Sergei V. Kalinin @sergei-imaging.bsky.social · 01/07/2025After talking to several of my senior colleagues in academia, I somehow remember the most famous tanka by Ono no Komachi.... 000
Sergei V. Kalinin @sergei-imaging.bsky.social · 24/04/2025AI comedy night - exploring career pivot to stand up comedy www.youtube.com/watch?v=jNP7...youtube.comSergei Kalinin, MicNite Spring 2025YouTube video by MicNite UTK 010
Sergei V. Kalinin @sergei-imaging.bsky.social · 17/03/2025🙏 Off to the APS March meeting to give Adler Prize lecture on closing the characterization loop via reward driven workflows. DM if you would like to meet and grab a coffee! What makes this conference special is that it is also the first talk of Dmitri Kalinin! 040
Sergei V. Kalinin @sergei-imaging.bsky.social · 04/02/2025Automated STEM in action. So many particles, so little time... But now AE STEM can do it www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: 🚀 So many particles, so little time to study plasmonic effects .... Not…🚀 So many particles, so little time to study plasmonic effects .... Not anymore - see automated STEM operationalized by Austin Houston and Utkarsh Pratiush… 050
Sergei V. Kalinin @sergei-imaging.bsky.social · 28/01/2025Pro tip - if you have to wake up at night a lot to take care of baby, luminescent tape on all edges minimizes probability of toe damage 140
Sergei V. Kalinin @sergei-imaging.bsky.social · 15/01/2025Newcomer to automated experiment world - ML-enabled nanoindentation www.linkedin.com/posts/activi...linkedin.comSign Up | LinkedIn500 million+ members | Manage your professional identity. Build and engage with your professional network. Access knowledge, insights and opportunities. 040
Sergei V. Kalinin @sergei-imaging.bsky.social · 15/01/2025Ferrofluid and Frank Sinatra. It doesn't get better. 020
Sergei V. Kalinin @sergei-imaging.bsky.social · 11/01/2025A question to my colleagues in computer vision - what is the best way to identify objects and data variability in Esher drawings? 020
Sergei V. Kalinin @sergei-imaging.bsky.social · 26/12/2024Python is successfully installed, but now no mouse is detected.... 060
Sergei V. Kalinin @sergei-imaging.bsky.social · 25/12/2024Russo - Iranian XMas. Vodka is from Texas. 160
Sergei V. Kalinin @sergei-imaging.bsky.social · 19/12/2024 Asking for advice from molecular discovery and ML community re practical databases - will appreciate leads! www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: 🌟 Seeking Advice from the Molecular Discovery Community 🌟 Recently, our…🌟 Seeking Advice from the Molecular Discovery Community 🌟 Recently, our team have experimented with some simple molecular discovery algorithms. However, for… 030
Sergei V. Kalinin @sergei-imaging.bsky.social · 16/12/2024Showing the automated labs in University of Tennessee Tickle College of Engineering to Steven Spurgeon . The Spectra 300 with HPC control, Jupiter AFM, and the fleet of pipetting robots and SpinBot at Mahshid Ahmadi lab. It works, and it works together! 020
Sergei V. Kalinin @sergei-imaging.bsky.social · 16/12/2024Machine learning and AI can help only those who know how to help themselves 050
Sergei V. Kalinin @sergei-imaging.bsky.social · 16/12/2024Hackaton launch! www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: 🔬 🪄 Hackathon launch! Happy to welcome everyone to the launch of the…🔬 🪄 Hackathon launch! Happy to welcome everyone to the launch of the ML/AI for the Microscopy Hackathon! Starting with the intro talks by Gerd Duscher… 010
Sergei V. Kalinin @sergei-imaging.bsky.social · 11/12/2024SVK -> Fellow, National Academy of Inventors research.utk.edu/oried/2024/1...research.utk.eduKalinin, Melcher Named NAI Fellows - Research, Innovation & Economic DevelopmentUniversity of Tennessee Knoxville professors Sergei Kalinin and Chuck Melcher have been named NAI Fellows. 010
Sergei V. Kalinin @sergei-imaging.bsky.social · 02/12/2024Reinforcement learning is not the right algorithm for the cartpole problem. LLMs are not the right algorithm for math or causal inference. It's amazing to see the ML community trying to use fantastic tools for tasks they are not built for. 060
Sergei V. Kalinin @sergei-imaging.bsky.social · 01/12/2024With a defined reward function, everything is an optimization problem. And we know how to solve optimization problems. 030
Sergei V. Kalinin @sergei-imaging.bsky.social · 30/11/2024If you plan to attend MRS in Boston - will be happy to connect! www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: 🧱 🍁 Fall MRS in Boston - if you plan to attend, drop me a note to…🧱 🍁 Fall MRS in Boston - if you plan to attend, drop me a note to connect in person and you are welcome to the talks and posters from my and Mahshid Ahmadi… 170
Sergei V. Kalinin @sergei-imaging.bsky.social · 29/11/2024Intro to Machine Learning for Materials Science: from ontologies and NLP to causality and decision making www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: GitHub - SergeiVKalinin/MSE_Fall2024🎓 Reflecting on "Introduction to Machine Learning for Materials Science"🎓 As the semester comes to a close, it’s a great time to look back on the second… 0283
Sergei V. Kalinin @sergei-imaging.bsky.social · 27/11/2024How important is quantum mechanics for materials science? www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: Prof. M.I. Katsnelson (Mikhail) | Radboud University✨ How important is quantum mechanics for materials science? A very interesting opinion by Mikhail Katsnelson (translated from Russian and slightly abridged in… 030
Sergei V. Kalinin @sergei-imaging.bsky.social · 27/11/2024So Microsoft now can datamine all Word and PowerPoint docs as we type them unless opt out? www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: No matter how long I have been using Word and PowerPoint, it starts to…No matter how long I have been using Word and PowerPoint, it starts to feel like time to switch to Overleaf, Unix, etc. Given how vulnerable are LLMs for… 100
Sergei V. Kalinin @sergei-imaging.bsky.social · 25/11/2024It's a very special feeling when you are 5 minutes over time in class, and the students look at you expecting the lecture to continue. 120
Sergei V. Kalinin @sergei-imaging.bsky.social · 23/11/2024AI/ML for scanning probe microscope - use digital twin to transition from in silico to in materio! www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: GitHub - RichardLiuCoding/spmsimu: Scanning Probe Microscopy Simulator…🧙♂️ Build your own digital twin of scanning probe microscope It is difficult to make ML/AI real - simply because whereas in silico we can do anything… 040
Sergei V. Kalinin @sergei-imaging.bsky.social · 22/11/2024For the last 20 years, we were scaling theory. For the last 5, synthesis. It's time for characterization and feedback to theory. Which also means that we need light models that can be updated based on individual experiments, and ways to integrate them into more universal ones. 130
Sergei V. Kalinin @sergei-imaging.bsky.social · 20/11/2024And reward based workflows for image analysis: unsupervised, explainable, robust, and allowing for human in the loop tuning. arxiv.org/abs/2411.12612arxiv.orgReward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging dataRapid progress in aberration corrected electron microscopy necessitates development of robust methods for the identification of phases, ferroic variants, and other pertinent aspects of materials struc... 000
Sergei V. Kalinin @sergei-imaging.bsky.social · 20/11/2024Reward based microscopy optimization - how to make things work better when there is no training data, but we can build human heuristics or physics based reward function arxiv.org/abs/2411.12065arxiv.orgReward based optimization of resonance-enhanced piezoresponse spectroscopyDynamic spectroscopies in Scanning Probe Microscopy (SPM) are critical for probing material properties, such as force interactions, mechanical properties, polarization switching, and electrochemical r... 020
Sergei V. Kalinin @sergei-imaging.bsky.social · 17/11/2024Join the microscopy hackaton (and see the actual video of the hacker infiltrating the microscope room) www.linkedin.com/posts/sergei...linkedin.comSergei Kalinin on LinkedIn: #microscopy #hackathon #innovation #ai #machinelearning #stem…🎥 Microscope Hackers Unite! 🔬💻 Ever thought about hacking a microscope? 🔍 In our latest promo video, a daring hacker Austin Houston tries to break into… 050
Reposted by Sergei V. KalininVolker Blum @aimsduke.bsky.social · 16/11/2024I know everyone else noticed too, but I'm still amazed, happy and unexpectedly distracted by the old chemtwitter suddenly re-forming on chemsky. Made my week so much better and I hope it'll make everyone else's life better, too. Great to see everyone here. 211411