UQ-SciML Group (@uqscimlgroup) 's Twitter Profile
UQ-SciML Group

@uqscimlgroup

Updates from the Uncertainty Quantification & Scientific ML Group at UMich! Uncertainty propagation, Bayesian Inference, SciML, OED & everything in between.

ID: 1481506664314408963

linkhttps://uq.engin.umich.edu/ calendar_today13-01-2022 06:01:49

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42 Followers

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SIAM (@thesiamnews) 's Twitter Profile Photo

Check out SIAM’s latest book, Iterative Methods and Preconditioners for Systems of Linear Equations, by Gabriele Ciaramella and Martin J. Gander. For more information and to order visit, my.siam.org/Store/Product/…

Check out SIAM’s latest book, Iterative Methods and Preconditioners for Systems of Linear Equations, by Gabriele Ciaramella and Martin J. Gander. For more information and to order visit, my.siam.org/Store/Product/…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

An amazing evening at Cafe Zola in Ann Arbor yesterday for the UQ-SciML Group + friends, full of great food and conversations! Looking forward to many such outings in the future too.

An amazing evening at Cafe Zola in Ann Arbor yesterday for the UQ-SciML Group + friends, full of great food and conversations! Looking forward to many such outings in the future too.
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

In scenic Atlanta this week for the SIAM UQ22 Conference! Looking forward to some exciting talks and presentations about Multifidelity methods, OED, VI, Uncertainty Quantification and Propagation and lots more. Full program: meetings.siam.org/program.cfm?CO…

In scenic Atlanta this week for the <a href="/TheSIAMNews/">SIAM</a> UQ22 Conference! Looking forward to some exciting talks and presentations about Multifidelity methods, OED, VI, Uncertainty Quantification and Propagation and lots more. Full program: meetings.siam.org/program.cfm?CO…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

First up this week at #SIAM UQ22 from our group is Chengyang Huang!🥳 He presented some exciting work on "Fast Approximate Uncertainty Quantification via Conditional GANs". Read the full abstract here: meetings.siam.org/sess/dsp_talk.…

First up this week at #SIAM UQ22 from our group is Chengyang Huang!🥳 He presented some exciting work on "Fast Approximate Uncertainty Quantification via Conditional GANs". Read the full abstract here: meetings.siam.org/sess/dsp_talk.…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Action packed day at #SIAMUQ22! Kicking things off with Wanggang Shen, who presented on "Optimal Bayesian Design of Sequential Experiments Using Deep Deterministic Policy Gradient"🎉. More details on ArXiV: arxiv.org/abs/2110.15335

Action packed day at #SIAMUQ22! Kicking things off with Wanggang Shen, who presented on "Optimal Bayesian Design of Sequential Experiments Using Deep Deterministic Policy Gradient"🎉. More details on ArXiV: arxiv.org/abs/2110.15335
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Also for the win at the morning session of #SIAMUQ22 Day 3 is Snehal Prabhudesai Snehal Prabhudesai! We learnt about her work on "Low Cost Bayesian UQ for Deep Learning in Medical Image Segmentation"🧠📊. Full abstract: meetings.siam.org/sess/dsp_talk.…

Also for the win at the morning session of #SIAMUQ22 Day 3 is Snehal Prabhudesai <a href="/snehalbp/">Snehal Prabhudesai</a>! We learnt about her work on "Low Cost Bayesian UQ for Deep Learning in Medical Image Segmentation"🧠📊. Full abstract: meetings.siam.org/sess/dsp_talk.…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Last day of #SIAMUQ22 , but lots to offer yet🤓. We kicked off with Jeremiah Hauth presenting work on Bayesian Inference for Predictive Modeling in PH Balance Training🙌🏻, with exciting results using Projected SVGD. Full abstract: meetings.siam.org/sess/dsp_talk.…

Last day of #SIAMUQ22 , but lots to offer yet🤓. We kicked off with <a href="/JeremiahHauth/">Jeremiah Hauth</a> presenting work on Bayesian Inference for Predictive Modeling in PH Balance Training🙌🏻, with exciting results using Projected SVGD. Full abstract: meetings.siam.org/sess/dsp_talk.…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Carrying on, some great talks in the morning session on Variational Inference🍿, including one by Maria Veiga on "Optimal Experimental Design Using Variational Inference Approximations" which presents a cool application of VI in OED settings. Very enjoyable😄!

Carrying on, some great talks in the morning session on Variational Inference🍿, including one by <a href="/hanveiga/">Maria Veiga</a> on "Optimal Experimental Design Using Variational Inference Approximations" which presents a cool application of VI in OED settings. Very enjoyable😄!
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

The last student presenter from the group was Jiayuan Dong, who deftly explained expert elicitation for Bayesian prior construction!📐🔨 (full abstract: meetings.siam.org/sess/dsp_talk.…) With that, for now it's goodbye Atlanta, it has been a lot of fun! #SIAMUQ22 🎆✈️

The last student presenter from the group was Jiayuan Dong, who deftly explained expert elicitation for Bayesian prior construction!📐🔨 (full abstract: meetings.siam.org/sess/dsp_talk.…)
With that, for now it's goodbye Atlanta, it has been a lot of fun! #SIAMUQ22 🎆✈️
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Celebrated the end of the semester with food, cookies and fun games out at the North Campus Grove🌯🍪🏈😄. Looking forward to a great and productive summer with everyone🌞🎉

Celebrated the end of the semester with food, cookies and fun games out at the North Campus Grove🌯🍪🏈😄. Looking forward to a great and productive summer with everyone🌞🎉
UM's Resourceful Manufacturing & Design group (@remade_michigan) 's Twitter Profile Photo

We have a new manufacturing postdoc opening University of Michigan Mechanical Engineering (starting asap). This is an exciting opportunity to work on a key novel technology to accelerate the transition to low-carbon manufacturing and transport. Please see here for more details: remade.engin.umich.edu/Publications/M…

We have a new manufacturing postdoc opening <a href="/umichme/">University of Michigan Mechanical Engineering</a> (starting asap). This is an exciting opportunity to work on a key novel technology to accelerate the transition to low-carbon manufacturing and transport. Please see here for more details: remade.engin.umich.edu/Publications/M…
UQ-SciML Group (@uqscimlgroup) 's Twitter Profile Photo

Lab Update: Wanggang Shen recently defended his dissertation on "Reinforcement Learning based Sequential and Robust Bayesian Optimal Experimental Design". Congratulations, Dr. Shen! 🎓 Here's to many more future successes.🎉

Lab Update: Wanggang Shen recently defended his dissertation on "Reinforcement Learning based Sequential and Robust Bayesian Optimal Experimental Design". 

Congratulations, Dr. Shen! 🎓 Here's to many more future successes.🎉
Michigan Engineering (@umengineering) 's Twitter Profile Photo

NEW ARTICLE: “$7.5 million to predict and communicate flood risk.” Engineers, atmospheric scientists, psychologists and anthropologists team up to develop better flood predictions and ensure decision-makers can understand them. [article] news.engin.umich.edu/2023/08/7-5-mi…

Michigan Engineering (@umengineering) 's Twitter Profile Photo

What are the chances that flooding occurs, and how bad could it be? Michigan Engineering experts seek to provide answers to crucial questions when a flood risk arises. Read more [article] bit.ly/3KSMY4F