AI Researcher

Nadav Schneider

I'm a Ph.D candidate in the Department of Electrical & Computer Engineering at Ben-Gurion University of the Negev. Supervised by Dr. Eliya Nachmani.
Publications Contact
Nadav Schneider
Research Interests

Research

My research focuses on modern deep learning architectures and their design principles, with an emphasis on sequence models, transformers and modern SSMs. I am passionate about solving real-world problems, from computer vision and optimization problems for experimental physics to code understanding and automatic parallelization.
Selected Works

Publications

Learning 4D Material-Interface Dynamics From Few X-RAY Projections
N. Schneider, G. Hanoch, G. Oren
AI for Accelerated Materials Design, ICLR, 2026
Differential Mamba
N. Schneider, I. Zimerman, E. Nachmani
AACL, 2025
CLARIPHY: Physics-Informed Image Deblurring with Transformers for Hydrodynamic Instability Analysis
S. Stamler-Grossman*, N. Schneider*, G. Hanoch, G. Oren (* equal contribution)
ML4PS, NeurIPS, 2024
MPIrigen: MPI Code Generation through Domain-Specific Language Models
N. Schneider, N. Hasabnis, VA. Vo, T. Kadosh, N. Krien, M. Capota, G. Tamir, Y. Pinter, G. Oren
AI4Sys, HPDC, 2024
MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks Outstanding Paper Award
T. Kadosh, N. Hasabnis, VA. Vo, N. Schneider, N. Krien, M. Capotă, A. Wasay, N. Ahmed, T. Willke, G. Tamir, Y. Pinter, T. Mattson, G. Oren
HPEC, 2024
Explainable Deep Multi-View Methodology for HEDP Foam Quality Assessment
N. Schneider, M. Tzdaka, G. Strum, G. Lazovski, G. Bar, R. Gvishi, G. Oren
AI for Accelerated Materials Design, 2024
Reactor Optimization Benchmark by Reinforced Learning
D. Schwarcz, N. Schneider, G. Oren, U. Steinitz
EPJ Web of Conferences 302, 2024
MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers
N. Schneider, T. Kadosh, N. Hasabnis, T. Mattson, Y. Pinter, G. Oren
AI4Dev, SC, 2023
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers
T. Kadosh, N. Schneider, N. Hasabnis, T. Mattson, Y. Pinter, G. Oren
International Workshop on OpenMP, 2023
Hate Speech Targets Detection in Parler using BERT
N. Schneider, S. Shouei, S. Ghantous, E. Feldman
preprint, 2023
Determining HEDP Foams' Quality with Multi-View Deep Learning Classification
N. Schneider, M. Rusanovsky, R. Gvishi, G. Oren
AI4S, SC, 2022
Recognition

Awards & Honors

🏆
Outstanding Paper Award — MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks, HPEC 2024
🎓
Intel OneAPI Excellence Student Ambassador, 2023
In the Spotlight

Media

Diff-Mamba Post by Tri Dao
Academia

Teaching

Shared Memory Parallelism: CPUs, GPUs and In-Between — TA, 2023
Tel Aviv University
Get in Touch

Contact

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