Statistical inference links data and theory in network science
The number of network science applications across many different fields has been rapidly
increasing. Surprisingly, the development of theory and domain-specific applications often …
increasing. Surprisingly, the development of theory and domain-specific applications often …
Understanding and governing global systemic crises in the 21st century: a complexity perspective
D Wernli, L Böttcher, F Vanackere… - Global …, 2023 - Wiley Online Library
The growing interconnections among societies have facilitated the emergence of systemic
crises, ie, shocks that rapidly spread around the world and cause major disruptions …
crises, ie, shocks that rapidly spread around the world and cause major disruptions …
Complex causalities between the carbon market and the stock markets for energy intensive industries in China
The low-carbon development of energy intensive industries is of vital importance to achieve
China's energy and climate targets in 2030 while carbon market is an important mechanism …
China's energy and climate targets in 2030 while carbon market is an important mechanism …
From biological data to oscillator models using SINDy
Periodic changes in the concentration or activity of different molecules regulate vital cellular
processes such as cell division and circadian rhythms. Developing mathematical models is …
processes such as cell division and circadian rhythms. Developing mathematical models is …
Causality inference among base metal, rare metal and precious metal markets
Y Ding, S Chen, H Li, Q Sun, H Chen, H Yu - Resources Policy, 2023 - Elsevier
The relationship among metal markets has become closer and more complicated. It is
necessary to study the causal relationship among metal markets, and then identify the …
necessary to study the causal relationship among metal markets, and then identify the …
[HTML][HTML] TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time variations of SOAP spectra
Many molecular systems and physical phenomena are controlled by local fluctuations and
microscopic dynamical rearrangements of the constitutive interacting units that are often …
microscopic dynamical rearrangements of the constitutive interacting units that are often …
[HTML][HTML] Prediction of dynamical systems from time-delayed measurements with self-intersections
In the context of predicting the behaviour of chaotic systems, Schroer, Sauer, Ott and Yorke
conjectured in 1998 that if a dynamical system defined by a smooth diffeomorphism T of a …
conjectured in 1998 that if a dynamical system defined by a smooth diffeomorphism T of a …
On the multiscale dynamics of punctuated evolution
For five decades, paleontologists, paleobiologists, and ecologists have investigated patterns
of punctuated equilibria in biology. Here, we step outside those fields and summarize recent …
of punctuated equilibria in biology. Here, we step outside those fields and summarize recent …
Detecting the non‐separable causality in Soil Moisture‐Precipitation coupling with Convergent Cross‐mapping
Abstract Soil moisture‐Precipitation (SM‐P) coupling, especially the causality from SM to P
(SM→ P), is an important and highly debated topic. The causal inference from observational …
(SM→ P), is an important and highly debated topic. The causal inference from observational …