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CSMLab in Cambridge @CSMLab
Joined January 2012
  • Tweets 776
  • Following 385
  • Followers 859
116 Photos and videos
⚡️Preprint alert: “QAFE2: Quantum Accelerated Multiscale Finite Element Analysis” by Yiren Wang, Michael Ortiz, @fehmiCirak arxiv.org/pdf/2604.06130
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Preprint accepted in Computer Methods in Applied Mechanics and Engineering!
CSMLab in Cambridge@CSMLab
10 Dec 2025
New Preprint: "A Quantum Spectral Method for Non-Periodic Boundary Value Problems", by @ekyvalens, Yiren Wang, @BurigedeL , Michael Ortiz and @fehmiCirak arxiv.org/abs/2511.11494
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Spring is here ...
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Paper now published in the International Journal for Numerical Methods in Engineering. onlinelibrary.wiley.com/doi/…

Multi‐View Bayesian Optimisation in an Input‐Output Reduced Space for Engineering Design

Bayesian optimisation is an adaptive sampling strategy for constructing a Gaussian process surrogate to efficiently search for the global minimum of a black-box computational model. Gaussian proces...

onlinelibrary.wiley.com
CSMLab in Cambridge@CSMLab
8 Jan 2025
⚡️Preprint alert: “Multi-view Bayesian optimisation in reduced dimension for engineering design” by Thomas Archbold, @IevaKazlauskai, @fehmiCirak arxiv.org/abs/2501.01552
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Paper now published in the International Journal for Numerical Methods in Engineering. onlinelibrary.wiley.com/doi/…

Bayesian Buckling Load Optimisation for Structures With Geometric Uncertainties

Optimised lightweight structures, such as shallow domes and slender towers, are prone to sudden buckling failure because geometric uncertainties/imperfections can lead to a drastic reduction in...

onlinelibrary.wiley.com
CSMLab in Cambridge@CSMLab
16 Jan 2025
‼️New preprint: "Bayesian buckling load optimisation for structures with geometric uncertainties" by Tianyi Liu, @XiaoXiao_CAM, @fehmiCirak arxiv.org/pdf/2501.04553
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New Preprint: "A Quantum Spectral Method for Non-Periodic Boundary Value Problems", by @ekyvalens, Yiren Wang, @BurigedeL , Michael Ortiz and @fehmiCirak arxiv.org/abs/2511.11494
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Excited to welcome @YaswanthSai to the team as a postdoc! Yaswanth joins us from the University of Illinois Urbana-Champaign and will be focusing on Bayesian inference and PDEs with uncertain/imperfect boundaries.
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CSMLab in Cambridge retweeted
Fehmi Cirak@fehmiCirak
4 Jun 2025
I am looking forward to attending ADMOS 2025 next week and giving a plenary lecture on "Learning from uncertain models and limited data for digital design and twinning." admos2025.cimne.com/plenary_…
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Congratulations to @Oguzhan021 for passing his PhD viva with minor corrections! 🎉🎊 Now, to finishing off the last paper.
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Please apply or share: Research Assistant/Associate in Computational Mechanics at University of Cambridge, focusing on computational methods for uncertain/imperfect geometries. Join our team! jobs.cam.ac.uk/job/50399/
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If you happen to be in Cambridge, don't miss Arnaud's seminar on Population-Based Inference in Mechanics. Friday 07 February 2025, 15:00-16:00 talks.cam.ac.uk/talk/index/2…
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‼️New preprint: "Bayesian buckling load optimisation for structures with geometric uncertainties" by Tianyi Liu, @XiaoXiao_CAM, @fehmiCirak arxiv.org/pdf/2501.04553
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⚡️Preprint alert: “Multi-view Bayesian optimisation in reduced dimension for engineering design” by Thomas Archbold, @IevaKazlauskai, @fehmiCirak arxiv.org/abs/2501.01552
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📜Preprint alert: "Mechanical State Estimation with a Polynomial-Chaos-Based Statistical Finite Element Method". An exciting collaboration with our esteemed colleagues at TU Braunschweig! arxiv.org/abs/2412.05037|
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📣 New paper 📣 Variational Bayesian surrogate modelling with application to robust design optimisation Thomas Archbold, @IevaKazlauskai, @fehmiCirak Computer Methods in Applied Mechanics and Engineering (2024) sciencedirect.com/science/ar…
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CSMLab in Cambridge retweeted
Fehmi Cirak@fehmiCirak
2 Oct 2024
🔉A podcast on our paper: Towards quantum computational mechanics youtube.com/watch?v=bODsbS66… sciencedirect.com/science/ar… (NotebookLM generated)

Towards quantum computational mechanics

NotebookLM generated podcast on:Towards quantum computational mech...

youtube.com
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Can quantum computing revolutionize computational mechanics? We introduce a PDE solver that achieves exponential speedup, reducing complexity from O(Nᶜ) to O((log N)ᶜ). 🔗 arxiv.org/abs/2312.03791 Paper by @BurigedeL, Michael Ortiz, and @fehmiCirak, recently accepted in CMAME.
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⚡️Link to the published article: Towards quantum computational mechanics Burigede Liu, Michael Ortiz, Fehmi Cirak authors.elsevier.com/sd/arti…
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Just uploaded the slides and Jupyter notebooks from the @UK_ACM @semni_social school on Data-Centric Engineering in Computational Mechanics - Day 3. github.com/fcirak/ukacm_autu… @Oguzhan021 @SP_Joes @fehmiCirak

GitHub - fcirak/ukacm_autumn_school_2024: Lecture slides and Jupyter notebooks used in the autumn...

Lecture slides and Jupyter notebooks used in the autumn school "Data-Centric Engineering in Computational Mechanics". - fcirak/ukacm_autumn_school_2024

github.com
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CSMLab in Cambridge retweeted
UKACM@UK_ACM
18 Sep 2024
Third day of the UKACM-SEMNI autumn school! Today @fehmiCirak @CSMLab will deliver the lecture "Computational Mechanics: A Bayesian perspective". See you in a couple of hours! @UK_ACM @semni_social @ECCOMASofficial @IACM_Community
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