Design and Optimization, Stanford

 

Activities and Awards

  • 2021.04 Co-organized webinar Data Science & Machine Learning @D-BAUG, ETH Zurich
  • 2020.08 Third prize in Startup Business Model Competition, Chinese Embassy in Switzerland
  • 2019.07 Accomplished Outstanding Graduates at Computing in Construction Summer School in Senigallia, Italy
  • 2019.04 Excellent award of Overseas Students Innovation and Entrepreneurship Competition - Chunhui Cup, Chinese Ministry of Science and Technology
  • 2017.09 Seed proposal application “Preventive and Secure Management of Infrastructures and Buildings” at Center for Integrated Facility Engineering (CIFE), Stanford
  • 2011-2012 & 2012-2013 Chinese National Scholarship

Links:

Google Scholar

Research Gate

Publications inResearch Collection – Publication platform of ETH Zurich
ETH Library Search Portal (advanced search for name)