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