It's a wrap! MAS T3 Thesis Presentation.

It’s a wrap! 🎉 Huge congratulations to Hamid Peiro and Sukhdevsinh Parmar on successfully completing their ETH Zûrich MAS theses presentations, and for 3-D printing the world’s largest bacteria-based living structure! 👏 Andrea Ling and I are pleased to have served as your thesis co-advisor and we are so proud of all your hard work and dedication—excited to see what comes next for both of you!

Many thanks again to the tireless team managing the MAS programme—people like Ananya Kango and Aejmelaeus-Lindström Petrus—for all their support!

Invitation for PhD Applications

🎓 ❮PhD Applications for 2025/26 Academic Year❯: Applications for the HKU Department of Architecture’s 2025/26 PhD intake are now open. We are excited to participate in this process for the first time and look forward to hearing from prospective candidates.

🔍 ❮Research Interests❯: We welcome applicants from a range of disciplines (e.g., civil/mechanical engineering, architecture, systems engineering, computer/data science, mathematics, etc). If you're interested in areas like computational structural design & modelling, layout optimisation, building automation, digital manufacturing, reinforcement learning, or physics/graph-based deep learning methods, I’d love to hear from you. Possible research areas include (among others):

* Multi-criteria, multi-scale structural topology, and building layout generation
* Machine learning-assisted amortisation of structural design optimisation problems
* Equilibrium-based approaches to structural form-finding
* Adaptive and structurally informed workflows in digital manufacturing
* Automation in construction and building design with foundation models
* Integration of physics with graph-based machine learning and reinforcement learning

📈 ❮Grade Requirements❯: While the university requires a GPA of 3.7/4.0 or higher in your bachelor’s degree, I place equal importance on the quality of your work and research potential. Feel free to reach out to discuss your qualifications.

📅 ❮Application Deadline❯. Please note that the department will begin reviewing applications on 1 November 2024, with a hard university-wide deadline on 1 December 2024 (HKT 23:59, GMT+8)! If you are seeing this message after 1 November, please apply as soon as possible here. For any questions, feel free to reach out at kmmt@hku.hk.

💼 ❮About the Programme❯: The scholarship provides approximately HKD 240,000 per year for four years, with additional travel allowances, access to accommodation, and healthcare services.

🌍 ❮Commitment to Diversity❯: Diversity in ethnicity, gender, and background is a cause I deeply care about and is highly valued. Please note that all instruction at HKU is conducted in English.

🧑‍🏫 ❮Past Supervision Experience❯: I am supervising two doctoral students in Germany and co-advising students in both Germany and Switzerland. I look forward to supervising students here at HKU.

Welcome Lazlo Bleker

Please join us in welcoming Lazlo Bleker, who has just travelled 9 hours from Germany to Hong Kong! Lazlo is a brilliant student from the Chair of Structural Design at TUM; he will be spending the next few months with us at StructurAI, HKU. His research focuses on combining physics-informed machine learning and geometric deep learning with generative modelling and reinforcement learning to tackle various inverse conceptual structural design challenges. Very happy to have you Lazlo! Find out more about Lazlo here.

StructurAI at IASS 2024

I had a great time attending the IASS 2024 Symposium on 'Redefining Structural Art'. A sincere thank you once again to the organisers and to everyone I had the pleasure of reconnecting with, especially my wonderful former advisors and colleagues at the Block Research Group. Perhaps one of the greatest delights was the engaging Heinz Isler tour organised by the lovely Giulia Boller.

I was pleased to have hosted the workshop on applying machine learning in structural design with Pierluigi D'Acunto, Lazlo Bleker, Karla Saldaña Ochoa, Zifeng Guo.

Additionally, I was delighted to have contributed two submissions to the conference proceedings:

❶ A collaboration with Pierluigi D'Acunto at TUM that developed a grammar-based environment for training reinforcement learning models to generate equilibrium structures using the CEM form-finding method. Special thanks to Lazlo Bleker for his excellent work. https://lnkd.in/geun8qES

❷ A preliminary investigation into how variations in techniques for describing reticulated designs in text affected the quality of their Large Language Model embedding spaces in reflecting meaningful design distances and preserving design information. https://lnkd.in/gkAK5GMY

Looking forward to seeing everyone again on IASS 2025!

~Mark

Hiring RAs / PhDs Now!

  • Opportunity:       Seeking 1-2 motivated Research Assistants for interdisciplinary research in structural design, architecture, computational design, and AI.

  • PhD Prospects:   Exceptional candidates may be recommended for the upcoming September 2024 doctoral application round; highly qualified individuals may be admitted sooner.

Research Areas (among others):

  • Multi-criteria and multi-scale building layout generation

  • Inverse design methods for concept stage structural design

  • Structural morphology and form-finding

  • Adaptive, structurally informed digital manufacturing workflows

  • Construction and design automation using foundation models

Language Requirements:

  • Proficiency in English

  • For PhD candidates from institutions where English is not the primary language of instruction: TOEFL  85 or IELTS score  7

Skills & Qualifications:

  • Strong background in one or multiple topic areas: structural/civil engineering, computational architecture, AI/ML, systems engineering, programming, data science, etc.

  • Proficient in Python programming, including scientific computing (e.g., Scipy, Numpy)

  • (optional) Basic ML application development experience

  • (optional) Experiences in Rhino/Grasshopper plug-in or full-stack web development

  • (optional) Expertise in structural analysis and modelling methods (e.g., finite element method)

  • (optional) Experiences in digital fabrication, construction robotics, or extended reality technologies

  • Strong visualisation, writing, and presentation skills

  • For PhD candidates: the university requires excellent academic record for admissions (obtaining GPA 3.6/4.0 or above, or First Class Honours equivalent, during undergraduate studies).

Key Responsibilities:

Conduct background research; perform numerical experiments; collect, generate, and process data; assist with grant applications; support teaching activities, etc.

Compensation & Benefits:

Research Assistant: Approximately HK$19,400/month, with an initial 6-month contract, extendable. Outstanding and qualified candidates may receive competitive salaries and early PhD admission.

PhD Scholarships:  Full tuition waiver, and stipend beginning at $234,000/year.  Additional benefits include housing, annual leave, healthcare, and opportunities for international exchange and internships.
 

Application Details:

Deadline: 30 September, 2024

Submission: Email CV and transcripts to kmmt@hku.hk

Welcome to StructurAI Lab!

Welcome to StructurAI Lab! Our site is currently under construction, but we are excited to share more content and updates with you soon.