#### Network valuation in financial systems

P. Barucca, M. Bardoscia, F. Caccioli, M. D’Errico, G. Visentin, G. Caldarelli, S. Battiston

*Mathematical Finance*

#### The space of functions computed by deep layered machines

A. Mozeika, B. Li, D. Saad

Sub. to *Physical Review Letters*

#### Replica analysis of overfitting in generalized linear models

T. Coolen, M. Sheikh, A. Mozeika, F. Aguirre-Lopez, F. Antenucci

Sub. to *Journal of Physics A*

#### Degree-correlations in a bursting dynamic network model

F. Vanni, P. Barucca

*Journal of Economic Interaction and Coordination*

#### Phase transition creates the geometry of the continuum from discrete space

R. Farr, T. Fink

*Physical Review E*

#### Intelligently chosen interventions have potential to outperform the diode bridge in power conditioning

F. Liu, Y. Zhang, O. Dahlsten, F. Wang

*Scientific Reports *

#### Portfolio analysis and geographical allocation of renewable sources: A stochastic approach

A. Scala, A. Facchini, U. Perna, R. Basosi

*Energy Policy*

#### The statistical physics of real-world networks

G. Cimini, T. Squartini, F. Saracco, D. Garlaschelli, A. Gabrielli, G. Caldarelli

*Nature Reviews Physics*

#### On defining the Hamiltonian beyond quantum theory

D. Branford, O. Dahlsten, A. Garner

*Foundations of Physics*

#### Reconstructing grain-shape statistics from electron back-scatter diffraction microscopy

R. Farr, Z. Vukmanovic, M. Holness, E. Griffiths

*Physical Review Materials*

#### Exactly solvable model of memristive circuits: Lyapunov functional and mean field theory

F. Caravelli, P. Barucca

*European Physical Journal B*

#### Tackling information asymmetry in networks: a new entropy-based ranking index

P. Barucca, G. Caldarelli, T. Squartini

*Journal of Statistical Physics*

#### Maximum one-shot dissipated work from Rényi divergences

N. Halpern, A. Garner, O. Dahlsten, V. Vedral

*Physical Review E *

#### Eigenvalues of subgraphs of the cube

B. Bollobás, J. Lee, S. Letzter

*European Journal of Combinatorics*

#### A holistic approach for collaborative workload execution in volunteer clouds

S. Sebastio, M. Amoretti, A. Lafuente, A. Scala

* ACM Transactions on Modeling and Computer Simulation*

#### From ecology to finance (and back?): a review on entropy-based null models for the analysis of bipartite networks

M. Straka, G. Caldarelli, T. Squartini, F. Saracco

*Journal of Statistical Physics*

#### How well do experience curves predict technological progress? A method for making distributional forecasts

F. Lafond, A. Bailey, J. Bakker, D. Rebois, R. Zadourian, P. McSharry, D. Farmer

*Technological Forecasting and Social Change*

#### The organization of the interbank network and how ECB unconventional measures affected the e-MID overnight market

F. Lillo, P. Barucca

*Computational Management Science*

#### Exactly solvable random graph ensemble with extensively many short cycles

F. Lopez, P. Barucca, M. Fekom, A. Coolen

*Journal of Physics A: Mathematical and Theoretical*

#### Serendipity and strategy in rapid innovation

T. Fink, M. Reeves, R. Palma, R. Farr

*Nature Communications*

#### Network models of financial systemic risk: a review

F. Caccioli, P. Barucca, T. Kobayashi

*Journal of Computational Social Science*

#### Bayesian networks analysis of malocclusion data

M. Scutari, P. Auconi, G. Caldarelli, L. Franchi

*Scientific Reports*

#### Dirac cones in two-dimensional borane

M. Martinez-Canales, T. Galeev, A. Boldyrev, C. Pickard

*Physical Review B*

#### Quantum generalisation of feedforward neural networks

K. Wan, O. Dahlsten, H. Kristjansson, R. Gardner, M. Kim

*Nature Quantum Information*

#### Enhanced capital-asset pricing model for bipartite financial networks reconstruction

T. Squartini, G. Caldarelli, G. Cimini

*Physical Review E*

#### Grand canonical validation of the bipartite international trade network

M. Straka, G. Caldarelli, F. Saracco

*Physical Review E*

#### Organic molecule fluorescence as an experimental test-bed for quantum jumps in thermodynamics

C. Browne, T. Farrow, O. Dahlsten, V. Vedral

*Proceedings of the Royal Society A*

#### Debunking in a world of tribes

F. Zollo, A. Bessi, M. Vicario, G. Caldarelli, L. Shekhtman, S. Havlin, W. Quattrociocchi

*PLOS ONE*

#### Mean grain diameters from thin sections: matching the average to the problem

R. Farr, V. Honour, M. Holness

*Mineralogical Magazine*

#### The mise en scene of memristive networks: effective memory, dynamics and learning

F. Caravelli

*International Journal of Parallel, Emergent and Distributed Systems*

#### Entropic equality for worst-case work at any protocol speed

O. Dahlsten, M. Choi, D. Braun, A. Garner, N. Halpern, V. Vedral

*New Journal of Physics*

#### Harnessing the secret structure of innovation

M. Reeves, T. Fink, R. Palma, J. Harnoss

*MIT Sloan Management Review*

#### The complex dynamics of memristive circuits: analytical results and universal slow relaxation

F. Caravelli, F. Traversa, M. Ventra

*Physical Review E*

#### Pathways towards instability in financial networks

M. Bardoscia, S. Battiston, F. Caccioli, G. Caldarelli

*Nature Communications*

#### Disentangling group and link persistence in Dynamic Stochastic Block models

P. Barucca, F. Lillo, P. Mazzarisi, D. Tantari

*Journal of Statistical Mechanics: Theory and Experiment*

#### Distress propagation in complex networks: the case of non-linear DebtRank

M. Bardoscia, F. Caccioli, J. Perotti, G. Vivaldo, G. Caldarelli

*PLoS ONE *

#### Mitigating cascades in sandpile models: an immunization strategy for systemic risk?

A. Scala, V. Zlatić, G. Caldarelli, G. D’Agostino

*Journal de Physique IV*

#### Optimal growth trajectories with finite carrying capacity

F. Caravelli, L. Sindoni, F. Caccioli, C. Ududec

*Physical Review E*

#### The price of complexity in financial networks

S. Battiston, G. Caldarelli, R. May, T. Roukny, J. Stiglitz

*Proceedings of the National Academy of Sciences*

#### Cascades in interdependent flow networks

A. Scala, P. Lucentini, G. Caldarelli, G. D’Agostino

*Physica D Nonlinear Phenomena *

#### Concurrent enhancement of percolation and synchronization in adaptive networks

Y. Eom, S. Boccaletti, G. Caldarelli

*Scientific Reports *

#### Emergence of strongly connected components in continuum disk-spin percolation

F. Caravelli, M. Bardoscia, F. Caccioli

*Journal of Statistical Mechanics: Theory and Experiment*

#### Geometric phases and cyclic isotropic cosmologies

L. Banchi, F. Caravelli

*Classical and Quantum Gravity*

#### Eigenvalues of neutral networks: Interpolating between hypercubes

T. Reeves, R. Farr, J. Blundell, A. Gallagher, T. Fink

*Discrete Mathematics*

#### Photonic Maxwell’s demon

M. Vidrighin, O. Dahlsten, M. Barbieri, M. Kim, V. Vedral, I. Walmsley

*Physical Review Letters*

#### Coupling news sentiment with web browsing data improves prediction of intra-day price dynamics

G. Ranco, I. Bordino, G. Bormetti, G. Caldarelli, F. Lillo, M. Treccani

*PLoS ONE *

#### Subcritical U-Bootstrap percolation models have non-trivial phase transitions

P. Balister, B. Bollobas, M. Przykucki, P. Smith

*Transactions of the American Mathematical Society*

#### Hierarchical mutual information for the comparison of hierarchical community structures in complex networks.

J. Perotti, C. Tessone, G. Caldarelli

*Physical Review E *

#### The effects of Twitter sentiment on stock price returns

G. Ranco, D. Aleksovski, G. Caldarelli, M. Grčar, I. Mozetič

*PLoS ONE *

#### Hyperbolicity measures democracy in real-world networks

M. Borassi, A. Chessa, G. Caldarelli

* Physical Review E *

#### Quantifying noise in mass spectrometry and yeast two-hybrid protein interaction detection experiments

A. Annibale, A. Coolen, N. Planell-Morell

*Journal of the Royal Society Interface*

#### Transference for the Erdős-Ko-Rado theorem

J. Balogh, B. Bollobas, B. Narayanan

*Forum of Mathematics, Sigma*

#### Twitter-based analysis of the dynamics of collective attention to political parties

Y. Eom, M. Puliga, J. Smailović, I. Mozetič, G. Caldarelli

* PLoS ONE*

#### A measure of majorization emerging from single-shot statistical mechanics

D. Egloff, O. Dahlsten, R. Renner, V. Vedral

*New Journal of Physics*

#### Spin systems on hypercubic Bethe lattices: a Bethe–Peierls approach

A. Mozeika, A. Coolen

*Journal of Physics A*

#### DebtRank: a microscopic foundation for shock propagation

M. Bardoscia, S. Battiston, F. Caccioli, G. Caldarelli

*PLOS ONE*

#### Structures and stability of calcium and magnesium carbonates at mantle pressures

C. Pickard, R. Needs

*Physical Review B*

#### How the interbank market becomes systemically dangerous: an agent-based network model of financial distress propagation

M. Serri, G. Caldarelli, G. Cimini

*Network Theory of Finance*

#### Maximum percolation time in two-dimensional bootstrap percolation

F. Benevides, M. Przykucki

*SIAM Journal on Discrete Mathematics*

#### How the taxonomy of products drives the economic development of countries

A. Zaccaria, M. Cristelli, A. Tacchella, L. Pietronero

*PLOS ONE*

#### Credit default swaps networks and systemic risk

M. Puliga, G. Caldarelli, S. Battiston

*Scientific Reports *

#### Entropies of tailored random graph ensembles: bipartite graphs, generalized degrees, and node neighbourhoods

E. Roberts, A. Coolen

*Journal of Physics A*

#### Easily repairable networks: reconnecting nodes after damage

R. Farr, J. Harer, T. Fink

*Physical Review Letters*

#### Predicting interface structures: from SrTiO 3 to graphene

G. Schusteritsch, C. Pickard

*Physical Review B*

#### Bootstrap percolation on Galton–Watson trees

B. Bollobas, K. Gunderson, C. Janson, M. Przykucki

*Electronic Journal of Probability*

#### Memory effects in stock price dynamics: evidences of technical trading

F. Garzarelli, M. Cristelli, G. Pompa, A. Zaccaria, L. Pietronero

*Scientific Reports*

#### Imperfections in a two-dimensional hierarchical structure

D. Rayneau-Kirkhope, Y. Mao, R. Farr

*Physical Review E*

#### Default cascades in complex networks: topology and systemic risk

T. Roukny, H. Bersini, H. Pirotte, G. Caldarelli, S. Battiston

*Scientific Reports *

#### Immune networks: multitasking capabilities near saturation

E. Agliari, A. Annibale, A. Barra, A. Coolen, D. Tantari

*Journal of Physics A*

#### Economic complexity: conceptual grounding of a new metrics for global competitiveness

A. Tacchella, M. Cristelli, G. Caldarelli, A. Gabrielli, L. Pietronero

*Journal of Economic Dynamics and Control*

#### Measuring the intangibles: a metric for the economic complexity of countries and products

M. Cristelli, A. Gabrielli, A. Tacchella, G. Caldarelli, L. Pietronero

*PLOS ONE*

#### Low-temperature behaviour of social and economic networks

D. Garlaschelli, S. Ahnert, T. Fink, G. Caldarelli

*Entropy*

#### Optimal scales in weighted networks

D. Garlaschelli, S. Ahnert, T. Fink, G. Caldarelli

*Social Informatics *

#### Immune networks: multi-tasking capabilities at medium load

E. Agliari, A. Annibale, A. Barra, A. Coolen, D. Tantari

*Journal of Physics A*

#### Optimization of fractal space frames under gentle compressive load

D. Rayneau-Kirkhope, Y. Mao, R. Farr

*Physical Review E*

#### Evolution of controllability in interbank networks

D. Delpini, S. Battiston, M. Riccaboni, G. Gabbi, F. Pammolli, G. Caldarelli

*Scientific Reports*

#### Reconstructing a credit network

G. Caldarelli, A. Chessa, F. Pammolli, A. Gabrielli, M. Puliga

*Nature Physics*

#### Bootstrapping topology and systemic risk of complex network using the fitness model

N. Musmeci, S. Battiston, G. Caldarelli, M. Puliga, A. Gabrielli

*Journal of Statistical Physics*

#### Weighted networks as randomly reinforced urn processes

G. Caldarelli, A. Chessa, I. Crimaldi, F. Pammolli

*Physical Review E*

#### Hierarchical space frames for high mechanical efficiency: Fabrication and mechanical testing

D. Rayneau-Kirkhope, Y. Mao, R. Farr, J. Segal

*Mechanics Research Communications*

#### Ultralight fractal structures from hollow tubes

D. Rayneau-Kirkhope, Y. Mao, R. Farr

*Physical Review Letters*

#### A network analysis of countries’ export flows: firm grounds for the building blocks of the economy

G. Caldarelli, M. Cristelli, A. Gabrielli, L. Pietronero, A. Scala, A. Tacchella

*PLOS ONE*

#### A new metric for countries’ fitness and products’ complexity

A. Tacchella, M. Cristelli, G. Caldarelli, A. Gabrielli, L. Pietronero

*Scientific Reports*

#### Using networks to understand medical data: the case of class III malocclusions

A. Scala, P. Auconi, M. Scazzocchio, G. Caldarelli, J. McNamara, L. Franchi

*PLoS ONE *

#### Web search queries can predict stock market volumes

I. Bordino, S. Battiston, G. Caldarelli, M. Cristelli, A. Ukkonen, I. Weber

*PLoS ONE *

#### Unbiased degree-preserving randomization of directed binary networks

E. Roberts, A. Coolen

*Physical Review E*

#### Robustness and assortativity for diffusion-like processes in scale-free networks

G. D'Agostino, A. Scala, V. Zlatić, G. Caldarelli

*EPL*

#### What you see is not what you get: how sampling affects macroscopic features of biological networks

A. Annibale, A. Coolen

*Interface Focus*

#### Shear elastic deformation and particle packing in plant cell dispersions

P. Lopez-Sanchez, V. Chapara, S. Schumm, R. Farr

*Food Biophysics*

#### Transfer operator analysis of the parallel dynamics of disordered Ising chains

A. Coolen, K. Takeda

*Philosophical Magazine*

#### Diffusional Monte Carlo model of liquid-phase sintering

A. R.S.Farr

*Mathematics and Computers in Simulation*

#### Tailored graph ensembles as proxies or null models for real networks II: results on directed graphs

E. Roberts, T. Schlitt, A. Coolen

*Journal of Physics A*

#### Self-assembly, modularity, and physical complexity

S. Ahnert, I. Johnston, T. Fink, J. Doye, A. Louis

*Physical Review E*

#### Estimate for the fractal dimension of the Apollonian gasket in d dimensions

R. Farr, E. Griffiths

*Physical Review E*

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