Julian Suk
@sukjulian.bsky.social
Postdoc @ Technical University of Munich | Intern @ Qualcomm AI Research | PhD @ University of Twente | Neural operators for cardiovascular flow
Looking for a pre-trained transformer to fine-tune on your 3D artery data? We are releasing GReAT, an open-weight point cloud (or mesh) model.
➡️ github.com/sukjulian/great
➡️ github.com/sukjulian/great
October 21, 2025 at 10:09 AM
Looking for a pre-trained transformer to fine-tune on your 3D artery data? We are releasing GReAT, an open-weight point cloud (or mesh) model.
➡️ github.com/sukjulian/great
➡️ github.com/sukjulian/great
Maths YouTube is really taking off lately! Check out these creators that I particularly enjoy:
• 3Blue1Brown (obviously)
• Mutual Information (machine learning and computation)
• Aleph 0 (pure mathematics, beautiful visuals)
• Sheafification of G (chaotic and stimulating, lots of memes)
• 3Blue1Brown (obviously)
• Mutual Information (machine learning and computation)
• Aleph 0 (pure mathematics, beautiful visuals)
• Sheafification of G (chaotic and stimulating, lots of memes)
October 9, 2025 at 3:00 PM
Maths YouTube is really taking off lately! Check out these creators that I particularly enjoy:
• 3Blue1Brown (obviously)
• Mutual Information (machine learning and computation)
• Aleph 0 (pure mathematics, beautiful visuals)
• Sheafification of G (chaotic and stimulating, lots of memes)
• 3Blue1Brown (obviously)
• Mutual Information (machine learning and computation)
• Aleph 0 (pure mathematics, beautiful visuals)
• Sheafification of G (chaotic and stimulating, lots of memes)
Neural operators are gaining traction in science and engineering as fast surrogates for time-intensive physics simulation.
Introducing "Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries" (published in Computer Methods and Programs in Biomedicine).
Introducing "Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries" (published in Computer Methods and Programs in Biomedicine).
October 9, 2025 at 12:00 PM
Neural operators are gaining traction in science and engineering as fast surrogates for time-intensive physics simulation.
Introducing "Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries" (published in Computer Methods and Programs in Biomedicine).
Introducing "Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries" (published in Computer Methods and Programs in Biomedicine).
Reposted by Julian Suk
If you are excited about representation learning, point clouds, higher-order complexes, or just curious about geometry/topology, this talk is for you!
👉 youtube.com/watch?v=frjm...
🧵4/5
👉 youtube.com/watch?v=frjm...
🧵4/5
Shapes, Spaces, Simplices, and Structure: Geometry, Topology, and Machine Learning
YouTube video by Bastian Grossenbacher-Rieck
youtube.com
August 7, 2025 at 3:56 PM
If you are excited about representation learning, point clouds, higher-order complexes, or just curious about geometry/topology, this talk is for you!
👉 youtube.com/watch?v=frjm...
🧵4/5
👉 youtube.com/watch?v=frjm...
🧵4/5
I am happy to announce that I have started a postdoc position at @aim-lab.bsky.social and @munichcenterml.bsky.social, Technical University of Munich under the supervision of @danielrueckert.bsky.social. Looking forward to this new chapter 🥨🎓
August 4, 2025 at 1:52 PM
I am happy to announce that I have started a postdoc position at @aim-lab.bsky.social and @munichcenterml.bsky.social, Technical University of Munich under the supervision of @danielrueckert.bsky.social. Looking forward to this new chapter 🥨🎓
Three weeks ago I had the pleasure of mentoring a project at @logml.bsky.social. We looked into cortical surface parcellation from a geometric angle and had a lot of fun! Thanks to my project group (including @mustas.bsky.social and @zhengdiyu.bsky.social) for the trust...
August 4, 2025 at 11:50 AM
Three weeks ago I had the pleasure of mentoring a project at @logml.bsky.social. We looked into cortical surface parcellation from a geometric angle and had a lot of fun! Thanks to my project group (including @mustas.bsky.social and @zhengdiyu.bsky.social) for the trust...
It's already been two months but better late than never: I have successfully defended my PhD 🎉 It's been a roller coaster ride and I enjoyed every minute of it! I am forever grateful for the awesome people I met along the way (you know who you are ✌️).
August 1, 2025 at 1:39 PM
It's already been two months but better late than never: I have successfully defended my PhD 🎉 It's been a roller coaster ride and I enjoyed every minute of it! I am forever grateful for the awesome people I met along the way (you know who you are ✌️).
Reposted by Julian Suk
🚨 New analysis: 257 suspicious X/Twitter accounts identified, spreading among others far-right narratives, anti-migration, anti-vaccine, and climate disinformation in the period before and after the 2025 German federal election.
👉 Report: dtecbw.de/sparta/
#Disinformation #btw25
👉 Report: dtecbw.de/sparta/
#Disinformation #btw25
July 21, 2025 at 4:10 PM
🚨 New analysis: 257 suspicious X/Twitter accounts identified, spreading among others far-right narratives, anti-migration, anti-vaccine, and climate disinformation in the period before and after the 2025 German federal election.
👉 Report: dtecbw.de/sparta/
#Disinformation #btw25
👉 Report: dtecbw.de/sparta/
#Disinformation #btw25
Reposted by Julian Suk
Simple idea to filter out (some) LLM-written papers with non-existent references: check the reference file agains DBLP and desk reject if a certain % of citations doesn't exist.
July 14, 2025 at 7:52 AM
Simple idea to filter out (some) LLM-written papers with non-existent references: check the reference file agains DBLP and desk reject if a certain % of citations doesn't exist.
Reposted by Julian Suk
I have cleaned up the notebooks for my course on Optimal Transport for Machine Learners and added links to the slides and lecture notes. github.com/gpeyre/ot4ml
May 25, 2025 at 9:12 AM
I have cleaned up the notebooks for my course on Optimal Transport for Machine Learners and added links to the slides and lecture notes. github.com/gpeyre/ot4ml
Enschede crowd you don't want to miss this! Join us for two exciting talks by Jolanda Wentzel and @erikjbekkers.bsky.social. As a bonus, you get to see me in "appropriate traditional dress from [my] country of origin".
📅 28 May
📍 UTwente campus
📅 28 May
📍 UTwente campus
May 24, 2025 at 12:23 PM
Enschede crowd you don't want to miss this! Join us for two exciting talks by Jolanda Wentzel and @erikjbekkers.bsky.social. As a bonus, you get to see me in "appropriate traditional dress from [my] country of origin".
📅 28 May
📍 UTwente campus
📅 28 May
📍 UTwente campus
Reposted by Julian Suk
We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71n...
@neurreps.bsky.social
@neurreps.bsky.social
May 23, 2025 at 5:51 PM
We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71n...
@neurreps.bsky.social
@neurreps.bsky.social
Reposted by Julian Suk
ICLR 2025 MLMP best poster award goes to "ViNE-GATr: scaling geometric algebra transformers with virtual nodes embeddings"! Congratulations @sukjulian.bsky.social, Thomas Hehn, @arashbehboodi.bsky.social, Gabriele Cesa!
May 5, 2025 at 2:55 PM
ICLR 2025 MLMP best poster award goes to "ViNE-GATr: scaling geometric algebra transformers with virtual nodes embeddings"! Congratulations @sukjulian.bsky.social, Thomas Hehn, @arashbehboodi.bsky.social, Gabriele Cesa!
Reposted by Julian Suk
Join one of the exciting projects led by: @ffabffrasca.bsky.social, Caterina Graziani, Anthea Monod & Omer Bobrowski, Guadalupe Gonzalez & Chirag Agarwal, @sukjulian.bsky.social, Vijay Prakash Dwivedi, Michael Murray, Yasha Ektefaie, Edward Hirst, Tancredi Schettini Gherardini
March 11, 2025 at 3:25 PM
Join one of the exciting projects led by: @ffabffrasca.bsky.social, Caterina Graziani, Anthea Monod & Omer Bobrowski, Guadalupe Gonzalez & Chirag Agarwal, @sukjulian.bsky.social, Vijay Prakash Dwivedi, Michael Murray, Yasha Ektefaie, Edward Hirst, Tancredi Schettini Gherardini
Reposted by Julian Suk
🤹 Excited to share Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
joint work with @wellingmax.bsky.social and @jwvdm.bsky.social
preprint: arxiv.org/abs/2502.17019
code: github.com/maxxxzdn/erwin
joint work with @wellingmax.bsky.social and @jwvdm.bsky.social
preprint: arxiv.org/abs/2502.17019
code: github.com/maxxxzdn/erwin
March 5, 2025 at 6:04 PM
🤹 Excited to share Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
joint work with @wellingmax.bsky.social and @jwvdm.bsky.social
preprint: arxiv.org/abs/2502.17019
code: github.com/maxxxzdn/erwin
joint work with @wellingmax.bsky.social and @jwvdm.bsky.social
preprint: arxiv.org/abs/2502.17019
code: github.com/maxxxzdn/erwin
Reposted by Julian Suk
🚀 Excited to be part of this project led by Praneeta Konduri! We’re using state-of-the-art generative models to create synthetic vasculature geometries—pushing stroke treatment development forward while cutting down on patient data reliance. Exciting stuff! 😃 rdt.uva.nl/research/res...
Synthetic data to enhance new treatment uptake for acute ischemic stroke - Responsible Digital Transformations
Multiple (pre-)clinical trials are required in the regulatory trajectory to introduce new medical devices in clinical practice. The process is widely acknowledged as sub-optimal, resource-heavy, and t...
rdt.uva.nl
February 26, 2025 at 7:27 AM
🚀 Excited to be part of this project led by Praneeta Konduri! We’re using state-of-the-art generative models to create synthetic vasculature geometries—pushing stroke treatment development forward while cutting down on patient data reliance. Exciting stuff! 😃 rdt.uva.nl/research/res...
Reposted by Julian Suk
Very pleased to officially introduce MELD Graph, a novel AI tool for the detection of subtle focal cortical dysplasia (FCD) lesions in epilepsy patients.
Check out our paper published in JAMA Neurology yesterday! 😀https://jamanetwork.com/journals/jamaneurology/fullarticle/2830410
Check out our paper published in JAMA Neurology yesterday! 😀https://jamanetwork.com/journals/jamaneurology/fullarticle/2830410
Detection of Epileptogenic Focal Cortical Dysplasia Using Graph Neural Networks
This study evaluates the efficacy and interpretability of graph neural networks in automatically detecting focal cortical dysplasia lesions on magnetic resonance imaging scans.
jamanetwork.com
February 25, 2025 at 9:54 AM
Very pleased to officially introduce MELD Graph, a novel AI tool for the detection of subtle focal cortical dysplasia (FCD) lesions in epilepsy patients.
Check out our paper published in JAMA Neurology yesterday! 😀https://jamanetwork.com/journals/jamaneurology/fullarticle/2830410
Check out our paper published in JAMA Neurology yesterday! 😀https://jamanetwork.com/journals/jamaneurology/fullarticle/2830410
Germans (or everyone interested in the upcoming federal election): this website does live monitoring of social media discourse (mostly X, formerly Twitter) by automatically labelling posts as friendly or hostile towards political parties and candidates. Super insightful!
#ProjektSPARTA ist live! 🚀
Ab sofort bietet unser Dashboard zur #btw25 spannende Einblicke in den Wahlkampf auf den sozialen Medien. Verfolgt die wichtigsten Trends und Analysen in Echtzeit!
👉 Jetzt entdecken: dtecbw.de/sparta
#Bundestagswahl2025
Ab sofort bietet unser Dashboard zur #btw25 spannende Einblicke in den Wahlkampf auf den sozialen Medien. Verfolgt die wichtigsten Trends und Analysen in Echtzeit!
👉 Jetzt entdecken: dtecbw.de/sparta
#Bundestagswahl2025
dtecbw.de
January 26, 2025 at 1:54 PM
Germans (or everyone interested in the upcoming federal election): this website does live monitoring of social media discourse (mostly X, formerly Twitter) by automatically labelling posts as friendly or hostile towards political parties and candidates. Super insightful!
Reposted by Julian Suk
Im ARD-MiMa hat @jasminriedl.bsky.social heute spannende Einblicke in unser #ProjektSPARTA gegeben und darüber gesprochen inwiefern der Twitter/X-Algorithmus den Wahlkampf zur #btw25 beeinflussen kann.
🎥 Zum TV-Beitrag: bit.ly/ARD_MiMa
📊 Unsere Analysen: dtecbw.de/sparta/
#Bundestagswahl2025
🎥 Zum TV-Beitrag: bit.ly/ARD_MiMa
📊 Unsere Analysen: dtecbw.de/sparta/
#Bundestagswahl2025
ARD-Mittagsmagazin vom 24. Januar - hier anschauen
+++ Nach Unfall mit Frachtschiff: Neues Schleusentor wird eingebaut +++ Kulinarisches aus aller Welt: 'Texas Barbecue' +++ Milde Winter ohne Schnee: Skigebiete schließen Liftanlagen +++
bit.ly
January 24, 2025 at 3:48 PM
Im ARD-MiMa hat @jasminriedl.bsky.social heute spannende Einblicke in unser #ProjektSPARTA gegeben und darüber gesprochen inwiefern der Twitter/X-Algorithmus den Wahlkampf zur #btw25 beeinflussen kann.
🎥 Zum TV-Beitrag: bit.ly/ARD_MiMa
📊 Unsere Analysen: dtecbw.de/sparta/
#Bundestagswahl2025
🎥 Zum TV-Beitrag: bit.ly/ARD_MiMa
📊 Unsere Analysen: dtecbw.de/sparta/
#Bundestagswahl2025
Reposted by Julian Suk
Need cortical surface extraction which is time efficient while being more anatomically correct than classic pipelines? Try Qiang Ma's pipeline - tuned for neonatal (dHCP) but we are already using it for fetal and works on ya HCP arxiv.org/abs/2405.08783 github.com/m-qiang/dhcp...
The Developing Human Connectome Project: A Fast Deep Learning-based Pipeline for Neonatal Cortical Surface Reconstruction
The Developing Human Connectome Project (dHCP) aims to explore developmental patterns of the human brain during the perinatal period. An automated processing pipeline has been developed to extract hig...
arxiv.org
December 17, 2024 at 9:36 AM
Need cortical surface extraction which is time efficient while being more anatomically correct than classic pipelines? Try Qiang Ma's pipeline - tuned for neonatal (dHCP) but we are already using it for fetal and works on ya HCP arxiv.org/abs/2405.08783 github.com/m-qiang/dhcp...
Reposted by Julian Suk
MCML Director Prof. Daniel Rückert has been awarded the Gottfried Wilhelm Leibniz Prize 2025!
The Prize is endowed with 2.5 million euros by the Deutsche Forschungsgemeinschaft (DFG) - German Research Foundation.
Congratulations!
@danielrueckert.bsky.social
📸 Juli Eberle
The Prize is endowed with 2.5 million euros by the Deutsche Forschungsgemeinschaft (DFG) - German Research Foundation.
Congratulations!
@danielrueckert.bsky.social
📸 Juli Eberle
December 11, 2024 at 3:00 PM
MCML Director Prof. Daniel Rückert has been awarded the Gottfried Wilhelm Leibniz Prize 2025!
The Prize is endowed with 2.5 million euros by the Deutsche Forschungsgemeinschaft (DFG) - German Research Foundation.
Congratulations!
@danielrueckert.bsky.social
📸 Juli Eberle
The Prize is endowed with 2.5 million euros by the Deutsche Forschungsgemeinschaft (DFG) - German Research Foundation.
Congratulations!
@danielrueckert.bsky.social
📸 Juli Eberle
I created a starter pack of accounts to follow for AI in medicine.
go.bsky.app/TPXXbXp
Let me know if you would like to be added or have more suggestions 😊
go.bsky.app/TPXXbXp
Let me know if you would like to be added or have more suggestions 😊
December 7, 2024 at 4:39 PM
I created a starter pack of accounts to follow for AI in medicine.
go.bsky.app/TPXXbXp
Let me know if you would like to be added or have more suggestions 😊
go.bsky.app/TPXXbXp
Let me know if you would like to be added or have more suggestions 😊
I will be in Amsterdam doing an internship at Qualcomm AI Research until end of February. Hit me up if you want to link! 🚲🌷🇳🇱
November 23, 2024 at 6:38 PM
I will be in Amsterdam doing an internship at Qualcomm AI Research until end of February. Hit me up if you want to link! 🚲🌷🇳🇱