Ivan Dokmanić (Preferred)
Ivan Dokmanic
Ivan Dokmanić
Associate Professor, Department of Mathematics and Computer Science, University of Basel
Joined
July 2019
Names
,
Emails
****@illinois.edu (Confirmed)
****@unibas.ch (Confirmed)
Personal Links
Career & Education History
Associate Professor
Department of Mathematics and Computer Science, University of Basel (unibas.ch)
2020 – Present
Assistant Professor
University of Illinois, Urbana Champaign (illinois.edu)
2016 – 2020
Advisors, Relations & Conflicts
Expertise
AI for earthquake science
, foundation models
2024 – Present
AI4Science
, scientific machine learning
, neural PDE solvers
, ML for physics
, neural operators
2023 – Present
graph neural networks
, machine learning on graphs
, relational inference
2022 – Present
statistical mechanics of learning
, training dynamics
, feature learning
2022 – Present
inductive bias
, convolutional neural networks
2020 – Present
deep learning
, machine learning for physics
, machine learning for inverse problems
, machine learning for imaging
2017 – Present
signal processing
, inverse problems
2010 – Present
Publications
Co-Authors
- Afonso S. Bandeira
- Alexandra Spitzer
- Ali Aghababaei Harandi
- AmirEhsan Khorashadizadeh
- Anadi Chaman
- Anastasis Kratsios
- Antoine Deleforge
- Antoine Maillard
- Aurelien Lucchi
- Aurélien Lucchi
- Behnoosh Zamanlooy
- Benjamín Béjar Haro
- Cheng Shi
- Chong Liu
- Chris Marone
- Dalia El Badawy
- David Belius
- Davor Petrinovic
- Diego Di Carlo
- Eric Bezzam
- Florian Faucher
- Gilles Baechler
- Hanjie Pan
- Hieu Nguyen
- Hong Hu