Benedikt Alkin

Researcher, Emmi AI GmbH
Joined
March 2022

Names

Benedikt Alkin (Preferred)

Emails

****@ml.jku.at (Confirmed)
****@nx-ai.com (Confirmed)
****@emmi.ai (Confirmed)

Personal Links

Career & Education History

Researcher
Emmi AI GmbH (emmi.ai)
2025Present
Researcher
NXAI GmbH (nx-ai.com)
20242025
PhD student
Institute for Machine Learning, Johannes Kepler Universität Linz (jku.at)
20212025
MS student
Johannes Kepler Universität Linz (jku.at)
20192021
Undergrad student
Johannes Kepler Universität Linz (jku.at)
20172019

Advisors, Relations & Conflicts

Coauthor
2024Present
Coauthor
2022Present
PhD Advisor
2021Present
PhD Advisor
2021Present
PhD Advisor
2021Present

Expertise

neural operator learning
pde modeling
neural operator architectures
neural physics surrogates
large-scale neural operators
2023Present
computer vision
deep learning architecture
supervised learning
ImageNet
image processing
vision transformer
vision mamba
vision retention
vision rwkv
vision lstm
sequence modeling
2022Present
computer vision
self-supervised learning
supervised learning
ImageNet
image processing
image classification
masked image modeling
instance discrimination
self distillation
contrastive learning
2021Present

Publications

View all 20 publications

Co-Authors