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researcher

Ashwin M. Aji

7 papers hereh-index 468 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cond-mat.mtrl-sci1
  • cs.AI1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedScalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN

11 citations · 24 across the 6 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024★ 11 cited

Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN

Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta +8

We present our work on developing and training scalable, trustworthy, and energy-efficient predictive graph foundation models (GFMs) using HydraGNN, a multi-headed graph convolutio…

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