Giulia Luise

Senior Researcher @MSFTResearch - Previously at UCL - Machine Learning, AI for science, optimal transport.

[Giulia Luise @GiuliaLuise1]

Exciting update of Skala!

[Rianne van den Berg @vdbergrianne]

Today we're sharing a major Skala update: new paper and model release. Skala is a deep-learned XC functional for DFT: 2.8 kcal/mol on GMTKN55, wins 32/55 subsets & surpasses SOTA hybrids in accuracy at semi-local cost.

Paper: https://t.co/UEyLSM42TI
Code: https://t.co/6KLFciAkNy

[Peter Lee @peteratmsr]

We're excited to reveal this major advance in computational chemistry, an AI model called Skala @MSFTResearch for the exchange-correlation functional, accurate enough, and super fast, for precise in silico predictions of chemical experiments. An early access program is now open.

[Chin-Wei Huang @chinwei_h]

🚀 After two years of intense research, we’re thrilled to introduce Skala — a scalable DL density functional that hits chemical accuracy on atomization energies and matches hybrid-level performance on main group chemistry — all at the cost of a semi-local functional. ⚛️🔥🧪⚗️🧬

[Giulia Luise @GiuliaLuise1]

Very excited to share this work! 🤩

[Rianne van den Berg @vdbergrianne]

🚀 After two+ years of intense research, we’re thrilled to introduce Skala — a scalable deep learning density functional that hits chemical accuracy on atomization energies and matches hybrid-level accuracy on main group chemistry — all at the cost of semi-local DFT. ⚛️🔥🧪🧬

[Kacper Kapuśniak @KKapusniak1]

If data lives on a manifold, how do we design meaningful interpolations between marginals? We present Metric Flow Matching (MFM)…

@PPotaptchik @TeoReu @leoeleoleo1 @AlexanderTong7 @mmbronstein @bose_joey @Francesco_dgv

🔗Dive in here: https://t.co/XwaU2nyaMT
🧵 (1/12)

[Microsoft Research @MSFTResearch]

Aurora, a new AI foundation model from Microsoft Research, can transform our ability to predict and mitigate extreme weather events and the effects of climate change by enabling faster and more accurate weather forecasts than ever before. https://t.co/ITju7C7Jbw

[Paris Perdikaris @ParisPerdikaris]

Excited to introduce Aurora: a foundation model of the atmosphere.  In <1min, Aurora produces 5-day global air pollution predictions and 10-day high-resolution weather forecasts that outperform SOTA classical simulation tools and the best specialized deep learning models… 1/n

[Marloes Arts @ArtsMarloes]

We have now released the denoising diffusion model codebase! It includes:
🏋️ Pretrained models
✅ Easy sampling and evaluation
💻 Full model and training scripts

Check out our repository here: https://t.co/img4OgHx52

[Giulia Luise @GiuliaLuise1]

Amazing advancements in material design! Kudos to my incredible colleagues in #AI4Science team @MSFTResearch!

[Tian Xie @xie_tian]

[1/N] Generative AI has revolutionized how we create text and images. How about designing novel materials? We at @MSFTResearch #AI4Science are thrilled to announce MatterGen: our generative model that enables broad property-guided materials design.
👇
https://t.co/wDExZ3zWcd

[Giulia Luise @GiuliaLuise1]

📢Internship opening in the Microsoft AI4Science team in Amsterdam or Berlin!

Join our interdisciplinary team working on computational chemistry and deep learning ⚛️

https://t.co/XlheYvr06k

[WiML @WiMLworkshop]

📢 Call for Participation! The 18th Workshop for Women in Machine Learning (#WiML2023) will be co-located with the @NeurIPSConf in New Orleans, Louisiana on 11th December 2023. Deadline for submissions - September 15th, 2023. Find the full CFP here: https://t.co/Ae2hxiRcAP

[Giulia Luise @GiuliaLuise1]

Serving as General Chair of this year WiML Un-Workshop was a great experience!

Big thanks to my awesome co-organizers, to @MandanaSamiei (who worked very hard with us but could not join due to visa issues), and to everyone who contributed and participated in the workshop 🌟

[Mandana Samiei @MandanaSamiei]

A big thank you to @KrPriyadarshini @GiuliaLuise1 @tifding @steph_milani and Arianna Bunnell for the amazing job organizing WiML un-workshop. Working with you has been an incredible experience, and I am deeply grateful.

[Giulia Luise @GiuliaLuise1]

Panel discussion of #WiML Un-Workshop is starting now in 316C! Join us to hear from our amazing panelists @jpineau1, Pascale Fung, @YaoQinUCSD, @RihabGrs 🌺

[WiML @WiMLworkshop]

🗣️ It's time for an empowering panel discussion! Join Joelle Pineau, Pascale Fung, Yao Qin, and Rihab Gorsane as they discuss fostering women's leadership in AI and the future of machine learning. Hall 316C, be there! #WiMLUnWorkshop2023 #WomenInAI

[Judy Shen @judyhshen]

Come join our @WiMLworkshop breakout session discussion at #icml2023 on “Data, Diversity, and Downstream Impacts” 2-3pm today in 326B

Everyone is welcome!!!

[WiML @WiMLworkshop]

📢 See you at another intriguing talk at #WiMLUnWorkshop2023 by Rihab Gorsane (Instadeep, Tunisia) discussing her personal journey in AI at an African startup. She will be presenting in Hall 316C! 🎊#AI

[Mandana Samiei @MandanaSamiei]

The un-workshop kicked off with a truly remarkable start! Thank you 🌺@KrPriyadarshini @GiuliaLuise1 @jpineau1

[WiML @WiMLworkshop]

How often does it happen that we have the pleasure to welcome a @NobelPrize winner talking to us at #WiML? You guessed it, it’s right now 🎉

[Giulia Luise @GiuliaLuise1]

Thanks to Arianna Bunnell and @steph_milani for all the hard work in putting this evening together, it was great!

Looking forward to #WiML Un-Workshop tomorrow, that will start at 9.15am in 316C at the Hawaii convention centre!🌺

[WiML @WiMLworkshop]

Lots of fun at WiML reception tonight! 🎈

[Polina Kirichenko @polkirichenko]

Join our breakout discussion session "Leveraging Large Scale Models for Identifying and Fixing Deep Neural Networks Biases" at @WiMLworkshop @icmlconf
tomorrow Friday July 28, 11am in room 316C, with @megan_richards_ @ReyhaneAskari @vpacela @mpezeshki91! #ICML2023 @trustworthy_ml

[Bingbin Liu @BingbinL]

Come and join us this Friday at WiML~!
(in case it's unclear: any gender is welcome! :))