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lauritsf/README.md

Laurits Fredsgaard Larsen

I develop, train, and evaluate machine-learning models for molecular and biological research. My work includes molecular representation learning, uncertainty quantification, and distributed training with PyTorch and JAX.

I am a postdoctoral researcher at DTU Compute through the end of 2026. My PhD thesis, Uncertainty and Evaluation in Molecular Machine Learning, is submitted, and I am awaiting my defense.

I hold degrees in Machine Learning & Data Science and Molecular Biomedicine. My experience includes experimental work on vaccine antigens and scientific software development at LEO Pharma.

I am interested in ML scientist and research engineer roles in Copenhagen.

Work and publications · LinkedIn · Email

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  1. torch-distributed-ensemble torch-distributed-ensemble Public

    Python

  2. ensemble-optimality-gap ensemble-optimality-gap Public

    Official code for the TMLR 2025 paper: "On Joint Regularization and Calibration in Deep Ensembles"

    Python 1

  3. linearization-uncertainty linearization-uncertainty Public

    Python 1

  4. lumi-jax lumi-jax Public

    JAX with GPU support on LUMI (AMD MI250X), inside the LAIF lumi-multitorch container

    Shell