Publications and Awards
Rehab Technologies Lab is an award-winning research line of IIT and our teams actively support the scientific community with many publications, dissemination talks and other accomplishments.
Publications
2024
Damiani C., Rodina Y., Decherchi S.
A hybrid federated kernel regularized least squares algorithm
Knowledge-Based Systems, vol. 305
2024
Abate C., Decherchi S., Cavalli A.
AMCG: a graph dual atomic-molecular conditional molecular generator
Machine Learning: Science and Technology, vol. 5, (no. 3)
2024
Ghidini A., Serra E., Decherchi S., Cavalli A.
Bidirectional path-based non-equilibrium simulations for binding free energy
Molecular Physics
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
2024
Bassi P.R.A.S., Decherchi S., Cavalli A.
Faster ISNet for Background Bias Mitigation on Deep Neural Networks
IEEE Access
2024
Martire S., Decherchi S., Cavalli A.
OBIWAN: An Element-Wise Scalable Feed-Forward Neural Network Potential
Journal of Chemical Theory and Computation
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
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
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)
2023
Di Palma F., Abate C., Decherchi S., Cavalli A.
Ligandability and druggability assessment via machine learning
Wiley Interdisciplinary Reviews: Computational Molecular Science, vol. 13, (no. 5)
2023
Majumdar S., Di Palma F., Spyrakis F., Decherchi S., Cavalli A.
Molecular Dynamics and Machine Learning Give Insights on the Flexibility-Activity Relationships in Tyrosine Kinome
Journal of Chemical Information and Modeling, vol. 63, (no. 15), pp. 4814-4826
2023
Aguti R., Bernetti M., Bosio S., Decherchi S., Cavalli A.
On the allosteric puzzle and pocket crosstalk through computational means
Journal of Chemical Physics, vol. 158, (no. 16)
2023
Decherchi S., Cavalli A.
Optimal Transport for Free Energy Estimation
Journal of Physical Chemistry Letters, vol. 14, (no. 6), pp. 1618-1625
2023
Decherchi S., Ciccotti G., Cavalli A.
Regularized Bennett and Zwanzig free energy estimators
Journal of Chemical Physics, vol. 158, (no. 12)
Awards
2024
Macaluso A., Bottino A., Pratticò F.G., Lamberti F., Galletti C., Storchi C., Podda J., Tacchino A., Brichetto G., Boccardo N., et al.
Best Session Presentation - Executive Control in a Mixed Reality Exergame for Motor-Cognitive Rehabilitation in Multiple Sclerosis
2022
Maludrottu S., Laffranchi M., Vassallo C., Vaccaro R., De Michieli L.
iF DESIGN AWARD 2022 - Twin Exoskeleton
2021
Laffranchi M., Traverso S., Vaccaro R., Maludrottu S., Poli F., De Bartolomeis L., Diamanti G., Gruppioni E., De Michieli L.
Good Design
2020
Laffranchi M.
Robotics 2020 Young Investigator Award
2020
Laffranchi M., Boccardo N., Traverso S., Lombardi L., Canepa M., Lince A., Semprini M., Saglia J.A., Naceri A., Sacchetti R., et al.
XXVI Compasso d'oro
2019
Colombi I.
PhD thesis award in Neuroengineering "MASSIMO GRATTAROLA" (17^ Ed.)
2018
Laffranchi M., Boccardo N., Traverso S., Lince A., Canepa M., Saglia J., Gruppioni E., Sacchetti R., Diamanti G., Poli F., et al.
ADI Design Index
2018
Laffranchi M., Boccardo N., Traverso S., Lombardi L., Canepa M., Lince A., Semprini M., Saglia J.A., Naceri A., Sacchetti R., et al.
ADI Design Index
2018
Laffranchi M., Boccardo N., Traverso S., Lombardi L., Canepa M., Lince A., Semprini M., Saglia J.A., Naceri A., Sacchetti R., et al.
Good Design
2018
Semprini M.
selected as "reviewer of the year" for Journal of Neural Engineering