Gianluca Palermo

Politecnico di Milano — Italy

Computer Science · Physical Sciences

30h-index3.3kcitations256works2.32yr avg
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Research Topics

Parallel Computing and Optimization Techniques(138), Embedded Systems Design Techniques(110), Interconnection Networks and Systems(55), VLSI and FPGA Design Techniques(34), Computational Drug Discovery Methods(31)

Publications256 total

Power/accuracy-aware dynamic workload optimization combining application autotuning and runtime resource management on homogeneous architectures
Microprocessors and Microsystems·2025Open Access
GENEOnet: a breakthrough in protein binding pocket detection using group equivariant non-expansive operators
Scientific Reports·2025Open Access
Molecular docking via weighted subgraph isomorphism on quantum annealers
Quantum Science and Technology·2025· 1 citedOpen Access
Towards High-Performance and Portable Molecular Docking on CPUs through Vectorization
arXiv (Cornell University)·2025Open Access
Towards High-Performance and Portable Molecular Docking on CPUs Through Vectorization
2025Open Access
To repair or not to repair: Assessing fault resilience in MPI stencil applications
Journal of Parallel and Distributed Computing·2025Open Access
Condensation of Forcefield parameters from Machine Learning predicted statistical distributions for High-Throughput Virtual screening applications
2025Open Access
Harnessing quality-throughput trade-off in scoring functions for extreme-scale virtual screening campaigns
Future Generation Computer Systems·2025· 1 citedOpen Access
Efficient parameter tuning for a structure-based virtual screening HPC application
Journal of Parallel and Distributed Computing·2025Open Access
Network topology effects on the social circle polls
arXiv (Cornell University)·2025Open Access
To Repair or Not to Repair: Assessing Fault Resilience in Mpi Stencil Applications
SSRN Electronic Journal·2025Open Access
Efficient Parameter Tuning for a Structure-Based Virtual Screening HPC Application
arXiv (Cornell University)·2024Open Access
To Repair or Not to Repair: Assessing Fault Resilience in MPI Stencil Applications
arXiv (Cornell University)·2024Open Access
An Experimental Approach to Quantum Molecular Docking
2024Open Access
Corrigendum to “Addressing docking pose selection with structure-based deep learning: Recent advances, challenges and opportunities” [Comput Struct Biotechnol J vol. 23 (2024) 2141–2151]
Computational and Structural Biotechnology Journal·2024Open Access
ZSMILES: An Approach for Efficient SMILES Storage for Random Access in Virtual Screening
2024Open Access
Addressing docking pose selection with structure-based deep learning: Recent advances, challenges and opportunities
Computational and Structural Biotechnology Journal·2024· 46 citedOpen Access
LIGATE - LIgand Generator and portable drug discovery platform AT Exascale
2024· 1 citedOpen Access
ZSMILES: an approach for efficient SMILES storage for random access in Virtual Screening
arXiv (Cornell University)·2024Open Access
Molecular Docking via Weighted Subgraph Isomorphism on Quantum Annealers
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Cristina Silvano(36), Vittorio Zaccaria(15), Matteo Monchiero(10), Giovanni Mariani(10), Davide Gadioli(7), Oreste Villa(6), Fabrizio Ferrandi(6), Amir H. Ashouri(5), Leandro Fiorin(5), Emanuele Vitali(5), Eugenio Villar(5), Antonino Tumeo(5), Donatella Sciuto(5), William Fornaciari(4), S. Bocchio(4), Prabhat Avasare(4), John Cavazos(3), Slobodan Luković(3), Fabrizio Castro(3), Geert Vanmeerbeeck(3)