Domenico Bonanni

About

Computational physicist, mathematical engineer & MBA graduate upgrading EXSCALATE Platform toward automated, tunable, portable High Throughput Virtual Screening campaigns. Background in solid state physics and nanotechnology with hands-on experience in R&D of top tier biotech/pharma and aerospace/defence companies. Grateful to have explored a wide range of topics in research & technology from both an academic and industrial lens, including computer aided drug discovery, high performance and quantum computing, machine learning and hardware/software development. Driven by curiosity, challenge and a desire to make this World a better place.

Work

Istituto Italiano di Tecnologia

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Affiliated Researcher

Italy

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University of L'Aquila

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Research Fellow in Computational Physics

Italy

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Dompé farmaceutici SpA

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Drug Discovery Platform Specialist

Italy

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Dompé farmaceutici SpA

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New Technologies & Innovation Specialist

Italy

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Dompé farmaceutici SpA

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New Technologies & Innovation Officer

Italy

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Dompé farmaceutici SpA

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Digital Engineering Officer

Italy

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Thales Alenia Space

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R&D Project Engineer

Italy

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Thales Alenia Space

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Equipment Enabling Technologies

Italy

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CNH Industrial (Italy)

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Associate Project Manager

Italy

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H-Farm SpA

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Data Scientist

Italy

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STMicroelectronics Srl Sede di Cornaredo

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Hardware Design Engineer

Italy

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Eni

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Researcher

Italy

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Education

Università degli Studi dell'Aquila Dipartimento di Scienze Fisiche e Chimiche

Italy
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Ph.D. Computational Physics

Collège des Ingénieurs

France
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MBA

Università degli Studi dell'Aquila

Italy
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M.Sc.

Università degli Studi dell'Aquila

Italy
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B.Sc.

Publications

Molecular docking via weighted subgraph isomorphism on quantum annealers

Quantum Science and Technology

journal-article

Addressing docking pose selection with structure-based deep learning: Recent advances, challenges and opportunities

Computational and Structural Biotechnology Journal

journal-article

An LSTM-enhanced surrogate model to simulate the dynamics of particle-laden fluid systems

Computers & Fluids

journal-article

LIGATE - LIgand Generator and portable drug discovery platform AT Exascale

conference-paper

A non-intrusive data-driven reduced order model for parametrized CFD-DEM numerical simulations

Journal of Computational Physics

journal-article

A coupled CFD-DEM model for OKi Task production on Innojet V1000 granulator

ECCOMAS Math 2 Product, IS11 - Advanced computational mechanics in real-world applications

conference-poster

A Deep Learning Approach to Optimize Recombinant Protein Production in Escherichia coli Fermentations

Fermentation

journal-article

A Deep Learning Approach to Optimize Recombinant Protein Production in Escherichia coli Fermentations

Fermentation

journal-article

Tunable and Portable Extreme-Scale Drug Discovery Platform at Exascale

conference-paper

Deep Learning ligand pose predictor in High Throughput Virtual Screening

BIG DATA VALUE FORUM

conference-poster