Andrea Cavalli

Andrea Cavalli

Università degli Studi di Bologna

H-index: 74

Europe-Italy

About Andrea Cavalli

Andrea Cavalli, With an exceptional h-index of 74 and a recent h-index of 46 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Molecular Dynamics, Computational Chemistry, Drug Discovery, Cancer, Alzheimer's disease.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization

Comparing Adiabatic Quantum Computers for satellite images feature extraction

Triazinones as the first dual BACE-1/GSK-3β fragment hits against Alzheimer’s disease

An 19F NMR fragment-based approach for the discovery and development of BRCA2-RAD51 inhibitors to pursuit synthetic lethality in combination with PARP inhibition in pancreatic …

Faster ISNet for Background Bias Mitigation on Deep Neural Networks

Elucidating the BRCA2-RAD51 interaction through an integrated structural biophysics approach

Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography

Assessing the Effectiveness of Non-Turing Computing paradigms

Andrea Cavalli Information

University

Position

Professor & Associate Director - IIT &

Citations(all)

19393

Citations(since 2020)

8044

Cited By

14624

hIndex(all)

74

hIndex(since 2020)

46

i10Index(all)

241

i10Index(since 2020)

181

Email

University Profile Page

Università degli Studi di Bologna

Google Scholar

View Google Scholar Profile

Andrea Cavalli Skills & Research Interests

Molecular Dynamics

Computational Chemistry

Drug Discovery

Cancer

Alzheimer's disease

Top articles of Andrea Cavalli

Title

Journal

Author(s)

Publication Date

Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization

Nature Communications

Pedro RAS Bassi

Sergio SJ Dertkigil

Andrea Cavalli

2024/1/4

Comparing Adiabatic Quantum Computers for satellite images feature extraction

Future Generation Computer Systems

Lorenzo Rocutto

Marco Maronese

Daniele Dragoni

Andrea Cavalli

Carlo Cavazzoni

2024/4/20

Triazinones as the first dual BACE-1/GSK-3β fragment hits against Alzheimer’s disease

Federica Prati

Angela De Simone

Andrea Armirotti

Maria Summa

Daniela Pizzirani

...

2024/2/19

An 19F NMR fragment-based approach for the discovery and development of BRCA2-RAD51 inhibitors to pursuit synthetic lethality in combination with PARP inhibition in pancreatic …

European Journal of Medicinal Chemistry

Samuel H Myers

Laura Poppi

Francesco Rinaldi

Marina Veronesi

Andrea Ciamarone

...

2024/2/5

Faster ISNet for Background Bias Mitigation on Deep Neural Networks

arXiv preprint arXiv:2401.08409

Pedro RAS Bassi

Sergio Decherchi

Andrea Cavalli

2024/1/16

Elucidating the BRCA2-RAD51 interaction through an integrated structural biophysics approach

Francesco Rinaldi

Stefania Girotto

Andrea Cavalli

2023

Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography

Nature Communications

Maximilian Wranik

Tobias Weinert

Chavdar Slavov

Tiziana Masini

Antonia Furrer

...

2023/2/17

Assessing the Effectiveness of Non-Turing Computing paradigms

IEEE Access

Lorenzo Rocutto

Marco Maronese

Fabio Lorenzo Traversa

Sergio Decherchi

Andrea Cavalli

2023/9/7

On the allosteric puzzle and pocket crosstalk through computational means

The Journal of Chemical Physics

Riccardo Aguti

Mattia Bernetti

Stefano Bosio

Sergio Decherchi

Andrea Cavalli

2023/4/28

Compounds and compositions for the treatment of tumors

2023/2/16

Ligandability and druggability assessment via machine learning

Francesco Di Palma

Carlo Abate

Sergio Decherchi

Andrea Cavalli

2023/9

Multiomic analysis of HER2-enriched and AR-positive breast carcinoma with apocrine differentiation and an oligometastatic course: a case report

Frontiers in Oncology

Brando Poggiali

Agostino Ponzetti

Marica Malerba

Fabio Landuzzi

Federica Furia

...

2023

GSK-3β allosteric inhibition: a dead end or a new pharmacological frontier?

Beatrice Balboni

Mirco Masi

Walter Rocchia

Stefania Girotto

Andrea Cavalli

2023/4/19

Isolation and characterization of monomeric human RAD51: a novel tool for investigating homologous recombination in cancer

Angewandte Chemie

Francesco Rinaldi

Fabrizio Schipani

Beatrice Balboni

Federico Catalano

Roberto Marotta

...

2023/12/18

Optimal Transport for Free Energy Estimation

The Journal of Physical Chemistry Letters

S Decherchi

A Cavalli

2023/2/7

Molecular Dynamics and Machine Learning Give Insights on the Flexibility–Activity Relationships in Tyrosine Kinome

Journal of Chemical Information and Modeling

Sarmistha Majumdar

Francesco Di Palma

Francesca Spyrakis

Sergio Decherchi

Andrea Cavalli

2023/7/18

Regularized Bennett and Zwanzig free energy estimators

The Journal of Chemical Physics

S Decherchi

G Ciccotti

A Cavalli

2023/3/28

A RAD51/BRCA2 small molecule inhibitor enhances the antineoplastic effect of the PARPi talazoparib in pancreatic cancer

Laura Poppi

H Myers Samuel

Previtali Viola

Francesco Rinaldi

Fulvia Farabegoli

...

2023

New Insights into the LANCL2-ABA Binding Mode towards the Evaluation of New LANCL Agonists

Pharmaceutics

Naomi Scarano

Francesco Di Palma

Nicola Origlia

Francesca Musumeci

Silvia Schenone

...

2023/12/12

Integration of computational and experimental biophysics reveals novel insights on the BRCA2-RAD51 interaction

F Rinaldi

M Bernetti

V Bresciani

S Girotto

A Cavalli

2023

See List of Professors in Andrea Cavalli University(Università degli Studi di Bologna)