Minglang Yin, PhD

HRS Fellowship, PostDoc, JHU Biomedical Engineering, AI, Cardiovascular, Biomechanics, Brown

[Minglang Yin, PhD @minglang_y]

🚨 Predicting Sudden Cardiac Death in Patients With Sarcoidosis Using a Multimodal AI @JACCJournals JACC:EP https://t.co/bUOJoOeRFq @Cardiology@AI @JHUBME @ChangxinLai @NTrayanova @JonChrispinMD

[Minglang Yin, PhD @minglang_y]

#GTC2025 It's truly eye-opening to witness that AI is reshaping and driving transformation across industry, medicine, science, the economy, and nearly every aspect of society at an unprecedented, awe-inspiring pace. @trayanovalab

[Minglang Yin, PhD @minglang_y]

@NTrayanova @trayanovalab @JHUBME @HopkinsEngineer

[Minglang Yin, PhD @minglang_y]

🥳🥳New paper out! A prelude to precision cardiac morphology. We present a precise framework for clustering heart shapes — a step toward linking cardiac morphology with pathophysiology and revolutionizing risk stratification in shape-mediated diseases. https://t.co/yCWXk0LIme

[NataliaTrayanova @NTrayanova]

🙏🙏 @jhuhub @Jillrosen for the press release on our paper, published today in @NatureCVR. It presents #multimodal #Al risk prediction of lethal #arrhythmia @JonChrispinMD @AllisonGHaysMD @minglang_y @ChangxinLai @trayanovalab
👉https://t.co/wuzBaBi6DV
👉https://t.co/NfQIMZlQ4r

[Minglang Yin, PhD @minglang_y]

Thanks for reporting our story!! 🙏🙏 Excited to share our quest for developing novel AI to expedite PDE solving on various human hearts!! It's such a delight to be a part of the team. @NTrayanova @NicolasCharon @MauroMaggioni @Lulu @RyanBrody @JHU_ADVANCE

[Communications of the ACM @CACMmag]

"Machine Learning Framework Integrates Geometry into Fast PDE Solving," by Allyn Jackson, describes how #researchers are exploiting the #pattern -finding power of #MachineLearning to create new frameworks for solving partial differential equations. https://t.co/Dkc0g79ScV

[NataliaTrayanova @NTrayanova]

NSF article on our study in @NatComputSci - exciting!
https://t.co/VXeGvuIo93
@HopkinsEngineer @JHUBME @trayanovalab @minglang_y #cardiotwitter #AI #neuraloperator #DigitalTwin @JHU_ADVANCE @HopkinsDSAI @JohnsHopkins

[Johns Hopkins Engineering @HopkinsEngineer]

In @NatComputSci: @NTrayanova, @minglang_y, & Mauro Maggioni's DIMON AI drastically speeds up solving partial differential equations on 3D shapes—without a supercomputer. Big implications for precision medicine, engineering design, and scientific modeling. https://t.co/9QNCdoWovg

[Minglang Yin, PhD @minglang_y]

Thank you @HubJHU for sharing our work published in Nature Computational Science.

New AI cracks complex engineering problems faster than supercomputers https://t.co/HMr5ivNnWf via @HubJHU

[Minglang Yin, PhD @minglang_y]

Thrilled to share our recent work. DIMON, our novel AI framework, is designed to solve PDEs on various domains. A big shout-out to my fantastic mentor and collaborators. @trayanovalab @NTrayanova @JHUBME @JohnsHopkinsAMS Lu,Brody,Charon,Maggioni

[Nature Computational Science @NatComputSci]

📢@minglang_y, @NTrayanova and colleagues present DIMON, an AI framework for learning geometry-dependent solution operators of partial differential equations. @trayanovalab https://t.co/EXgLbSCHc1

[The Physiological Society @PhySoc]

✨ Congratulating our 2025 Prize Lecture Recipients ✨
2025 Hodgkin-Huxley Prize Lecture: @NTrayanova, Professor of Medicine @JohnsHopkins, Murray B. Sachs Professorship @JHUBME, & is the first woman to hold an endowed professorship at Whiting School of Engineering @JohnsHopkins

[Minglang Yin, PhD @minglang_y]

@NTrayanova @JHUengineering Super exciting! Looking forward to its applications in clinics.

[NataliaTrayanova @NTrayanova]

Very proud @minglang_y! Amazing to predict how an electrical wave propagates through #heart #digitaltwin without solving the equations and the linked ionic models. Instead using the power of #AI! Can't wait to see this in the clinic! @JHUengineering
https://t.co/yuMTpcCnz5

[Minglang Yin, PhD @minglang_y]

Arrived in #NOLA, Looking forward to my first clinical conference #HRS2023 . Poster session I : Fri. 2:30-4:30.

[Minglang Yin, PhD @minglang_y]

@tajtac Congrats again, Vahil!

[Minglang Yin, PhD @minglang_y]

@fcosahli @ArratiaLo1 @DanielEHurtado1 @hernan_mella Nice work!

[Minglang Yin, PhD @minglang_y]

@Mniepert Interesting idea...But I don't think a neural operator and PINNs are comparable...they are apples and oranges. Please see this https://t.co/rfxqwWLlhi