Do deeper neural operators forget geometry?
Our ICML 2026 paper introduces the Geometry Forgetting Hypothesis — a hidden reason why neural operators fail on irregular domains.
Shoutout to PhD student Yanming Xia and our PI for this work 👏
▶️https://t.co/6JYTGNLch7 #ICML2026
Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning
Yanming Xia, Angelica I. Aviles-Rivero
https://t.co/GHj2QwFhEH [𝚌𝚜.𝙻𝙶]
🚀 The Math+ML+X Seminar Series is back!
Don’t miss our next talk by Han Zhang on physics-informed AI for blood flow imaging 🧠💡
📅 May 14 | ⏰ 4PM
💻 Voov: 294-173-543
Where math meets machine learning meets real-world impact.
#MathMLX#PINNs#AIforScience
🚨 Today is the Day! ICLR 2026 Oral Presentation
Sharing our work on rethinking attention for medical time series today 👇
🎤 Oral Session 5F — AI for Science II
📍 Room 201C
Would love to chat!!
#ICLR2026
���Are you attending ISBI 2026? @IeeeIsbi 👀
The Math+ML+X Lab is warming up (yes, gradients included).
Come find us, come say hi, exchange ideas, and connect
Bonus: we’re hiring — so let’s chat!
Happy #PiDay!
A wild fact:
Pick two random integers.
The probability they share no common divisor is
6 / π² ≈ 0.6079
A constant discovered while studying circles suddenly appears in number theory!
π also shows up in machine learning!
#InternationalDayofMathematics
Operator learning + geometry + transformers = 🔥
Excited to host Shizheng Wen (ETH Zürich) at the Math+ML+X Seminar next Friday !
If PDEs and ML are your thing, don’t miss it.
🗓 March 20 | ⏰ 4pm | 💻 Online
Happy International Women’s Day! 🌸
Math+ML+X Lab celebrates the strength, creativity, and resilience of women everywhere.
We honour the countless ways women contribute to our communities, inspire future generations, and help shape a better world!!
#InternationalWomensDay
Calling students & early-career researchers!
Learn how to turn ideas & experiments into a strong #MICCAI2026 submission at the MSB Webinar panel discussion.
📅 Jan 21, 8:00 PM EST | Jan 22, 2:00 AM CET / 9:00 AM CST
🔗https://t.co/xaCcfSjTtK
🔄 Revisit the profiles of 50 Women in ELLIS to discover women leading AI research across Europe—their achievements, impact and advice.
👉 https://t.co/4dMXGPHkEy
Into distributions, slices, and reconstruction algorithms?
We’ve got something you’ll want to see at Poster #1806 at #NeurIPS2025.
📅 Dec 5 | ⏰ 11–2 | 📍 Exhibit Hall C/D/E
🎴Big news! Our FNO-based approach accelerates quantum-fluid modelling by ~4000× — while preserving full physical accuracy.
Now published in Nature Portfolio’s Communications Physics!
Huge thanks to our incredible collaborators who made this possible!!
https://t.co/r7cA3Ynkpw
📢 News! (cc: @MICCAI_Society@IeeeIsbi) @aviles_rivero & @WangShujunCUHK will co-lead Winter School 2025: Medical Imaging in the Deep Learning Era!
✨ Two days of AI + medical imaging
✨ Amazing speaker lineup
✨ FREE & online
🗓️ Dec 5–6, 2025
🔗 https://t.co/S2YXRsV3Qr
🚨 Schedule Update!
Our MATH+ML+X Seminar with Prof. Hongxia Yang from The Hong Kong Polytechnic University starts in less than 1 hour!!! ⏰
🧠 Topic: Co-GenAI: A Novel Fusion-Driven Framework
🗓️ Today at 4 PM (Beijing Time)
💻 Join via Voov (tencent): 177-832-355
🚀 Our Math+ML+X group at #MICCAI2025:
🏆 PI won the Outstanding Area Chair Award!, served on Best Paper committee & joins the #MICCAI2026 Committee!
📚 We co-organised the Graph Learning Tutorial & Workshop on MedAGI
🧮 Presented Implicit U-KAN2.0 for medical segmentation!