Adarsh Krishnamurthy

🚨📢 Excited to announce SLICE-100K, a first-of-its-kind dataset of over 100,000 G-code files, along with their tessellated CAD model, LVIS (Large Vocabulary Instance Segmentation) categories, geometric properties, and renderings. 1/n

For this work, I’m grateful to collaborate with Aditya Balu, @BabuaSpeaks , @chegday , Baskar Ganapathysubramanian, and @adarshk Also, check out @JaydeepRadeJD- “3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)" at DLGC.

Click here to explore TrAC's latest newsletter: mailchi.mp/ff46922205fa/t… Don't miss out on future updates! Sign up for our mailing list: eepurl.com/ixvqbE

Coming up! "Mastering PyTorch" from Iowa State's Translational AI Center. Get hands-on with PyTorch, the open-source AI framework. Master Tensors, architectures, debugging & real-world apps like vision/NLP. Interactive sessions. Registration opens soon: iowastateonline.iastate.edu/professional-d…

Final call! ⏰⏰ Join us starting TOMORROW for a hands-on all-things AI bootcamp, curated by experts just for you! Registration closes tonight, secure your spot now: registration.extension.iastate.edu/emc00/PublicSi…

Coming up next week! Deep Dive into AI June 4-7 | 1304 Howe Hall, Iowa State University Join us as we dive deep into, Machine Learning, Deep Learning, Computer Vision, NLP, and the latest AI trends. Register here: go.iastate.edu/HJZ3NH

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🚨 Excited to announce our new paper "NURBS-based Path Planning for Aerosol Jet Printing of Conformal Electronics" Paper link - authors.elsevier.com/c/1invr5R78jC~… Collaboration with - Jeremy Rurup, Ethan Secor, and @adarshk

Get ready for our Spring Translational AI Center Seminar series launch, happening this Wednesday (1/31) @ 1pm CT! 🔗 Visit our website for more details and access to the meetings: trac-ai.iastate.edu/events/

Looking to join in or learn more about our mini-courses this semester? Go here for more details on how to get involved: trac-ai.iastate.edu/2024/01/16/tra…

@afshawnl @ajignasu We already have a Torch implementation with code available for doing differentiable programming with NURBS. Check out arxiv.org/abs/2104.14547. github.com/idealab-isu/NU…

@ajignasu Yeah seemed to have a lot of elements already. Converted to Torch and optimized a ton of for loops to Tensor evaluations for performance. Thinking about different Boolean operation schemes to add on. Feel free to join our Discord if interested in development.

I've accomplished automatic differentiation of BSpline surfaces in Nebula! This sets the foundation for obtaining gradients throughout the entire design process, enabling CAD-level optimizations to occur in a fraction of the time.

LLMs meet 3D printing 🔽

🚨🚨Excited to announce "Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension." @kellym11111, @baskinscience, Aditya Balu, @chegday , @adarshk arxiv.org/abs/2309.02465 1/2

Our WIAA (Women in AG and AI) group had a blast educating local elementary students about the exciting world of crops, insects, rovers, and drones! This interactive event showcased the variety of ways we are implementing AI in Ag. @Soynomics @ISU_IPM @isuagronomy @iastate_cals

The abstract submission deadline for USNCCM17 is now extended to January 31. Please consider submitting your amazing computational cardiovascular research to our minisymposium. Details in tweet below. Please share with friends and colleagues!

Excited to announce the 6th successive edition of minisymposium on Multiphysics and Data-driven Modeling in Cardiovascular Biomedicine at the USNCCM17, July 23-27, 2023, at Albuquerque, NM with @adarshk and Ming-Chen Hsu. Looking forward to some cool contributions. RT+amplify!

Absolutely happy to announce that #DLGC and #SkelNetOn saga continues at #CVPR2023 with “The Fifth Workshop on Deep Learning for Geometric Computing”! Kudos and good luck to all organizers Dena Bazazian, @tritesprite, Geraldine Morin, @VisionBernie, @sellan_s, @adarshk.

Excited to announce the 5th successive edition of our minisymposium on Multiphysics and Data-driven Modeling for Cardiovascular Biomedicine at the 15th World Congress of Computational Mechanics in Yokohama with @adarshk and Ming-Chen Hsu. Join us! Submission information below. 😀

WE ARE LIVE! The 3rd Deep Learning for Geometric Computing Workshop @ICCV_2021 is now accepting paper and challenge submissions with 7 tracks of geometry processing problems in 2D/3D! sites.google.com/view/dlgc-work… #DLGC2021 #DeepLearning #CV #AI

Our NeurIPS-2021 paper on Differentiable Spline Approximations is now on @arxiv_org : arxiv.org/abs/2110.01532. We propose gradient based optimization for splines and show some really cool applications in 3D reconstruction and PDEs! @chomd90 @BabuaSpeaks @baskinscience @adarshk