Biomedical Flows Simulation & Multiscale Modeling (BioSiMM) Lab @CMU_Mech

Pittsburgh, PA
Joined September 2022
🚀New paper alert!🚀 Our latest research paper, "Computational modeling of a human placentone: Simulating uteroplacental hemodynamics," by PhD student Armita Najmi, is live in @AIP_Publishing, Physics of Fluids. Full paper here: doi.org/10.1063/5.0243396 #WomensHealth
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We also analyzed differences in uteroplacental hemodynamics in pathological cases representative of intrauterine fetal growth restriction and preeclampsia, a serious condition that can affect the health of both mother and baby.
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This research paves the way for future computational studies that will further investigate the development and function of the placenta.
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🚀 New paper alert! 🚀 "Taylor series error correction network for super-resolution of discretized partial differential equation solutions," by PhD student Wenzhuo Xu in collaboration with @ccmccomb. Check out the full paper here: sciencedirect.com/science/ar… #MachineLearning
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We developed a novel machine learning model to correct discretization errors in numerical solutions of PDEs. ▶ The graph neural network can reconstruct high-resolution physical dynamics from low-resolution data.
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▶ We demonstrate generalization capabilities for super-resolution across several PDE solutions. ▶ Compared with neural operators, the computational cost is reduced by 47%.
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Congratulations to @CMU_Mech @BioSiMMLab PhD student Arnav Garcha on being awarded one of the ten 2024 CMLH Fellowships in Digital Health Innovation by the Center for Machine Learning and Health @HealthDataCMU at @CarnegieMellon ! 🥳🥳 cs.cmu.edu/cmlh/digital-heal…
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Thank you, @LabRaghavan and⁦ @DrErikaMoore , for inviting me to participate in the @NSF #ElevateHER conference. This was such a fantastic opportunity! I am excited about the potential of engineering in women's health🤩
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The @BioSiMMLab is at the #SB3C2024 @asme_bed Meeting this week! Check out these two talks from the lab 👇
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The BioSiMM Lab @CMU_Mech is in Washington, DC, for the #apsdfd2023 @apsfluiddynamic conference!
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Congrats to Arnav, Armita and Lara on their presentations at #BMES2023 @BMESociety ! @CMU_Mech @cmu_bme
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The @BioSiMMLab is going to #BMES2023 @BMESociety this week! Check out our presentations to learn more about our research in coronary modeling, placental blood flow, and cerebral hemodynamics in sickle cell disease in collaboration with @lightuptheFIRE. See you in Seattle!
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Check out PhD student Wenzhuo Xu's work in collaboration with @cmudrc!
🚨 New dataset by PhD student Wenzhuo Xu with @ngrandeg and @ccmccomb! 1️⃣ Over 2 million snapshots of 2D fluid dynamics simulations 2️⃣ Paired simulations on low/high res meshes 3️⃣ Unprecedented large-scale multi-fidelity fluid dynamics dataset ideal for scientific ML!
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BioSiMM Lab #BMES2023 abstracts submitted!!
⚠️ LAST CHANCE!! We are closing the submission window for general abstracts TODAY, 5/8, at noon ET. Do not miss this final deadline if you want the opportunity to share your research with your fellow BMEs at #BMES2023. Submit your abstract now! ⏳️ ow.ly/niTK50Og6wA
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Fantastic lab!
We are hiring a postdoctoral researcher in the area of DNA nanotechnology, manufacturing and gene therapy! Come join our team exploring how the design of nanoparticles can impact the cargo uptake and expression. PS: RTs are welcome! andrew.cmu.edu/user/bex/post…
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Interested in #bioinspired and #biohybrid #robots? This year Living Machines 2023 is being hosted by the Italian Institute of Technology (IIT) at the Aquarium of Genova July 10-13. Paper submissions are now open: tinyurl.com/LivingMachines20… #LM2023
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Looking forward to hiring a postdoctoral scholar expert in cell/tissue culture to work on a new NIH funded project. Please send your CV to [email protected]. Knowledge in heart valve tissue engineering is a plus but not required. Please RT. 🙏🙏🙏
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Are you or someone you know interested in grad school in a field related to neuromechanics or #robotics? the @NSF Funded #NeuroNex C3NS team is recruiting at many member institutions and hosting a virtual open house on Dec 5th. More info and register here: sites.google.com/andrew.cmu.…
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