Artificial Intelligence, Deep Learning and protein functional annotation: the state-of-the-art

25th Bologna Winter School - 2024

dal 8 al 22 febbraio 2024 si è tenuta la 25sima Bologna Winter School “Artificial Intelligence, Deep Learning and protein functional annotation: the state-of-the-art”, organizzata dai professori Pierluigi Martelli e Rita Casadio assieme al Gruppo Biocomputing.

 http://www.biocomp.unibo.it/~school2024/

PROGRAMMA

Thursday, February 8

15:00-17:00 Burkhard Rost
Artificial Intelligence deciphers the code of life written in proteins?

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Monday, February 12
15:00-17:00 Arne Elofsson
Towards a complete picture of the human proteome

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Tuesday, February 13 
15:00-17:00 Cedric Notredame
Scaling data up and down with Nextflow

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Wednesday, February 14

15:00-17:00 David Jones
Evaluating AlphaFold2 for modelling multidomain proteins

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Friday, February 16

11:00-13:00 Christine Orengo
AI brings structural insights on protein fold and function evolution

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Tuesday, February 20
15:00-17:00 Graziano Pesole
ELIXIR: the European Research Infrastructure for Bioinformatics and Genomics

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Thursday, February 22

10:00-12:00 Hong Bin Shen
Protein data modeling with deep learning approaches

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2023 - 24sima edizione

Bioinformatics and Deep learning for biodata analysis

24th Bologna Winter School - 2023

dal 14 al 27 febbraio 2023 si è tenuta la 24sima Bologna Winter School “Bioinformatics and Deep learning for biodata analysis”, organizzata dai professori Pierluigi Martelli e Rita Casadio assieme al Gruppo Biocomputing.

 http://www.biocomp.unibo.it/~school2023/

PROGRAMMA

Tuesday, February 14 
15:00-17:00 David Jones (Crick Institute and University College London)
Machine learning and protein structure

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Wednesday, February 15 
15:00-17:00 Arne Elofsson (Stockholm University)
Using AlphaFold to model large complexes 

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Thursday, February 16 
15:00-17:00 Arthur Lesk (PennState University)
Applications of Machine Learning to analysis and prediction of proteins

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Tuesday, February 21 
15:00-17:00 Christine Orengo (University College London)
AlphaFold2 brings structural insights on fold and function evolution

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Wednesday, February 22 
15:00-17:00 Pierre Baldi (University of California at Irvine)
Deep Learning in Science

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Thursday, February 23 
10:00-12:00 Hong-Bin Shen (Jiao Tong University at Shanghai)
Protein data modeling with deep learning approaches

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Monday, February 27 
15:00-17:00 Burkhard Rost (Technical University of Munich)
Decoding the language of life through protein language models

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2022 - 23sima edizione

Programma:

Structural Bioinformatics in the era of AlphaFold2
February 9-24, 2022
On Line Event

Wednesday, February 9 
11:00-13:00 Roderic Guigò (Center for Genomic Regulation, Barcelona)
Computational challenges in large scale genome projects

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Wednesday, February 9 
15:00-17:00 Cedric Notredame (Center for Genomic Regulation, Barcelona)
Accurate and large-scale protein multiple sequence alignments in the post-sequence era 

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Tuesday, February 15 
15:00-17:00 David Jones (University College, London)
New machine learning approaches to predicting protein structure

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Wednesday, February 16 
11:00-13:00 Montserrat Corominas (University of Barcelona)
Applications of genomics and functional genomics in the XXI century 

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Thursday, February 17 
15:00-17:00 Burkhard Rost (Technical University of Munich)
Artificial Intelligence captures language of life written in protein

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Friday, February 18 
11:00-13:00 Arne Elofsson (Stockholm University)
Predictions of protein-protein interactions using AlphaFold 

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Monday, February 21 

11:00-13:00 Silvio Tosatto (University of Padua)
Intrinsic protein disorder, conditional folding and AlphaFold2

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Tuesday, February 22 
11:00-13:00 Christine Orengo (University College, London)
AlphaFold2 brings structural insights on fold and function evolution

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Wednesday, February 23
11:00-13:00 Alfonso Valencia (Barcelona Supercomputing Center)
Large and small data sets in the analysis of rare diseases

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Thursday, February 24
11:00-13:00 Graziano Pesole (University of Bari)
Comparative and evloutionary genomics of SARS-Cov2

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2021 - 22sima edizione