Python

Spike detection and automated fitting

Automated pipeline of scipy find_spikes and curve_fit

Spike detection and automated fitting

Generating realistic density matter fields using AI

Use of DDPM neural network to generate density fields.

Generating realistic density matter fields using AI

Optimisation of von karman street for energy harvesting

Use of finite elements methods for simulating flows.

Optimisation of von karman street for energy harvesting

Provide timeseries prediction for multiple stocks

Use of LTSM neural network to predict stocks evolution.

Provide timeseries prediction for multiple stocks

Space and time forecasting for meteorological data

Use of LTSM for weather forecasting.

Space and time forecasting for meteorological data

Spikesorting Algorithm and Classification of Purkinje cells

Use of Machine Learning approach to cluster multiple SpikeSorting Analysis

Spikesorting Algorithm and Classification of Purkinje cells

Study of Nitrogen Vacancy center in diamond

Use of optical and numerical method to determine multiple characteristics of NV-centers

Study of Nitrogen Vacancy center in diamond

Study of Poincaré Waves

Chebyshev method to study equatorial propagating poincaré waves