Interdisciplinary Physics Team (InPhyT)
InPhyT is a student research group founded at the Department of Physics of the University of Turin specialising in the applied mathematical, statistical and computational modelling of complex systems.
We strongly believe in interdisciplinary approaches to tackling interesting challenges and pressing problems both in academic and industrial R&D.
We designed infectious disease epidemiological data management computational infrastructures in collaboration with regional and national public health institutions in Italy and we are active maintainers and contributors of software packages and organisations within the Julia Programming Language ecosystem with a focus on the development of dynamical modelling frameworks.
- ICD_GEMs.jl: A Julia Package to Translate Between ICD-9 and ICD-10 Codes;
- Italian COVID-19 integrated surveillance dataset disaggregated by region, age and sex;
- Piedmont COVID-19 Data Modelling & Management.
- User Gender Classification on Reddit applying NLP;
- BERT Sentiment Classification on the IMDb Large Movie Review Dataset;
- Dataset Analysis and CNN Models Optimization for Plant Disease Classification.
- When: 2023/05/23 - 2023/05/26
- Where: The Fields Institute, Toronto, Canada
- Who: Pietro Monticone and Claudio Moroni
- What: "Multilayer Network Science in Julia with MultilayerGraphs.jl" (Website, Slides, Video)
- When: 2023/07/25 - 2023/07/29
- Where: Massachusetts Institute of Technology, Cambridge, MA, USA
- Who: Pietro Monticone and Claudio Moroni
- What: "MultilayerGraphs.jl: Multilayer Network Science in Julia" (Website, Short Presentation, Long Presentation, Video)
| Name | GitHub | Julia Discourse | Julia Forem | ||
|---|---|---|---|---|---|
| Pietro Monticone | pietro.monticone | @pitmonticone | @PietroMonticone | @PietroMonticone | @pitmonticone |
| Claudio Moroni | claudio.moroni | @ClaudMor | @Claudio__Moroni | @claudio20497 | @claudio_moroni |
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Repositories
- COVID19-Italy-Integrated-Surveillance-Data Public
COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.
- Quantitative_Single_Neuron_Modeling_Competition_2009 Public
Data for the Quantitative Single-Neuron Modeling Competition (2009).
- Quantitative_Single_Neuron_Modeling_Competition_2007 Public
Data for the Quantitative Single-Neuron Modeling Competition (2007).
- Algorithmic_Bias_in_Echo_Chamber_Formation Public
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
- MultilayerGraphs.jl Public Forked from JuliaGraphs/MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
- Graphs.jl Public Forked from JuliaGraphs/Graphs.jl
An optimized graphs package for the Julia programming language
- UnrollingAverages.jl Public
A Julia package to deconvolve ("unroll") moving averages of time series to get the original ones back.
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