Publications 2022

Is it enough to optimize CNN architectures on ImageNet?

Lukas Tuggener, Jürgen Schmidhuber, and Thilo Stadelmann

Published in Frontiers in Computer Science, 2022

The thermodynamic origins of chiral twist in monolayer assemblies of rod-like colloids

Yawei Liu, Jared A. Wood, Achille Giacometti and Asaph Widmer-Cooper

Published in Nanoscale. The Royal Society of Chemistry 2022

A cultural evolutionary theory that explains both gradual and punctuated change

Blai Vidiella, Simon Carrignon, R. Alexander Bentley, Michael J. O’Brien and Sergi Valverde

Published in Journal of the Royal Society Interface, Vol. 19 Issue 196

Atlanta: Mathematics and Music

Maria Mannone and Mariana Montiel

Published in Journal of Mathematics and the Arts, 2022

Sonification and Clustering: a Multi-Sensory Perspective for Precision Medicine

Maria Mannone and Veronica Distefano

Published in Proceedings of the Conference on Sonification of Health and Environmental Data (SoniHED 2022)

Characterisation of the Degree of Musical non-Markovianity

Maria Mannone and Giuseppe Compagno

Published in Journal of Creative Music Systems, 2022

Sing and Measure: Sound as Voice as Quanta

Maria Mannone and Davide Rocchesso

Published in Quantum Computer Music. Springer, Cham. 2022

A simple solution to the problem of self-assembling cubic diamond crystals

Lorenzo Rovigatti, John Russo, Flavio Romano, Michael Matthies, Lukáš Kroce and Petr Šulc

Published in Nanoscale, 14(38), pp. 14268-14275, 2022

Quantum RoboSound: Auditory Feedback of a Quantum-Driven Robotic Swarm

Maria Mannone, Valeria Seidita, and Antonio Chella

IEEE International Workshop on Robot and Human Communication, 2022

Dilution of expertise in the rise and fall of collective innovation

Salva Duran-Nebreda, Michael J. O’Brien, R. Alexander Bentley & Sergi Valverde

Published in Humanities and Social Sciences Communications, Vol. 9 (2022)

The hiatus between organism and machine evolution: Contrasting mixed microbial communities with robots

Andrea Roli, Stuart A.Kauffman

Published in Biosystems, Vol. 222, (2022)

On the Criticality of Adaptive Boolean Network Robots

by Michele Braccini, Andrea Roli, Edoardo Barbieri and Stuart A. Kauffman

Published in Entropy 2022, 24(10), 1368.

Investigation of the Interaction between Human Serum Albumin and Branched Short-Chain Perfluoroalkyl Compounds

Giulia Moro, Stefano Liberi, Filippo Vascon, Sara Linciano, Sofia De Felice, Silvano Fasolato, Carlo Foresta, Luca De Toni, Andrea Di Nisio, Laura Cendron, and Alessandro Angelini

Published by American Chemical Society, 2022

Towards Parameter-Free Clustering for Real-World Data

Jian Hou, Huaqiang Yuan, Marcello Pelillo

Published in Pattern Recognition, 2022

Game-Theoretic Hypergraph Matching with Density Enhancement

Jian Hou, Huaqiang Yuan, Marcello Pelillo

Published in Pattern Recognition, 2022

FormulaNet: A Benchmark Dataset for Mathematical Formula Detection

M. Schmitt-Koopmann Felix; Elaine M. Huang; Hans-Peter Hutter; Thilo Stadelmann; Alireza Darvishy.

Published in IEEE Access, Vol. 10, 2022

Characterizing spatial point processes by percolation transitions

Pablo Villegas, Tommaso Gili, Andrea Gabrielli and Guido Caldarelli

Published in Journal of Statistical Mechanics: Theory and Experiment, Volume 2022

Bow-tie structures of twitter discursive communities

Mattia Mattei, Manuel Pratelli, Guido Caldarelli, Marinella Petrocchi & Fabio Saracco

Published in Scientific Reports, Vol. 12, Art. n: 12944 (2022)

Unsupervised Domain Adaptation for Vertebrae Detection and Identification in 3D CT Volumes Using a Domain Sanity Loss

by Pascal Sager, Sebastian Salzmann, Felice Burn, and Thilo Stadelmann

Published in Journal of Imaging 2022, 8(8), 222.

Temari Balls, Spheres, SphereHarmonic: From Japanese Folkcraft to Music

by Maria Mannone, and Takashi Yoshino

Published in Algorithms (MDPI) 2022, 15(8), 286.

Trajectory-based and sound-based medical data clustering

Maria Mannone and Veronica Distefano

BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics Northbrook Illinois August 7 - 10, 2022

Synthesis and direct assay of large macrocycle diversities by combinatorial late-stage modification at picomole scale

Sevan Habeshian, Manuel Leonardo Merz, Gontran Sangouard, Ganesh Kumar Mothukuri, Mischa Schüttel, Zsolt Bognár, Cristina Díaz-Perlas, Jonathan Vesin, Julien Bortoli Chapalay, Gerardo Turcatti, Laura Cendron, Alessandro Angelini & Christian Heinis 

Published in Nature Communications, vol. 13

Nectar of the Bots: Evolving Bidirectional Referential Communication

Ruairi Fox, Seth Bullock

Published in Sage Journals

Bicyclic peptide-based assay for uPA cancer biomarker

Giulia Moro, Patrick Severin Sfragano, Jessica Ghirardo, Ylenia Mazzocato, Alessandro Angelini, Ilaria Palchetti, Federico Polo

Published in Biosensors and Bioelectronics, Volume 213, 2022

Seeds, Brains, and Bridges: Allegory of Venice, Arts, and Science for a Vision of the Future

Maria Mannone

Published in Creativity and Cognition 2022

The relationship between brand constructs and motivational patterns in crowdfunding decisions. Evidence from university crowdfunding

Fulvio Fortezza, Francesca Checchinato, Debora Slanzi

Published in Management Research Review (2022)

Molecular analysis and therapeutic applications of human serum albumin-fatty acid interactions

Sara Linciano, Giulia Moro, Alessandro Zorzi, Alessandro Angelini

Published in Journal of Controlled ReleaseVolume 348, August 2022, Pages 115-126

Hypercube + Rubik’s Cube + Music = HyperCubeHarmonic

Maria Mannone, Takashi Yoshino, Pascal Chiu, and Yoshifumi Kitamura

Published in Mathematics and Computation in Music. MCM 2022

Lecture Notes in Computer Science, vol 13267. Springer, Cham.

Some Mathematical and Computational Relations Between Timbre and Color

Maria Mannone & Juan Sebastián Arias-Valero

Published in MCM 2022: Mathematics and Computation in Music pp 127–139

Lecture Notes in Computer Science, vol 13267. Springer, Cham.

Foundations of Data Science: a comprehensive overview formed at the 1st International Symposium on the Science of Data Science

Schilling Frank-Peter, Flumini Dandolo, Füchslin Rudolf Marcel, Gavagnin Elena, Geller Armando, Quarteroni Silvia, Stadelmann Thilo

Published in Archives of Data Science, Series A

Read the article [DEU]

Investing in AI for social good: an analysis of European national strategies

Francesca Foffano, Teresa Scantamburlo, and Atia Cortés

Published in AI & SOCIETY (2022)

Advanced Electrochemical and Opto-Electrochemical Biosensors for Quantitative Analysis of Disease Markers and Viruses

Guidelines, Strategies, and Principles for the Directed Evolution of Cross-Reactive Antibodies Using Yeast Surface Display Technology

Sara Linciano, Ee Lin Wong, Ylenia Mazzocato, Monica Chinellato, Tiziano Scaravetti, Alberto Caregnato, Veronica Cacco, Zhanna Romanyuk, Alessandro Angelini

Published in Yeast Surface Display. Methods in Molecular Biology, vol 2491. Humana, New York, NY.

Transcriptomic and genomic studies classify NKL54 as a histone deacetylase inhibitor with indirect influence on MEF2-dependent transcription

Martina Minisini, Eros Di Giorgio, Emanuela Kerschbamer, Emiliano Dalla, Massimo Faggiani, Elisa Franforte, Franz-Josef Meyer-Almes, Rino Ragno, Lorenzo Antonini, Antonello Mai, Francesco Fiorentino, Dante Rotili, Monica Chinellato, Stefano Perin, Laura Cendron, Christian X Weichenberger, Alessandro Angelini, Claudio Brancolini

Published in Nucleic Acids Research, Volume 50, Issue 5 (2022)

How perfluoroalkyl substances modify fluorinated self-assembled monolayer architectures: An electrochemical and computational study

Giulia Moro, Cedrix J. Dongmo Foumthuim, Marco Spinaci, Ettore Martini, Dafne Cimino, Eleonora Balliana, Peter Lieberzeit, Flavio Romano, Achille Giacometti, Rui Campos, Karolien De Wael, Ligia Maria Moretto

Published in Analytica Chimica Acta, Volume 1204 (2022)

From multiple aspect trajectories to predictive analysis: a case study on fishing vessels in the Northern Adriatic sea

Bruno Brandoli, Alessandra Raffaetà, Marta Simeoni, Pedram Adibi, Fateha Khanam Bappee, Fabio Pranovi, Giulia Rovinelli, Elisabetta Russo, Claudio Silvestri, Amilcar Soares & Stan Matwin

Published in GeoInformatica (2022)

Liquid–Gas Interface of Iron Aqueous Solutions and Fenton Reagents

Ivan Gladich, Shuzhen Chen, Huanyu Yang, Anthony Boucly, Bernd Winter, Jeroen A. van Bokhoven, Markus Ammann, and Luca Artiglia

Published in American Chemical Society, J. Phys. Chem. Lett. 2022

Attractor-Specific and Common Expression Values in Random Boolean Network Models (with a Preliminary Look at Single-Cell Data)

Marco Villani, Gianluca D’Addese, Stuart A. Kauffman and Roberto Serra

Published in Entropy 2022, 24(3), 311; 2022

How Organisms Come to Know the World: Fundamental Limits on Artificial General Intelligence

Andrea Roli, Johannes Jaeger and Stuart A. Kauffmann
Published in Frontiers in Ecology and Evolution (2022)

Color and Timbre Gestures: An Approach with Bicategories and Bigroupoids

Maria Mannone, Giovanni Santini, Esther Adedoyin, and Carmine E. Cella

Published in Mathematics, 10 (4): 663, MDPI (2022)

Transcriptomic and genomic studies classify NKL54 as a histone deacetylase inhibitor with indirect influence on MEF2-dependent transcription

Martina Minisini, Eros Di Giorgio, Emanuela Kerschbamer, Emiliano Dalla, Massimo Faggiani, Elisa Franforte, Franz-Josef Meyer-Almes, Rino Ragno, Lorenzo Antonini, Antonello Mai, Francesco Fiorentino, Dante Rotili, Monica Chinellato, Stefano Perin, Laura Cendron, Christian X Weichenberger, Alessandro Angelini, Claudio Brancolini

Published in Nucleic Acids Research, gkac081, Oxford Academy (2022)

Structural Analysis of Human Serum Albumin in Complex with the Fibrate Drug Gemfibrozil

Stefano Liberi, Sara Linciano, Giulia Moro, Luca De Toni, Laura Cendron, and Alessandro Angelini

International Journal of Molecular Sciences, 2022, 23(3), 1769.

The impact of face image compression in future generation electronic identity documents

Calderoni Luca, Magnani Antonio

Forensic Science International: Digital Investigation 40,301345

Categories, Quantum Computing, and Swarm Robotics: A Case Study

Maria Mannone, Valeria Seidita and Antonio Chella

Published in Mathematics, Volume 10, Issue 3 (February-1 2022) MDPI

Ecological network complexity scales with area

N. Galiana, M. Lurgi, V. A. G. Bastazini, J.Bosch, L. Cagnolo, K. Cazelles, B. Claramunt-López, C. Emer, M.J. Fortin, I. Grass, C. Hernández-Castellano, F. Jauker, S. J. Leroux, K. McCann, Anne M. McLeod, D. Montoya, C. Mulder, S. Osorio-Canadas, S. Reverté, A. Rodrigo, I. Steffan-Dewenter, A. Traveset, Sergi Valverde, D. P. Vázquez, S. A. Wood, D. Gravel, T. Roslin, W. Thuiller & J. M. Montoya 

Published in Nature Ecology & Evolution (2022)

Hypergraph matching via game-theoretic hypergraph clustering

Jian Hou, Marcello Pelillo, Huaqiang Yuan

Published in Pattern Recognition, Volume 125, May 2022