Physics Applications Researcher

Role Overview

• Production and delivering value to our customers.
• Leverage the Vinci framework to work on a variety of novel applications.
• Experiment with temporal propagation schemas.
• Use pre-existing data generation infrastructure.
• Take modest iterative steps to prove new utility.
• Work with Physicists, AI researchers, Software Engineers and Computational Geometry experts.
• Carry early prototypes through iteration and hardening to customer use.

Requirements

• Have published work leveraging or building a simulation practice.
• MS/MSc with 4+ years experience or
• PhD with 2+ years experience
• 2+ years using or building physics simulators
• FEM, FEA, Molecular Dynamics, FDTD
• Applied machine learning approaches
• Computer Vision, GraphNN, Transformer Architectures
• Working knowledge of modern ML basics
• back prop, loss functions, generators, embeddings, transformer models
• Experience with some modern ML practices
• PyTorch, Numpy, Cuda
• Training & Evaluation practices
• Have contributed to a production data processing system.

Tech Stack

• Numpy
• PyTorch

Benefits

• Offers Equity