Doing prof. stuff @tudelft | mechanics, materials, machine learning & in-betweens | previously @ETH_en & @Caltech

Joined January 2020
21 Photos and videos
Sid Kumar retweeted
πŸ“’ Calling out for future MSc students: on Thursday 20 February 2025, 18.00-18.30 h, @sidkumar_mech (MSc Coordinator @MSETUDELFT) will host the info session about the Master #MaterialsScience & Engineering, during the Master's Event @tudelft. 🌐 More info: linkedin.com/posts/tu-delft-…
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Excited to share that I’ve been promoted to Associate Professor at @tudelft! 😊 A heartfelt thanks to all my colleagues, mentors, collaborators, and most importantly, students for their unwavering support and inspiration along the way. πŸ™ @MSETUDELFT @tudelftme
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Check out our paper on designing spinodal metamaterials by directly using a small set of experimental data! We introduce physics-enhanced ML strategies to compensate for the small amount of data and simulation-experiment gap.πŸ‘‡ doi.org/10.1016/j.eml.2024.1… @MSETUDELFT @tudelftme

Starting 2025 w/ a collaborative effort w/ @sidkumar_mech & team using experimental data sets, physics-enhanced ML, and computational models to predict, understand, and inversely design spinodal metamaterials for large deformation and energy absorption. doi.org/10.1016/j.eml.2024.1…
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Bluesky is a nice revival of good old academic twitter days. I hope it achieves a critical mass. Find me there: bsky.app/profile/sid-kumar.b…

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Sid Kumar retweeted
On Thursday 28 November 2024, 19.00-19.45 h (CET) @sidkumar_mech (Master programme Coordinator @MSETUDELFT) will host an online information session about the MSc programme #MaterialsScience & Engineering, during the Master's Event @tudelft @tudelftme. 🌐linkedin.com/posts/tu-delft-…
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Interested in predicting the full constitutive model of metamaterials with generalization to both new loading scenarios & architectures? Check out new paper: HyperCANs in @EmlWebinar Link: doi.org/10.1016/j.eml.2024.1… Great work by Li Zheng and collab. with @DennisKochmann
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It’s that time of the year when academics blow their horns about being in top 2% cited whatever list πŸ˜‚
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Reviewer 2: please read my review paper to familiarize yourself with your own prior papers; reject for now on novelty grounds πŸ˜‚ Academic milestone achieved βœ…
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We have a new 4 yr. fully-funded PhD position open in our group at TU Delft on Machine Learning-driven Modeling of Metallic Microstructures. Apply now! Link: tinyurl.com/3k4r5dnp Retweets appreciated! 😊 @MSETUDELFT @tudelftme @TUDelft_AI @4TU_HTM
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If you're at #Eccomas2024 and interested in ML design of spinodal metamaterials directly with experimental data, come to auditorium VIII MS007A at 10:30 today. 😊 Preprint: arxiv.org/abs/2312.11648 Collaboration with @CarlosMPortela
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Sid Kumar retweeted
Last day to apply! #PostDoc vacancy on #data- and #ML-driven modeling of #soft #tissue #mechanics with myself and @sidkumar_mech at TU Delft! tudelft.nl/over-tu-delft/wer…

Postdoc vacancy πŸ“’! Together with @sidkumar_mech, we have an interdisciplinary Postdoc opening on data- and ML-driven modeling of soft tissue mechanics at TU Delft. If you are interested, please apply through the following link. RTs appreciated! tudelft.nl/over-tu-delft/wer…
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Sid Kumar retweeted
We have a PhD opening at the Data-Driven Mechanics Lab @EPFL_en! The project focuses on physics- and thermodynamics-informed machine learning for the mechanics of material failure. More details about the position and application procedure here: epfl.ch/labs/lmd/open-positi…
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Postdoc vacancy πŸ“’! Together with @MPeirlinck, we have an interdisciplinary Postdoc opening on data- and ML-driven modeling of soft tissue mechanics at TU Delft. If you are interested, please apply through the following link. RTs appreciated! tinyurl.com/3mzpkx4y
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Interested in designing curvature-based morphologies for bio-mimetic applications? Or bridging curvature and mechanics for stronger metamaterials? Check out our latest paper in @Advintellsyst πŸ‘‡ doi.org/10.1002/aisy.2023007… Nice work by @YaqiGuo3 @SharmaSaurav_SS
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Sid Kumar retweeted
Check out our new preprint on informing generative diffusion models on sample constraints! We present a theoretically motivated but easily implementable method to beat SOTA for PDE adherence by almost two orders of magnitude. arxiv.org/abs/2403.14404
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Sid Kumar retweeted
These speakers πŸ‘†πŸ§΅ will talk about #MachineLearning & Molecular Discovery in the X Theatre Hall @tudelft on 21 March. Join them exploring the future of scientific discovery, facilitated by #ML and #quantummechanics. πŸ“’ Keynote: Prof. Max Welling 🌐 4tu.nl/htm/joint-materials-s… 12/
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Join us for a intriguing ML meets Materials workshop in Delft! πŸ“’πŸ‘‡
Joint Workshop on the role of #MachineLearning in Molecular Discovery. Theoretical research & real-world applications in molecular & #materials discovery. 🏠@tudelft πŸ—“οΈ21 March 2024 πŸ“’Keynote: Prof. Max Welling ✍️Register online! 🌐Info & full programme: 4tu.nl/htm/joint-materials-s…
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Thanks for the highlight @ETH_en !
12 Dec 2023
ETH Researchers have trained #AI to create metamaterial structures with desired #MechanicalProperties for various applications. πŸ‘ŸπŸ‘©β€πŸ’» @eth_dmavt @tudelft @DennisKochmann @sidkumar_mech brnw.ch/21wFfqL
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Sid Kumar retweeted
Want to create a truss metamaterial with ad-designed nonlinear stress-strain response? We use autoencoders for the optimization and inverse design. Interestingly, the model can predict structures with properties far outside those of the training data. nature.com/articles/s41467-0…
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We have a 3-year Postdoc opening on data- and ML-driven modeling of metallic microstructures. If you are interested, please apply through the following link. RTs appreciated. πŸ“’ @MSETUDELFT tudelft.nl/over-tu-delft/wer…

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