A couple of weeks ago, I had the pleasure of attending #ISC7 in Barcelona, where the SRK Consulting team presented various interesting developments. I was involved in three papers presented in the congress: One work, in collaboration with Joe Rola CPEng, Mauro Giuliano Sottile, Nicolás Alejandro Rivas, and Alejo O. Sfriso, detailed the development of a 3D ground model using Leapfrog software. This model was created using data from over 200+ CPTu soundings, 30+ boreholes, and 30+ test pits. Link: https://lnkd.in/dFsK9hVS The second work, in collaboration with Jodie Crocker and Mauro Giuliano Sottile, utilized DBSCAN and HDBSCAN machine learning clustering algorithms to automate the development of the ground model from the first paper. The results are exciting, with soil layers being identified very well in a highly computationally efficient manner. Link: https://lnkd.in/df-frUKT The third work, in collaboration with Florencia Spinazzola and Mauro Giuliano Sottile, focused on evaluating the dynamic liquefaction potential of tailings using simplified methods. Our study compared the widely-used Boulanger & Idriss (2014) method with the novel approach by Saye, Olson, and Franke (2021). By analyzing CPTu data from various tailings storage facilities around the world, we found that the new method offers a more robust analysis, particularly for fine tailings. Link: https://lnkd.in/dJZ8m5pS Thanks to the Universitat Politècnica de Catalunya (UPC) and CIMNE team for hosting such an amazing conference! It was nice to get back to Barcelona after so many years. #isc7, #groundmodel, #leapfrog, #machinelearning, #dbscan, #hdbscan, #liquefaction, #tailings
Lisandro Roldan’s Post
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Thank you to everyone who visited our poster at #MICCAI2024 and contributed to such insightful discussions! I sincerely appreciate the engaging conversations and valuable feedback. For those interested in diving deeper into the research, you can explore our paper [https://lnkd.in/efgx4H6h]. Stay tuned for more papers expanding on this work, and look out for additional presentations from our lab throughout the rest of the conference. #MedicalImageAnalysis #ComputerVision #MachineLearning #VideoUnderstanding
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See QSense Omni in action! Watch our 1min demo and discover how QSense Omni simplifies surface analysis. Ready to elevate your research? Read more about our latest QCM-D instrument here - https://hubs.li/Q02fYZ_N0 #research #sciencetechnology
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Thank you, Lisandro, for joining us and sharing your insights. We hope your time in Barcelona was productive!