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researcher

J. Thiyagalingam

24 papers hereh-index 11893 citations59 works total

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

author position
  • first author1
  • middle author13
  • last author9

Across the 23 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • astro-ph.IM3
  • cond-mat.mtrl-sci3
  • astro-ph.CO2
  • cs.CV2
  • cs.DC2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedUnified Graph Neural Network Force-field for the Periodic Table

120 citations · 223 across the 24 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

physics.ins-det2025★ 1 cited

Autonomous battery research: Principles of heuristic operando experimentation

Emily Lu, Gabriel Perez, Peter Baker +21

Unravelling the complex processes governing battery degradation is critical to the energy transition, yet the efficacy of operando characterisation is severely constrained by a lac…

cs.AI2025

AI Benchmark Democratization and Carpentry

Gregor von Laszewski, Wesley Brewer, Jeyan Thiyagalingam +28

Benchmarks are a cornerstone of modern machine learning, enabling reproducibility, comparison, and scientific progress. However, AI benchmarks are increasingly complex, requiring d…

astro-ph.IM2025

Emulating CO Line Radiative Transfer with Deep Learning

Shiqi Su, Frederik De Ceuster, Jaehoon Cha +5

Modelling carbon monoxide (CO) line radiation is computationally expensive for traditional numerical solvers, especially when applied to complex, three-dimensional stellar atmosphe…

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