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Sergio Decherchi

Technologist - Facility Coordinator
Data Science & Computation Facility
Phone
Research center
About

Sergio Decherchi obtained the Laurea degree summa cum laude in Electronic Engineering in 2007 from Genoa University, Italy, Europe. In 2011 he obtained a PhD in Electronic Engineering and Computer Science on Machine Learning and Data Mining from the same University while working at the Department of Biophysic and Electronic Engineering (DIBE). From 2011 to 2016 he was Post Doctoral researcher at the Istituto Italiano di Tecnologia (IIT), Genoa, Italy, Europe, Department of Drug Discovery and Development (D3) where he designed, developed and applied computational intelligence/chemistry methods to drug discovery. He is the designer and developer of NanoShaper, a tool for molecular surface computation and pockets detection  . In 2014 Sergio co-founded BiKi Technologies s.r.l. a company dealing with Molecular Dynamics and machine learning methods for drug discovery. From 2017 to 2022 Sergio is technologist in IIT. In 2022 he obtained the national habilitation as Associate Professor in computer science. From 2023 he is the coordinator of the Data Science and Computation IIT facility. He is author of more than 70 papers on peer reviewed Journals and conferences in the fields of computational intelligence and computational chemistry. Sergio has received some awards, EU/national/private grants, delivered several invited talks/lectures and co-organized some workshops (e.g. ECAM/CECAM). He is reviewer for EU and national funding agencies. He serves as Associate Editor for the Springer Journal, Cognitive Computation.

All Publications
2024
Balasubramanian K.K., Di Salvo M., Rocchia W., Decherchi S., Crepaldi M.
Designing RISC-V Instruction Set Extensions for Artificial Neural Networks: An LLVM Compiler-Driven Perspective
IEEE Access
Article Journal
2024
Castagnola V., Tomati V., Boselli L., Braccia C., Decherchi S., Pompa P.P., Pedemonte N., Benfenati F., Armirotti A.
Sources of biases in the in vitro testing of nanomaterials: the role of the biomolecular corona
Nanoscale Horizons, vol. 9, (no. 5), pp. 799-816
Article Journal
2023
Rocutto L., Maronese M., Traversa F.L., Decherchi S., Cavalli A.
Assessing the Effectiveness of Non-Turing Computing Paradigms
IEEE Access, vol. 11, pp. 98751-98763
Article Journal
2023
Aldinucci M., Baralis E.M., Cardellini V., Colonnelli I., Danelutto M., Decherchi S., Di Modica G., Ferrucci L., Gribaudo M., Iannone F., Lapegna M., Medic D., Muscianisi G., Righetti F., Sciacca E., Tonellotto N., Tortonesi M., Trunfio P., Vardanega T.
A Systematic Mapping Study of Italian Research on Workflows
ACM International Conference Proceeding Series, pp. 2065-2076
2023
Abate C., Decherchi S., Cavalli A.
Graph neural networks for conditional de novo drug design
Wiley Interdisciplinary Reviews: Computational Molecular Science, vol. 13, (no. 4)
Article Journal
Organized Events
2021
Cavalli A., Decherchi S., Ferrarotti M., Rocchia W.
Extended Software Development Workshop: high performance computing for simulation of complex phenomena
2018
Decherchi S., Bonella S., Cavalli A.
Scoping workshop: Building the bridge between theories and software: SME as a boost for technology transfer in industrial simulative pipelines