Prof. Quanbing Zhang Visits University of Birmingham to Share Insights on Sustainable Underground Infrastructure
16th of July 2025
16th of July 2025
On 16 July 2025, we were delighted to host Prof. Quanbing Zhang at the University of Birmingham for an inspiring seminar on “Sustainable and Resilient Underground Infrastructure.” His talk reflected on the evolution of underground space technologies and highlighted the growing role of sustainability and digital innovation in shaping the future of our field.
As current Associate Editor of Tunnelling and Underground Space Technology (TUST), it was a particular pleasure to welcome Prof. Zhang and reflect together on the journal’s legacy—he shared key milestones and publication volumes of TUST since its founding in 1976. With four members of the TUST Editorial Board based at Birmingham, including former Editor-in-Chief Prof. Chris Rogers and myself, our connection to the journal’s academic leadership remains strong.
Prof. Zhang also had the opportunity to tour the National Buried Infrastructure Facility (NBIF)—a world-class hub for applied underground infrastructure research—and engage with colleagues and researchers, including Dr. Daniel Boddice and our Marie Skłodowska-Curie Fellows: Dr. Giang Bui, Dr. Milad Liravi, and Dr. Huamei Zhu.
We are grateful to Prof. Zhang for his visit and look forward to continuing the dialogue at the Underground Space 50 Years & TUST 40 Years Celebration during the CTTU & TBM DiGs 2026 conference in Melbourne, where I will be giving a keynote on “Automation in Digital Modelling and Assessment for Optimised Design and Operation of Buried Infrastructure.”
1st-3rd of July 2025
The 32nd International Workshop on Intelligent Computing in Engineering (EG-ICE 2025), held this week at the University of Strathclyde, was a vibrant and inspiring forum for digital engineering research and collaboration.
Our team made a strong contribution to the workshop:
🔹 Yunping delivered an excellent first conference presentation on her paper titled “A conditional diffusion model for bridge point cloud repair.” Her work attracted attention for its novel approach and technical depth.
🔹 Amanda presented her impactful work “Digitalisation platform for modelling TBM tunnel construction: enhancing interoperability and collaboration,” co-authored with Qianbing Zhang. The presentation highlighted advances in integrated digital workflows for tunnelling projects.
The event was also an excellent opportunity to reconnect with colleagues and explore future collaborations. It was a pleasure to catch up with Prof. Christian Koch, whose mentorship during my Marie Skłodowska-Curie Fellowship has been instrumental in shaping my academic path.
The workshop was filled with engaging discussions, new ideas, and a strong sense of community. Members of our DigitalEngineering team, including Zehao Ye and Juan Camilo Avendaño, were also in attaining, adding to the lively exchange of expertise and enthusiasm.
23rd of June 2025
This week, we joined the global celebration of International Women in Engineering Day, shining a spotlight on the inspiring women shaping the future of engineering. This is a great opportunity to highlight two brilliant engineers whose achievements and journeys we are proud to celebrate.
Dr. Amanda Huang, former PhD student and now Lecturer in Construction Management, returned to visit us and presented her outstanding research on digital twins for underground infrastructure. Amanda’s personal and professional growth has been remarkable, and it was a true pleasure to reconnect, reflect on her journey, and explore opportunities for future collaboration. We are incredibly proud of all she has achieved.
We also had the pleasure of welcoming Dr. Huamei Zhu, an accomplished researcher from Monash University, who joined us this week as a prestigious Marie Skłodowska-Curie Fellow at the University of Birmingham. As she embarks on this exciting new chapter, we are thrilled to support her as part of our Digital Engineering group and look forward to the impactful research ahead.
At the University of Birmingham, we are committed to mentoring and empowering the next generation of women engineers, and we are proud to celebrate their successes this week and every week.
10-14th of June 2025
This week, the Digital Engineering team from the University of Birmingham proudly took part in the 2nd Olympiad in Engineering Science, hosted by the University of Stavanger.
Our researchers presented two innovative contributions at the forefront of AI-driven infrastructure assessment:
🔹 Kamil Altinay introduced a novel approach in his talk “Less is More: Dataset Optimisation for Enhanced Automated Sewer Damage Detection.” His research highlighted how smaller, carefully curated datasets can outperform large, noisy datasets—paving the way for more robust and efficient asset maintenance strategies.
🔹 Zehao Ye showcased collaborative work on “Automated Damage Report Generation via Panoptic Segmentation of Ultra-High-Resolution Tunnel Images,” a project developed in partnership with Qi Li (Fuzhou University), Giuseppe Desiderio, and Prof Valentina Villa (Politecnico di Torino). This work explores how advanced image analysis can automate and enhance tunnel inspection processes.
We extend our sincere thanks to Prof. Dimitrios Pavlou and Prof. Hojjat Adeli for organizing this inspiring and forward-looking event. The Olympiad continues to be a vital platform for uniting diverse engineering disciplines to shape the future of data-driven research.
23-25th of April 2025
The 2025 UK Association for Computational Mechanics (UKACM) Conference, held at Queen Mary University of London, has been hailed as a resounding success — the best-attended UKACM meeting to date. Hosted impeccably by Dr Wei Tan and Dr Emilio Martínez Pañeda, the conference brought together leading researchers from over 60 universities to share cutting-edge developments in computational mechanics.
Among the standout moments was the Minisymposium on “Advanced Numerical and Data-Driven Methods in Ground Engineering”, which emerged as the largest of the meeting with 16 high-quality contributions. Highlights included a keynote lecture by Dr Zhiwei Gao and an invited talk by Dr Alexandros Petalas.
The Digital Engineering team from the School of Engineering, University of Birmingham had a strong presence and showcased our work:
(Hoang-)Giang Bui presented a new substepping procedure for robust constitutive modelling of soils. Read the preprint
Hassan Liravi introduced an innovative meshless approach for optimizing buried structures to reduce vibration impact in elastic media — a talk made even more memorable by real-life vibrations from the London Underground! Read the full paper
With delegates from across the UK and beyond, the University of Birmingham ranked third in terms of delegate numbers and played a key role in shaping the technical programme by co-organising three Minisymposia — a testament to the university’s growing impact in computational mechanics.
Special thanks go to Dr Mingchao Liu and Dr Chandan Bose for their role in co-organising Minisymposia alongside the Birmingham team.
This year also marked a milestone me, as she took on her first term as President of UKACM, actively supporting the coordination of this landmark event.
The UKACM community now looks ahead to UKACM 2026, which will be hosted at the University of Liverpool by Dr Xue Zhang.
19-20th of March 2025
We were delighted to host Dr François-Xavier Bécot from MATELYS – Research Lab for a fascinating lecture titled "From Microscopic to Multi-Scale Dissipation in Poro-Elastic Materials: Characterisation, Modelling, and Implementation."
Dr Bécot shared state-of-the-art research on noise abatement technologies, exploring the complex behaviour of poro-elastic materials and their role in multi-scale energy dissipation. His insights into characterisation techniques, modelling strategies, and practical implementation sparked engaging discussions among researchers from acoustics, material science, and structural dynamics.
A big thank you to FX for his inspiring talk and for sharing his expertise with our community. We look forward to future collaborations in this exciting area of research!
27th of February 2025
It was a pleasure to host Dr. Giorgia Giardina form TU Delft for her insightful talk on "Use of Remote Sensing Techniques in Post-Earthquake Reconnaissance Missions."
This was was a fascinating deep dive into how modern technology is transforming disaster response.
Dr. Giardina presented innovative methods for rapid post-earthquake damage assessment using Synthetic Aperture Radar (SAR) data, demonstrating how remote sensing can complement field investigations when safety and accessibility are major concerns. The discussion highlighted the challenges of integrating diverse data sources and the potential of these techniques to improve urban resilience and emergency response strategies.
Following the talk, we had a productive discussion, exchanging ideas on the future of remote sensing in structural assessment, disaster mitigation, and infrastructure monitoring
A huge thank you to Dr. Giardina for an engaging and thought-provoking presentation that sparked great discussions and new ideas!
26th of February 2025
We are delighted to announce that Ali Gamra has successfully defended his PhD thesis on "Real-Time Assessment of Tunnelling-Induced Damage to Structures within the Building Information Modelling Framework" at the University of Nottingham!
Ali’s research has made a significant contribution to the integration of BIM and real-time damage assessment in tunneling, advancing digital engineering solutions for infrastructure resilience.
A special thank you to the examiners Dr Georgia Giardina from TU Delft and Prof Alec Marshall from the University of Nottingham, co-supervisors, and collaborators who have supported this research and contributed to its success.
18th of February 2025
Our Digital Engineering team from the School of Engineering, University of Birmingham had a strong presence at DTE2025 and AICOMAS2025, hosted at Arts et Métiers. Contributing to the Minisymposium on Data-Driven Methods and Digital Twin Applications in Geotechnical and Ground Engineering, we presented three exciting research talks:
🔹 Digital Twin for Damage Modelling of Tunnel Linings – Presented by Jelena Ninic, with contributions from Zehao Ye, (Hoang-)Giang Bui, Valentina Villa, and Paola Alice Rosa Cavallaro.
🔹 Bayesian Optimisation of Underground Railway Tunnels Using a Surrogate Model – Presented by Hassan Liravi, in collaboration with Javad Fakhraei.
🔹 Surrogate Modeling for Interactive Subrectangular Tunnel Track Design using the Cut Finite Element Method – Presented by (Hoang-)Giang Bui, in collaboration with Ba Trung Cao, Tai-Tien Nguyen, Van-Vi Pham, and Ngoc Anh Do.
It was a fantastic opportunity to exchange ideas, discuss the future of digital twins and data-driven modeling, and engage with leading experts in the field. Many thanks to the organizers and all participants for an inspiring and productive conference!
18th of February 2025
We are thrilled to share the success of our Minisymposium on Data-Driven Methods and Digital Twin Applications in Geotechnical and Ground Engineering, held at DTE2025 and the AICOMAS Conference!
Co-organized with colleagues Dr. Ba Trung Cao and Prof. Günther Meschke (Ruhr University Bochum), and Dr. Hassan Liravi and Dr. (Hoang-)Giang Bui (University of Birmingham), our MS005 session featured cutting-edge research and insightful discussions.
🔹 Keynote Highlights:
✅ Prof. Brian Sheil (University of Cambridge) – Digital Twins for underground engineering
✅ Prof. Pin Zhang (National University of Singapore) – Physics-informed neural networks (PINNs) in geotechnics
🔹 Technical Sessions:
With 15 contributed talks across three engaging sessions, we explored:
✔ Surrogate modeling and adaptive sampling for improved data efficiency
✔ Digital Twin workflows under uncertainty
✔ Automation in digital twin generation
✔ Inverse analysis and real-world applications in underground engineering
12th of February 2025
Thrilled to share that our paper has been featured in Engineering Structures (Vol. 321, Europe) for its innovation, originality, findings, and quality!
This work, led by Manuela Cabrera-Duran during her PhD under the supervision of Walid Tizani and myself, has already received multiple accolades, including:
🏆 Best Conference Paper Awards at UKACM 2022 & ICCCBE 2022
🏆 IStructE Midlands Research Award 2023
📄 Paper Title: Fusion of Experimental and Numerical Data for Development of Extended Hollo-Bolt Component-Based Model
You can download our pare on the following link: https://www.sciencedirect.com/science/article/pii/S0141029624014949
11th of February 2025
We are delighted to announce that Dr. Huamei Zhu has been awarded a highly competitive Marie Skłodowska-Curie Fellowship for her project M-Twin4US: Maintenance-oriented Digital Twin for Underground Infrastructure. The project will leverage sensing technologies, machine learning, BIM, and simulation to develop innovative solutions for underground infrastructure maintenance.Huamei’s proposal achieved an outstanding 97.6% score, with Excellence rated 5/5 on her very first submission, right after completing her PhD—a remarkable achievement!
In July, Huamei visited the School of Engineering at the University of Birmingham to collaborate with our team, preparing a compelling case for her research at the National Buried Infrastructure Facility (NBIF). We are thrilled to support her pioneering work and to see the exciting outcomes of this fellowship.
A huge thank you to our colleagues and partners who supported this successful application: Nicole Metje (co-supervisor), Chris Rogers, Daniel Boddice, Asaad Faramarzi, our partner Brian Sheil from the Cambridge Centre for Smart Infrastructure and Construction, and Severn Trent. Special thanks also to Qianbing Zhang, Huamei’s PhD mentor.
We look forward to seeing Huamei’s project grow and her academic career flourish!
6th of February 2025
We are delighted to welcome Ksenija Micić to the School of Engineering, University of Birmingham for her research stay. Ksenija is a geologist working on digital and numerical modelling of ground, considering soil variability and uncertainties. Another important piece of the puzzle for our Prescriptive Digital Twins for underground vision.
I’m particularly happy to strengthen collaboration with my old home institution University of Belgrade, Faculty of Civil Engineering, and I’m looking forward to this project and many other to come to transfer knowledge and technologies, and tackle pressing challenges to better design, construct and maintain our infrastructure.
1st of January 2025
On 1st of January 2025 Jelena started her service as President of the UK Association for Computational Mechanics (UKACM).
In the past years, she served in the UKACM EC as UKACM2022 Conference organiser and Chair, International Association for Computational Mechanics General Council member, and Vice-president. Now, she has taken this new role, with the goal to keep contributing to building and promoting UKACM community.
As president Jelena remis to be part of IACM general council and she becomes ECCOMAS manging board member.
6st of January 2025
We have kicked off Giang's prestigious MarieCurie fellowship – TwinSSI on Digital Twin for Soil-Structure Interaction in collaboration with our partners Maidl Tunnelconsultants (Dr. Janosch Stascheit) and Network Rail (Matthew Kirke).
With TwinSSI, we aim to break new ground in integrating digital and advanced numerical models (CutFEM and IGA) and realize a living Digital Twin for soil-structure interaction, focusing on the effects of excavation on existing buildings at the National Buried Infrastructure Facility.
3-7 December 2024
Dr. Hoang Giang Bui has joined the team and has started preparing for the launch of his TwinSSI project: Digital Twin Modelling for Soil-Structure Interaction based on CutFEM and BIM technologies as part of his Marie Curie Fellowship.
The team was impressed to learn about the numerous advances Giang has made in developing multi-physics simulations for structural applications, including isogeometric analysis, the CutFEM method, contact mechanics, constitutive modelling of solids, and plasticity modelling.
We are thrilled to begin this exciting project and look forward to numerous collaborations within the team to deliver an automated, executable digital twin for structures and soil-structure interaction problems.
11-15 November 2024
1st secondment of Marie Curie fellow Hassan Liravi at MATELYS - Research Lab. Fruitful and lively discussions about mitigation of railway induced vibrations and noise within Meta-NOVIB project.
Simulation methods will be based on SBM (Singular Boundary Method) and MFS (Method of Fundamental Solution) and experiments will rely on the facilities of Network Rail company.
15 October 2024
I had the pleasure of opening a seminar lecture series at the Department of Civil Engineering, University of Oxford, with my talk, Towards Digital Twins for Ground Engineering. In this lecture, I shared insights into some of my team's recent work, focusing on key enablers of #digital #twins for underground engineering. It was an exciting opportunity to discuss the future of digital transformation in ground engineering with such an engaged audience. The presentation of my talk can be found under this link.
3 October 2024
I have delivered a keynote lecture at the Smart Geotechnics Conference (GESmart), where she presented her team’s latest advancements in Automation in Digital Twin Reconstruction, specifically applied to Underground Infrastructure. The lecture showcased innovative approaches that are helping to reshape the design, construction, and management of underground spaces. Thanks to Ground Engineering Magazine for the invitation to share and explore these groundbreaking developments alongside leading experts in the field.
17-20 July 2024
We were delighted to welcome Huamei Zhu to the School of Engineering at the University of Birmingham, alongside the National Buried Infrastructure Facility (NBIF), to collaborate on her Marie Curie fellowship proposal. Huamei deliverd lecture on Data and simulation-driven maintenance for underground infrastructure, a field with tremendous potential for advancing infrastructure resilience and longevity.
We extend our gratitude to the School of Engineering at the University of Birmingham for supporting Huamei's visit with a travel grant, and we look forward to a successful outcome for her fellowship proposal in the coming year.
9 July 2024
We are thrilled to welcome our Marie Curie fellow, Dr. Hassan Liravi, to the School of Engineering at the University of Birmingham. Hassan will be working on the METANovib project, which focuses on creating a Digital Twin for controlling railway-induced noise and vibration in underground tunnels using advanced metamaterials. This ambitious project is being conducted in collaboration with MATELYS - Research Lab and Network Rail.
An expert in computational mechanics, Hassan presented an impressive summary of his PhD work on meshless methods for soil-structure interactions in elastodynamics, highlighting his expertise in this area. My team and I are excited about the future of our work together in developing intelligent, knowledge-rich digital twins.
4 July 2024
I had the honor of delivering a keynote lecture at the 7th Annual School of Engineering PGR Symposium at the University of Birmingham. The lecture focused on the transformative role of AI and Digital Modeling in Engineering, showcasing recent advances and their impact on modern engineering practices. The talk highlights digital modelling for predictive maintenance, design accuracy, risk mitigation, lifecycle management, and data integration, leading to more efficient, safe, and sustainable projects.
4 July 2024
Zehao Ye presented our recent work on SAM-based structural damage detection at the EG-ICE conference in Vigo. Our two extended versions of the SAM model demonstrated outstanding performance, surpassing all state-of-the-art models in instance segmentation tasks.
This research represents a significant advancement in structural damage detection, and we’re excited to share these results with the engineering community. Read more about our work and explore our findings in the paper here.
14 June 2024
I was invited to present a seminar lecture at KTH on Automation in Reconstruction of Digital Twins for Civil Infrastructure. The talk highlighted how advanced Building Information Modeling (BIM) and computational tools are transforming project planning, design optimization, and maintenance in infrastructure projects.
Covering topics such as automated digital model reconstruction from diverse data, integration of BIM with high-fidelity numerical models, and AI-driven inspection methods, I demonstrated how these tools enable efficient decision-making, cost reduction, and sustainable practices across project life cycles. This lecture underscored the immense potential of digital twins in advancing civil infrastructure.
22 May 2024
Zehao Ye presented our recent work on SAM-based structural damage detection at the EG-ICE conference in Vigo. Our two extended versions of the SAM model demonstrated outstanding performance, surpassing all state-of-the-art models in instance segmentation tasks.
This research represents a significant advancement in structural damage detection, and we’re excited to share these results with the engineering community.
15 May 2024
We had a highly productive meeting with Keith May and Philip Carlisle from Historic England, exploring the future of digital twins for underground infrastructure. Our discussions delved into intriguing questions: Could today’s infrastructure digital twins serve as future archaeological archives? How reliable are digital records for supporting sustainable development in future infrastructure? And can infrastructure digital twins enhance the climate resilience of our heritage?
This meeting marked an exciting step in bridging digital engineering with heritage preservation, envisioning a sustainable and resilient future for both modern and historical infrastructure. We are very excited about this collabratina and next steps.
April 2024
It was a tremendous pleasure to return to my alma mater, the University of Belgrade, Faculty of Civil Engineering, to deliver a lecture on Automated Reconstruction of Digital Twins for Underground Infrastructure. This visit allowed me to engage with esteemed colleagues in discussions on potential collaborations and exciting future projects.
Thanks to hosts for organizing the visit and to all colleagues from the Chair of Geotechnical Engineering, the dean, vice deans, and everyone who attended. The insightful and thought-provoking discussions following the lecture made the day especially memorable.
13 March 2024
It was a great privilege to present my work at the prestigious Rankine Day Seminar at Imperial College London. My talk, titled Automated Reconstruction of Digital Twins for Underground Infrastructure, highlighted the latest advancements in digital modeling and automation for infrastructure resilience and sustainability.
The event provided an exceptional platform to share insights with leading experts in the field and engage in valuable discussions on the future of digital twins in underground engineering. Thank you to Imperial College London for the opportunity to contribute to this renowned seminar.
16 October 2023
Together with Manuela Cabrera-Duran we received the Research Award at the IStructE Midland Counties Annual Awards. This recognition honors our work on the research paper, Fusion of Experimental and Synthetic Data for Reliable Prediction of Steel Connection Behaviour Using Machine Learning, published in Engineering with Computers (2023).
This study demonstrates a novel multidisciplinary approach to the complex characterization of blind-bolted connections in concrete-filled steel tubes, especially valuable in cases with limited experimental data. This award highlights the significance of combining experimental and synthetic data to enhance the accuracy and reliability of engineering predictions.
15 September 2023
I have delivered a keynote lecture at the 10th GACM Conference, organized by the German Association for Computational Mechanics (GACM) at TU Wien. My presentation, titled Applications of Machine Learning and Computer Vision for Decision-Making Support During the Infrastructure Lifecycle, was well-received by attendees, fitting perfectly with the conference’s theme, “GACM Meets Sustainability.”
This event was a fantastic opportunity to connect with the computational mechanics community and discuss how advanced digital tools can drive sustainable practices across infrastructure projects. Dr. Ninic was honored to contribute to this vibrant forum dedicated to sustainable engineering solutions.