benmoseley

Physics + AI researcher at ETH Zurich AI Center

ETH AI CenterZurich

Pinned Repositories

AISE-2024
ETH Zürich AI in the Sciences and Engineering Master's course 2024
Language:Jupyter Notebook120
bayesian-time-difference-of-arrival-positioning
Bayesian time-difference-of-arrival positioning using pymc3
Language:Jupyter Notebook114
DLSC-2023
ETH Zürich Deep Learning in Scientific Computing Master's course 2023
Language:Jupyter Notebook84 1 018
FBPINNs
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Language:Python250 12 1457
harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
Language:Jupyter Notebook505 16 6143
harmonic-oscillator-pinn-workshop
Introductory workshop on PINNs using the harmonic oscillator
Language:Jupyter Notebook61 1 026
intro-to-jax-workshop
Introduction to JAX Workshop @ ETH Zurich, 25 June 2024
Language:Jupyter Notebook50
jax-intro
Introduction to jax
Language:Jupyter Notebook6 1 02
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 Notebook42 4 220
seismic-simulation-wavenet
Fast approximate simulation of seismic waves using WaveNet
Language:Jupyter Notebook44 4 013

benmoseley's Repositories

benmoseley/harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
Language:Jupyter Notebook505 16 6143
benmoseley/FBPINNs
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Language:Python250 12 1457
benmoseley/DLSC-2023
ETH Zürich Deep Learning in Scientific Computing Master's course 2023
Language:Jupyter Notebook84 1 018
benmoseley/harmonic-oscillator-pinn-workshop
Introductory workshop on PINNs using the harmonic oscillator
Language:Jupyter Notebook61 1 026
benmoseley/seismic-simulation-wavenet
Fast approximate simulation of seismic waves using WaveNet
Language:Jupyter Notebook44 4 013
benmoseley/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 Notebook42 4 220
benmoseley/AISE-2024
ETH Zürich AI in the Sciences and Engineering Master's course 2024
Language:Jupyter Notebook120
benmoseley/bayesian-time-difference-of-arrival-positioning
Bayesian time-difference-of-arrival positioning using pymc3
Language:Jupyter Notebook114
benmoseley/jax-intro
Introduction to jax
Language:Jupyter Notebook6 1 02
benmoseley/simple-variational-quantum-eigensolver
A simple variational quantum eigensolver implemented using ProjectQ and Bayesian optimisation
Language:Python20
benmoseley/benmoseley
About me
10
benmoseley/simple-wavenet
Simple WaveNet script using tensorflow and python
Language:Python11
benmoseley/C-toolbox
A collection of tools in C
Language:C0 0 00
benmoseley/planetaryimage
Python PDS and Isis Cube file parser.

benmoseley

Pinned Repositories

AISE-2024

bayesian-time-difference-of-arrival-positioning

DLSC-2023

FBPINNs

harmonic-oscillator-pinn

harmonic-oscillator-pinn-workshop

intro-to-jax-workshop

jax-intro

seismic-simulation-complex-media

seismic-simulation-wavenet

benmoseley's Repositories

benmoseley/harmonic-oscillator-pinn

benmoseley/FBPINNs

benmoseley/DLSC-2023

benmoseley/harmonic-oscillator-pinn-workshop

benmoseley/seismic-simulation-wavenet

benmoseley/seismic-simulation-complex-media

benmoseley/AISE-2024

benmoseley/bayesian-time-difference-of-arrival-positioning

benmoseley/jax-intro

benmoseley/simple-variational-quantum-eigensolver

benmoseley/benmoseley

benmoseley/simple-wavenet

benmoseley/C-toolbox

benmoseley/planetaryimage