Machine learning aided design and optimization of thermal metamaterials

C Zhu, EA Bamidele, X Shen, G Zhu, B Li - Chemical Reviews, 2024 - ACS Publications
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …

Does diversification promote systemic risk?

C Wang, X Liu, J He - The North American Journal of Economics and …, 2022 - Elsevier
We measure systemic risk when faced with simulated shocks through the systemic model of
banking originated losses. The formation mechanism of systemic risk is explored from the …

The cost of attack in competing networks

B Podobnik, D Horvatic, T Lipic… - Journal of the …, 2015 - royalsocietypublishing.org
Real-world attacks can be interpreted as the result of competitive interactions between
networks, ranging from predator–prey networks to networks of countries under economic …

Diversification and systemic risk in the banking system

J Ma, J He, X Liu, C Wang - Chaos, Solitons & Fractals, 2019 - Elsevier
The recent financial crisis has motivated efforts to understand how systemic risk
endogenously arises and what structure can make the financial system more stable. This …

Emergence of frustration signals systemic risk

C Kuyyamudi, AS Chakrabarti, S Sinha - Physical Review E, 2019 - APS
We show that the emergence of systemic risk in complex systems can be understood from
the evolution of functional networks representing interactions inferred from fluctuation …

Predicting the lifetime of dynamic networks experiencing persistent random attacks

B Podobnik, T Lipic, D Horvatic, A Majdandzic… - Scientific reports, 2015 - nature.com
Estimating the critical points at which complex systems abruptly flip from one state to another
is one of the remaining challenges in network science. Due to lack of knowledge about the …

Agent-based mapping of credit risk for sustainable microfinance

JH Lee, M Jusup, B Podobnik, Y Iwasa - PloS one, 2015 - journals.plos.org
By drawing analogies with independent research areas, we propose an unorthodox
framework for mapping microfinance credit risk---a major obstacle to the sustainability of …

Exacerbated vulnerability of coupled socio-economic risk in complex networks

X Zhang, L Feng, Y Berman, N Hu… - Europhysics …, 2016 - iopscience.iop.org
The study of risk contagion in economic networks has most often focused on the financial
liquidities of institutions and assets. In practice the agents in a network affect each other …

[PDF][PDF] Dynamically rich, yet parameter-sparse models for spatial epidemiology: Comment on “Coupled disease–behavior dynamics on complex networks: A review” by …

M Jusup, S Iwami, B Podobnik, HE Stanley - Physics of life reviews, 2015 - Elsevier
Marko Jusupa,∗, Shingo Iwamia, b, Boris Podobnikc, d, e, H. Eugene Stanleyc aFaculty of
Sciences, Kyushu University, Fukuoka 812-8581, Japan bPRESTO, Japan Science and …

Dynamic Contagion of Systemic Risk in an Endogenous Banking System

L Qiu, C Wang, J Ma, X Liu - Mathematical Problems in …, 2022 - Wiley Online Library
An endogenous banking system is proposed based on dynamic mechanisms of interbank
loans and investment strategies to explore the behavioral incentives of diversification and its …