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@mdsunivie

Mathematics of Data Science / University of Vienna

Pinned

  1. deeperwin deeperwin Public

    DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing w…

    Python 44 6

  2. deep_kolmogorov deep_kolmogorov Public

    Forked from juliusberner/deep_kolmogorov

    Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning

    Python 6

  3. theory2practice theory2practice Public

    Forked from juliusberner/theory2practice

    Training ReLU networks to high uniform accuracy is intractable

    Python 1

  4. HARNet HARNet Public

    TensorFlow implementation of the HARNet model for realized volatility forecasting.

    Python 23 3

  5. EffDI EffDI Public

    Python package to compute the effective dispersion index (EffDI).

    Python

Repositories

Showing 6 of 6 repositories
  • deeperwin Public

    DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

    Python 44 6 0 1 Updated May 14, 2024
  • HARNet Public

    TensorFlow implementation of the HARNet model for realized volatility forecasting.

    Python 23 MIT 3 0 0 Updated Jul 16, 2023
  • theory2practice Public Forked from juliusberner/theory2practice

    Training ReLU networks to high uniform accuracy is intractable

    Python 1 MIT 1 0 0 Updated Nov 14, 2022
  • deep_kolmogorov Public Forked from juliusberner/deep_kolmogorov

    Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning

    Python 6 MIT 9 0 0 Updated Nov 14, 2022
  • robust_kolmogorov Public Forked from juliusberner/robust_kolmogorov

    Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)

    Python 0 MIT 1 0 0 Updated Aug 10, 2022
  • EffDI Public

    Python package to compute the effective dispersion index (EffDI).

    Python 0 GPL-3.0 0 0 0 Updated May 29, 2022

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