Lattice AI Research

Research focus

Scientific Discovery & Drug Design (1)Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

Frequent co-authors

Nika Mansouri Ghiasi (1)Konstantina Koliogeorgi (1)Furkan Eris (1)Jisung Park (1)

Papers (2)

Jun 25, 2026

ETHJun 25, 2026·also AMD Research and Advanced Development, JHU, KAIST, POSTECH

GRAINS: Storage-Aware Algorithm-Architecture Co-Design Enabling High-Performance and Low-Cost Graph-Based Genome Analysis

GRAINS achieves up to 47.8x speedup in genome graph analysis by processing data directly within storage, revolutionizing efficiency in genomic research.

Nika Mansouri Ghiasi, Rakesh Nadig, Konstantina Koliogeorgi +2

Scientific Discovery & Drug Design

Mar 15, 2026

Rakesh NadigMar 15, 2026

Machine Learning-Driven Intelligent Memory System Design: From On-Chip Caches to Storage

ML-powered memory management policies can significantly outperform human-designed heuristics, unlocking performance and efficiency gains previously unattainable in memory subsystems.

Rakesh Nadig

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware Training Efficiency & Optimization

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Rakesh Nadig

Research focus

Frequent co-authors

Papers (2)