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Computational Materials Scientist (Xora Portfolio Company) Closed

xora-innovation · Singapore · Not Specified

Posted 16 Oct 2025
Closed

Quick Summary

  • Apply MLIPs to predict properties of materials.
  • Run atomistic simulations using DFT codes and MD packages.
  • Implement graph neural networks to generate and optimize electrolyte candidates.

Job Insights

Time open
17 days
🔄
Times reposted
0 times

Full Description

We are seeking a Computational Materials Scientist with expertise in either battery materials (solid/liquid electrolytes) or semi-conductors or catalysis. Elemynt is a computational materials research platform provider that works at the intersection of AI/ML, physics, and data-driven materials design. At Elemynt, the candidate is expected to be hands-on combining state-of-the-art ML interatomic potentials (MLIPs) with atomistic simulations to accelerate materials discovery.

Responsibilities

  • Apply MLIPs (MACE, M3GNet, NequIP, GAP) to predict properties of materials
  • Run atomistic simulations using DFT codes (VASP, Quantum ESPRESSO, CASTEP, etc.) and MD packages (LAMMPS, GROMACS, etc.)
  • Implement graph neural networks and diffusion models to generate and optimize electrolyte candidates
  • Perform synthesis prediction and precursor selection, linking atomistic modeling to experimental feasibility
  • Curate and query large-scale materials and reaction databases for training and validation
  • Collaborate with experimental teams to validate predictions and feed results back into automated workflows

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