Publications | 出版物

Journal Articles | 期刊论文

Parallel Typological Optimization in Architectural Design: A ResNet-enhanced island-based evolutionary algorithm (2026)

Deng, Z., Wang, L., Ji, G., & Long, Q.

Journal of Asian Architecture and Building Engineering, 00(00), 1–26.

DOI: 10.1080/13467581.2026.2635250
A Cross-Platform Optimization System for Comparative Design Exploration of Competing Concepts and Strategies (2025)

Wang, L., Luca, F. De, Janssen, P., Phuong, D., Bui, T., Wee, K., & Yuan, C.

Journal of Building Engineering, 115(October), 114413.

DOI: 10.1016/j.jobe.2025.114413
Conversational, Agentic AI-Enhanced Architectural Design Process: three approaches to multimodal AI-enhanced early-stage performative design exploration (2025)

Cheung, L. H., Wang, L., & Lei, D.

Architectural Intelligence, 4(1), 10.

DOI: 10.1007/s44223-025-00092-5
历史城区高校校园场所重构教学实验——基于EvoMass优化工具的设计研究探索 (2025)

雷冬雪, 王力凯.

南方建筑(4), 14-24.

DOI: 10.3969/j.issn.1000-0232.2025.04.003
Integrating Computational Design Optimization Into Architectural Design Pedagogy — An Experimental Course for Performance‐Based Building Design Optimization and Exploration (2025)

Wang, L., Stouffs, R., & Janssen, P.

Computer Applications in Engineering Education, 33(3), e70028.

DOI: 10.1002/cae.70028
Optimization-Based Design Exploration of Building Massing Typologies — EvoMass and a typology-oriented computational design optimization method for early-stage performance-based building massing design (2024)

Wang, L., Janssen, P., & Ji, G.

Frontiers of Architectural Research, 13(6), 1400–1422.

DOI: 10.1016/j.foar.2024.06.001
Reverse Passive Strategy Exploration for Building Massing Design - An optimization-aided approach (2024)

Wang, L., Luo, T., Shao, T., & Ji, G.

International Journal of Architectural Computing, 21(3), 445–461.

DOI: 10.1177/14780771231177514
Optimization-Aided Design: Two approaches for reflective exploration of design search space (2023)

Wang, L..

International Journal of Architectural Computing, 20(4), 758–776.

DOI: 10.1177/14780771221134958
面向建筑性能的设计优化及设计探索——EvoMass工具简介 (2023)

王力凯, 吉国华, 童滋雨, & 江山(Patrick Janssen).

新建筑 ,2022(3): 84-89.

DOI: 10.12069/j.na.202203084
Exploring the Synergy of Building Massing and Façade Design through Evolutionary Optimization (2022)

Wang, L., Zhang, H., Liu, X., & Ji, G.

Frontiers of Architectural Research, 11(4), 761–780.

DOI: 10.1016/j.foar.2022.02.002
Workflow for Applying Optimization-Based Design Exploration to Early-Stage Architectural Design – Case study based on EvoMass (2022)

Wang, L..

International Journal of Architectural Computing, 20(1), 41–60.

DOI: 10.1177/14780771221082254
SSIEA: A hybrid evolutionary algorithm for supporting conceptual architectural design (2020)

Wang, L., Janssen, P., & Ji, G.

Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 34(4), 458–476.

DOI: 10.1017/S0890060420000281
Subtractive Building Massing for Performance-Based Architectural Design Exploration: A Case Study of Daylighting Optimization (2019)

Wang, L., Janssen, P., Chen, K. W., Tong, Z., & Ji, G.

Sustainability, 11(24), 6965.

DOI: 10.3390/su11246965

Selected Conference Papers | 会议论文

Performance-Based Urban Massing Generation and Optimization: Incorporating building massing variations into green urban design (2025)

Wang, L., & Lei, D.

Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia, 1, 315–324.

DOI: 10.52842/conf.caadria.2025.1.315
Performance-Based Building Design for Solar Energy Production: A rooftop-PV-integrated building design generation and optimization workflow (2025)

Venus, V., Wang, L., Tao, L., & Xiang, C.

Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia, 3, 173–182.

DOI: 10.52842/conf.caadria.2025.3.173
Comparing Design Strategies: A System for Optimization-Based Design Exploration (2023)

Wang, L., Janssen, P., Bui, T. D. P., & Chen, K. W.

HUMAN-CENTRIC, Proceedings of the 28th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA), 1, 221–230.

DOI: 10.52842/conf.caadria.2023.1.221
Optimization Approaches in Performance-Based Architectural Design - A comparison study (2022)

Liu, X., Wang, L., & Ji, G.

Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, 1(September), 599–608.

DOI: 10.52842/conf.ecaade.2022.1.599
Evolutionary Design of Residential Precincts: A Skeletal Modeling Approach for Generating Building Layout Configurations (2022)

Wang, L., Janssen, P., & Chen, K. W.

POST-CARBON, Proceedings of the 27th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA) 2022, April, 415–424.

DOI: 10.52842/conf.caadria.2022.1.415
Optimization-Based Design Exploration of the Mutual Influence Between Building Massing and Façade Design (2022)

Liu, X., Wang, L., & Ji, G.

2022 Annual Modeling and Simulation Conference (ANNSIM), July, 487–499.

DOI: 10.23919/ANNSIM55834.2022.9859405
Algorithmic Generation of Architectural Massing Models for Building Design Optimisation - Parametric Modelling Using Subtractive and Additive Form Generation Principles (2020)

Wang, L., Chen, K. W., Janssen, P., & Ji, G.

RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA) 2020, Vol. 1, 385–394.

DOI: 10.52842/conf.caadria.2020.1.385
Enabling Optimisation-based Exploration for Building Massing Design - A Coding-free Evolutionary Building Massing Design Toolkit in Rhino-Grasshopper (2020)

Wang, L., Chen, K. W., Janssen, P., & Ji, G.

RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA) 2020, Vol. 1, 255–264.

DOI: 10.52842/conf.caadria.2020.1.255
Reshaping Design Search Spaces for Efficient Computational Design Optimization in Architecture (2019)

Wang, L., Janssen, P., & Ji, G.

Proceedings of the 10th International Conference on Computational Creativity (ICCC) 2019, 100–107.
Progressive Modelling for Parametric Design Optimization - An Example of How Parametric Design Optimization Can Support Reflection (2018)

Wang, L., Janssen, P., & Ji, G.

In T. F. M. Haeusler & M. A. Schnabel (Eds.), Intelligent and Informed - Proceedings of the 24th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA) 2019, Vol. 1, pp. 383–392.

DOI: 10.52842/conf.caadria.2019.1.383
Toward the Wind-Related Building Performative Design (2016)

Wang, L., Tan, Z., & Ji, G.

Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016), 109–218.

DOI: 10.52842/conf.caadria.2016.109

Book Chapters | 书籍章节

A Design Ranking Method for Many-Objective Evolutionary Optimization (2023)

Wang, L., Tung, D. P. B., & Janssen, P.

In M. Turrin, C. Andriotis, & A. Rafiee (Eds.), Computer-Aided Architectural Design. INTERCONNECTIONS: Co-computing Beyond Boundaries (Vol. 1819, pp. 159–173). Springer Nature Switzerland.

DOI: 10.1007/978-3-031-37189-9_11
Evolutionary Optimization of Benchmarks: Parametric Typologies for Generating Typical Designs (2023)

Wang, L., Janssen, P., & Chen, K. W.

In J. S. Gero (Ed.), Design Computing and Cognition’22 (pp. 699–717). Springer International Publishing.

DOI: 10.1007/978-3-031-20418-0_41
Möbius evolver: Competitive exploration of urban massing strategies (2022)

Janssen, P., Bui, T. D. P., & Wang, L.

In I. As, P. Basu, & P. Talwar (Eds.), Artificial Intelligence in Urban Planning and Design (pp. 293–321). Elsevier.

DOI: 10.1016/B978-0-12-823941-4.00015-9
Understanding the Span of Design Spaces (2021)

Wang, L.

In D. Gerber, E. Pantazis, B. Bogosian, A. Nahmad, & C. Miltiadis (Eds.), CAAD Futures 2021: Computer-Aided Architectural Design. Design Imperatives: The Future is Now (Vol. 1465, pp. 288–297). Springer Singapore.

DOI: 10.1007/978-981-19-1280-1_18
Utility of Evolutionary Design in Architectural Form Finding: An Investigation into Constraint Handling Strategies (2019)

Wang, L., Janssen, P., & Ji, G.

In John S. Gero (Ed.), Design Computing and Cognition ’18 (pp. 177–194). Springer International Publishing.

DOI: 10.1007/978-3-030-05363-5_10