Corollary

Research

  • Papers

Library

  • Catalog

Account

  • Jobs
  • Billing
SettingsResearch demo · not for clinical or commercial use
Corollary
  1. Catalog
  2. Chemistry & ADMET
  3. AIMNet2-NSE

Chemistry & ADMET · isayevlab

AIMNet2-NSE

AIMNet2 specialised for open-shell chemistry (radicals, transition states) — neural network interatomic potential for non-singlet electronic states.

Verify the licence before commercial useThe See model card licence carries terms worth reading before you depend on it.See model card
Availability
On demand
Typical latency
12s
Credits per run
~28
Compute tier
S · Micro

< 1s

Runs on On-demand GPU

Runs on our servers with on-demand compute. A first run needs time to load the model; active capacity can be reused and scales down when idle.

Run this model

AIMNet2-NSE

We generate and relax a 3D conformer before the model sees it.

Needs molecule (smiles)

About this model

AIMNet2 specialised for open-shell chemistry (radicals, transition states) — neural network interatomic potential for non-singlet electronic states. Served through the generic Modal runner, which pulls isayevlab/aimnet2-nse from the Hugging Face Hub and runs it as a other pipeline. Inputs and outputs were derived from the repository's declared pipeline tag rather than written by hand — check the model card before relying on a result.

Standardized I/O contract

Every model in the Hub speaks the same contract, which is what lets the Router and the agent call any of them without special-casing.

Inputs

  • smilessmiles · required

    Molecule (SMILES)

Outputs

  • propertiestable

    Energy, maximum force and per-atom partial charges.

Specification

Hardware
CPU only
GPU memory
16 GB
Version
hub
Licence
See model card
Backend
On demandOn-demand GPU
MCP server
mcp-molecule-server

Tasks

property prediction

Source

  • Model card
  • Repository
chemistryphysicsother