benmoseley

Ben Moseley's repositories

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

Language:Jupyter NotebookMIT523 16 6

FBPINNs

Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

Language:PythonMIT286 12 21

DLSC-2023

ETH Zürich Deep Learning in Scientific Computing Master's course 2023

Language:Jupyter NotebookMIT98 10

harmonic-oscillator-pinn-workshop

Introductory workshop on PINNs using the harmonic oscillator

Language:Jupyter NotebookMIT78 10

seismic-simulation-wavenet

Fast approximate simulation of seismic waves using WaveNet

Language:Jupyter NotebookMIT46 40

seismic-simulation-complex-media

This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et al, 2020, Solid Earth)

Language:Jupyter NotebookMIT43 4 2

AISE-2024

ETH Zürich AI in the Sciences and Engineering Master's course 2024

Language:Jupyter NotebookMIT17 60

intro-to-jax-workshop

Introduction to JAX Workshop @ ETH Zurich, 25 June 2024

Language:Jupyter NotebookMIT17 20

bayesian-time-difference-of-arrival-positioning

Bayesian time-difference-of-arrival positioning using pymc3

Language:Jupyter NotebookMIT1100

jax-intro

Introduction to jax

Language:Jupyter NotebookMIT6 10

simple-variational-quantum-eigensolver

A simple variational quantum eigensolver implemented using ProjectQ and Bayesian optimisation

Language:PythonMIT200

benmoseley

About me

1 10

simple-wavenet

Simple WaveNet script using tensorflow and python

Language:PythonMIT100

C-toolbox

A collection of tools in C

Language:CMIT000

planetaryimage

Python PDS and Isis Cube file parser.

Language:PythonBSD-3-Clause000