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Antonino Tumeo

Senior Research Scientist

Pacific Northwest National Laboratory

United States

Research Interests

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Articles (14)

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2026

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2023

Collaborators (4)

Fabrizio Ferrandi

Associate professor

Politecnico di Milano

ITALY

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Connah Johnson

Computational Scientist

Pacific Northwest National Laboratory

UNITED STATES

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Vidya Chhabria

Assistant Professor

Arizona State University

UNITED STATES

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Jeff Zhang

Harvard University

UNITED STATES

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Antonino Tumeo

Research Interests

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Articles (14)

CRN2DB: Chemical Reaction Networks to Database Matching via Dynamic Programming in ChemComp

End-to-end codesign in AI-enabled computational science (ENCODE)

LLM-Driven Optimization for High-Level Synthesis

Towards Scheduling of Pipelined Dataflow Graphs in MLIR

A Synthesis Methodology for Intelligent Memory Interfaces in Accelerator Systems

Pre-Scheduling of Affine Loops for HLS Pipelining

ML4SODA: A Decision Tree Guided Design Space Exploration for Fast and High Quality MLIR-based HLS

The U.S. Microelectronics Research Programs and Where They Lower Barriers to Co-Design. Invited Paper

ChemComp: A Compilation Framework for Computing with Chemical Reaction Networks

SPARTA: High-Level Synthesis of Parallel Multi-Threaded Accelerators

To Cache or not to Cache? Exploring the Design Space of Tunable, HLS-generated Accelerators

Analyzing inference workloads for spatiotemporal modeling

FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems

High-Level Synthesis of Irregular Applications

Collaborators (4)

Fabrizio Ferrandi

Connah Johnson

Vidya Chhabria

Jeff Zhang

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