Claudio Angione

Keynote talks

"Deep learning approaches to predict the cell metabolic phenotype"
IEEE 10th Joint Symposium on Computational Intelligence (JSCI10), IEEE-CIS Thailand, May 2021

"Exploiting machine/deep learning and in silico mechanistic modelling in biotechnology"
Data-Driven Decision Making for Bioprocessing, Fujifilm Diosynth Biotechnologies, UK, September 2019

Invited panel discussions

"Careers in Computer Science"
Yarm School, November 2019

"Artificial Intelligence and Machine Learning"
Event organised by Hambleton District Council, 25th May 2018

"The Big Data Opportunity: Unlocking the Value"
Event organised by NEPIC, Digital City, and the Digital Catapult Centre, 7th February 2018

Invited talks

"Artificial Intelligence approaches in neurology"
8th Congress of the European Academy of Neurology - Europe 2022, Vienna, June 2022

Demystifying Maths and Stats for Bioscientists - A Short Course Supported by BBSRC, National Horizons Centre, UK, November 2021

"Predicting optimal engineering strategies through metabolic modelling and machine learning"
Engineering Biology for High Value Biorenewables, University of York, UK, May 2021

"Machine learning and mathematical modelling approaches to predict host cellular response induced by SARS-CoV-2"
ASEAN workshop: The role of AI in combating the COVID-19 pandemic, April 2021

"Building mechanism-aware machine learning pipelines to predict and characterize cell behaviour"
Swansea University, UK, October 2020

"Building mechanism-aware machine learning pipelines to predict and characterize cell behaviour"
University of Hull, UK, September 2020

"Combining metabolic modelling and machine learning for mechanism-aware predictions of cell behaviour"
Department of Biology, University of York, UK, November 2019

"Machine learning (outreach)"
AI and Blockchain Event
Teesside University, UK, November 2019

"Integrating transcriptomic data with metabolic modelling and machine learning for mechanistic insights into cell behaviour"
EU CardioRNA COST Action meeting, Istanbul, Turkey, October 2019

"Poly-omics modelling, optimization and machine learning of metabolism"
CyanoNet 2018, University of Glasgow, UK, September 2018

"Integrating machine learning and metabolic modelling for biomedicine and biotechnology"
Demystifying Maths and Stats for Bioscientists - A Short Course Supported by BBSRC, Newcastle University, UK, May 2018

"Machine-learning driven analysis and optimisation of metabolic networks"
CBMNet Event: Factories for advanced biomanufacturing, University of Sheffield, UK, December 2017

"Integrating transcriptomic and codon usage data for better therapeutic target characterisation of Clostridium difficile"
MIMOmics Summer School 2017, University of Cambridge, UK, August 2017

"Identifying disease biomarkers through poly-omic genome-scale modelling of cell metabolism"
King's College London, UK, February 2017

"Linear systems for metabolic models"
ECMTB 2016 - European Conference on Mathematical and Theoretical Biology, Nottingham, UK, July 11-15, 2016

"Identifying biomarkers in bacterial and cancer cells via condition- and patient-specific metabolic modelling"
The UK's National Biologics Manufacturing Centre, Darlington, UK, March 17, 2016

"Multi-omic genome-scale models: combining metabolism, gene expression and codon bias"
Training school on "Bioinformatics approaches to adaptations, genome evolution and biological associations", University of Cambridge, UK, March 23-27, 2015

"Programmable biocomputers: optimizing living cells to perform computation"
Department of Mathematics and Computer Science, University of Catania, Italy, January 9, 2015

"Integration of multiple 'omic layers in genome-scale metabolic reconstructions"
CNR-IAC, Italy, May 9, 2014

"Designing and optimising reaction fluxes and gene expression data in biological models"
Vienna University of Technology, Austria, December 2, 2013

Public lectures

"Multi-objective optimisation algorithms to predict gene expression in biological models"
University of Cambridge, UK, May 15, 2014


"Metabolic network analysis (theory and demo)"
CIBB 2014, Computational Intelligence methods for Bioinformatics and Biostatistics, University of Cambridge, UK, June 25-28, 2014 [photo]

"Cell Pathway Design for Biotechnology and Synthetic Biology"
ECAL 2013, 12th European Conference on Artificial Life, Taormina, Italy, September 2-6, 2013

Contributed talks

"Machine and deep learning meet genome-scale metabolic modelling for multi-omic predictions"
Final CBMNet event - University of Sheffield, UK, May 2019

"Combining machine learning and multi-omics modelling of metabolism"
NorthernBUG meeting, Newcastle University, UK, January 2019

"Machine learning and systems biology"
FUJIFILM Diosynth Biotechnologies, Open Innovation Event, Wilton Centre, UK, November 2018.

"Phenomics validation of the Escherichia coli underground metabolic reconstruction"
NETTAB 2015 - 15th International Workshop on Network Tools and Applications in Biology, Bari, Italy, October 14-16, 2015

"Measuring adaptation to extreme environments with a multi-omic approach"
CIBB 2015 - Computational Intelligence methods for Bioinformatics and Biostatistics, Naples, Italy, September 10-12, 2015

"Bayesian Design for Whole Cell Synthetic Biology Models"
HSB 2014 - Third International Workshop on Hybrid Systems Biology, Vienna, Austria, July 23-24, 2014

"A hybrid of multi-omics FBA and Bayesian factor modeling to identify pathway crosstalks"
IWBDA 2014 - 6th International Workshop on Bio-Design Automation at Boston University, Boston, MA, June 11-12, 2014

"Identifiability Analysis to Characterize Mitochondrial Diseases"
IWBDA 2013 - 5th International Workshop on Bio-Design Automation at Imperial College, London, UK, July 12-13, 2013

"Multi-objective Optimisation of Synthetic Bacteria"
Lunchtime seminars, King's College, Cambridge, UK, May 24, 2013

"Rational Design of Organelle Compartments in Cells"
NETTAB 2012 - Twelth International Workshop on Network Tools and Applications in Biology - Workshop focused on Integrated Bio-Search, Como, Italy, November 14-16, 2012

"Optimization, Sensitivity and Robustness Analysis in FBA modeling"
CMSB 2012 - The 10th Conference on Computational Methods in Systems Biology. The Royal Society, London, UK. October 3-5, 2012 [photo]

"Organelles as a New Frontier in Computational Medicine"
Icaris 2012: The 11-th International Conference on Artificial Immune Systems. Taormina, Italy. August 28-31, 2012

"Bacteria as Unconventional Computing Architectures"
CiE 2012: Turing Centenary Conference. University of Cambridge, UK. June 18-23, 2012


C. Angione, G. Carapezza, J. Costanza, P. Lió, and G. Nicosia, "Pareto Front and Identifiability Analysis to Characterize Mitochondrial Diseases", Mitochondrial Disease: Translating biology into new treatments - Wellcome Trust Genome Campus, Cambridge, UK. October 2-4, 2013

C. Angione, "Computation in Bacterial Metabolism", Computer Laboratory 75th Anniversary - University of Cambridge, UK. April 24, 2013

C. Angione, J. Costanza, P. Lió, and G. Nicosia, "Von Neumann Architectures in Bacteria", PhD Summer School 2012. Microsoft Research - Cambridge, UK. July 2-6, 2012