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Articles by Ilyes Batatia | Synthical
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Ilyes Batatia
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6
Data-efficient fine-tuning of foundational models for first-principles quality sublimation enthalpies
30 May 2024 by
Harveen Kaur
and
others
at
Mullard Space Science Laboratory
Materials Science
,
Chemical Physics
Benchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces
22 March 2024 by
Wojciech Stark
and
others
Chemical Physics
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
20 March 2024 by
Ivan Grega
and
others
Machine Learning
,
Materials Science
A foundation model for atomistic materials chemistry
1 March 2024 by
Ilyes Batatia
and
others
at
University of Cambridge
Chemical Physics
,
Materials Science
Zero Shot Molecular Generation via Similarity Kernels
13 February 2024 by
Rokas Elijošius
and
others
Chemical Physics
,
Machine Learning
Equivariant Matrix Function Neural Networks
30 January 2024 by
Ilyes Batatia
and
others
at
University of Cambridge
Machine Learning
,
Materials Science
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