Application Scientist at Nanosurf. Exploring, getting amazed. Love computer gaming, physics, coding...
Joined November 2011
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Did you notice the new @NanosurfAFM website and where the #fridayAFM posts are archived? lnkd.in/eFYiBuk5
#Nanosurf #AFM #CleanDrive #DriveAFM #Nanoscale
Context is always useful. This week I will host the talk by Prof. Ricardo García, “Machine learning analysis of #cell viscoelasticity by AFM”, and I know that, without the proper context, it will just look like more buzzword hype: #MachineLearning #AI #AFM, etc.
That is why I want to show you these two books. On the left is Ricardo García’s book, without doubt the best book on the topic, detailing the feedback, artefacts, signals and information that can be extracted from this imaging mode. On the right, four times thicker than Ricardo’s book, is a book that tries to explain the AFM tip–sample interaction. This is why analysing force–distance curves is so complex and time-consuming, and why, even with machine learning, it is a tremendous task.
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Last call. Tomorrow starts the AI and ML for AFM aut9mation webinar I've been preparing. Join if you are interested. nanosurf.com/ai-afm-webinar – at Basel, Switzerland
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Uisng #nanosurf_MCP_server in combination with #Claude to operate one of the most powerful microscopes in the world, the #AFM The era of #AI has arrived and the #closeedloopscientist is a reality.
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#HectorVStheAFM Spent the last three months putting together a database of every #afm paper ever published. This is the result of 40 years of #research in #nanoscience enJOY
instagram.com/reel/DZzwHVYMD…
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This led me back into optimization and why gradient descend might fail. So I tried my old reliable Simmulated Annealing.
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And then i went down the rabbit hole of @GaussianProcess and bayesian optimization. Which led me to work on @DigitalTwins of the AFM and the tip-sample interaction. And now I have so many projects open that I cannot even move without bumping into a million new questions.
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What is an Atomic Force Microscope (AFM), and what is it used for?
instagram.com/reel/DWTCKQpDE…
Tomorrow I'll be presenting some MLAI Automated AFM (Machine Learning and Artificial Intelligence Automated Atomic Force Microscopy) in Zurich. So I thought, why not ask AI how it will look like? XD
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Many people asked for AFM-related content to be able to learn more, so here it is, #hectorvstheafm on youtube. #AFM #science youtube.com/shorts/1lDCjiP1U…
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