Hiroki Fujiwara
AI & ML interests
Recent Activity
Organizations
Material Universe Explorer
Explore material properties and data in an interactive dashboard
Crystal-Embedder-Quad
Generate physics embeddings for crystal structures
Crystal-Embedder-Orb
Generate Orb-v3 embeddings for crystal structures
Crystal Embedder
Generate crystal structure embeddings from CIF files
MatGL Phonon DOS Calculator
Calculate phonon density of states from crystal structures
MatGL QET
Predict material properties from crystal structure data
MatGL TensorNet-PyG r2SCAN
Predict material properties from crystal structure data
Matgl Tensornet Pyg Pbe
Matgl Tensornet Pyg Ani
MatGL SO3Net
Predict energy, forces, and stress from crystal structures
MatGL TensorNet-DGL r2SCAN
Predict energy, forces, and stress from crystal structure data
MatGL TensorNet-DGL PBE
Predict material properties from crystal structure data
MatGL CHGNet MatPES-r2SCAN
Calculate material properties from crystal structure data
Matgl Chgnet Matpes Pbe
MatGL CHGNet 11M
Predict material properties from crystal structure data
MatGL CHGNet 2.7M
Predict material properties from crystal structure data
Matgl M3gnet Nabh
Matgl M3gnet Ani
Matgl M3gnet Matpes R2scan
MatGL M3GNet MatPES-PBE
Predict material properties from crystal structure data
Matgl M3gnet Pes Direct
MatGL M3GNet PES
Predict energy, forces, and stress from crystal structures