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Inferring causation from time series in Earth system sciences

Nature communications, 2019-06, Vol.10 (1), p.2553-13, Article 2553

2019

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Understanding the impact of exposure to adverse socioeconomic conditions on chronic stress from a complexity science perspective

BMC medicine, 2021-10, Vol.19 (1), p.1-242, Article 242

2021

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Evaluating the performance of multivariate indicators of resilience loss

Scientific reports, 2021-04, Vol.11 (1), p.9148-11, Article 9148

2021

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Using network analysis to identify leverage points based on causal loop diagrams leads to false inference

Scientific reports, 2023-11, Vol.13 (1), p.21046-21046, Article 21046

2023

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Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series

Scientific reports, 2013-05, Vol.3 (1), p.1898-1898, Article 1898

2013

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Quantifying Synergistic Information Using Intermediate Stochastic Variables

Entropy (Basel, Switzerland), 2017-02, Vol.19 (2), p.85-85

2017

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Questionnaire data analysis using information geometry

Scientific reports, 2020-05, Vol.10 (1), p.8633-8633, Article 8633

2020

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Inferring temporal dynamics from cross-sectional data using Langevin dynamics

Royal Society open science, 2021-11, Vol.8 (11), p.211374-211374

2021

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Modelling the Influence of Regional Identity on Human Migration

Urban science, 2019-09, Vol.3 (3), p.78

2019

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Understanding multimorbidity requires sign-disease networks and higher-order interactions, a perspective

Frontiers in Systems Biology (Online), 2023-06, Vol.3

2023

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Dynamic importance of network nodes is poorly predicted by static structural features

Physica A, 2022-05, Vol.593, p.126889, Article 126889

2022

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Information Processing Features Can Detect Behavioral Regimes of Dynamical Systems

Complexity (New York, N.Y.), 2018-01, Vol.2018 (1)

2018

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Applying Information Theory to Neuronal Networks: From Theory to Experiments

Entropy, 2014-11, Vol.16 (11), p.5721-5737

2014

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Spontaneous cooperation for public goods

The Journal of mathematical sociology, 2021-07, Vol.45 (3), p.183-191

2021

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How exposure to chronic stress contributes to the development of type 2 diabetes: A complexity science approach

Frontiers in neuroendocrinology, 2022-04, Vol.65, p.100972-100972, Article 100972

2022

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Social norms and obesity prevalence: From cohort to system dynamics models

Obesity reviews, 2020-09, Vol.21 (9), p.e13044-n/a

2020

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An individualized systems model to optimize Alzheimer’s disease prevention strategies

Alzheimer's & dementia, 2021-12, Vol.17 (S10), p.n/a

2021

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Exploring the potential impact of multi-factor precision interventions in Alzheimer’s disease with system dynamics

Journal of biomedical informatics, 2023-09, Vol.145, p.104462-104462, Article 104462

2023

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Uncovering the multicausality of Alzheimer’s disease: A systems modeling approach: Epidemiology / Risk and protective factors in MCI and dementia

Alzheimer's & dementia, 2020-12, Vol.16 (S10)

2020

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Uncovering the multicausality of Alzheimer’s disease: A systems modeling approach

Alzheimer's & dementia, 2020-12, Vol.16, p.n/a

2020

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Anomaly Detection in Clinical Data of Patients Undergoing Heart Surgery

Procedia computer science, 2017, Vol.108, p.99-108

2017

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Luminescence and density banding patterns in massive Porites corals around the Thai-Malay Peninsula, Southeast Asia

Limnology and oceanography, 2016-11, Vol.61 (6), p.2003-2026

2016

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Luminescence and density banding patterns in massive Porites corals around the Thai-Malay Peninsula, Southeast Asia: Luminescence and density banding in Porites

Limnology and oceanography, 2016-11, Vol.61 (6), p.2003-2026

2016

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A data-driven computational model for obesity-driven diabetes onset and remission through weight loss

iScience, 2023-11, Vol.26 (11), p.108324-108324, Article 108324

2023

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Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction-diffusion model

Journal of statistical mechanics, 2016-04, Vol.2016 (4), p.43301

2016

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Inferring causation from time series in Earth system sciences

Understanding the impact of exposure to adverse socioeconomic conditions on chronic stress from a complexity science perspective

Evaluating the performance of multivariate indicators of resilience loss

Using network analysis to identify leverage points based on causal loop diagrams leads to false inference

Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series

Quantifying Synergistic Information Using Intermediate Stochastic Variables

Questionnaire data analysis using information geometry

Inferring temporal dynamics from cross-sectional data using Langevin dynamics

Modelling the Influence of Regional Identity on Human Migration

Understanding multimorbidity requires sign-disease networks and higher-order interactions, a perspective

Dynamic importance of network nodes is poorly predicted by static structural features

Information Processing Features Can Detect Behavioral Regimes of Dynamical Systems

Applying Information Theory to Neuronal Networks: From Theory to Experiments

Spontaneous cooperation for public goods

How exposure to chronic stress contributes to the development of type 2 diabetes: A complexity science approach

Social norms and obesity prevalence: From cohort to system dynamics models

An individualized systems model to optimize Alzheimer’s disease prevention strategies

Exploring the potential impact of multi-factor precision interventions in Alzheimer’s disease with system dynamics

Uncovering the multicausality of Alzheimer’s disease: A systems modeling approach: Epidemiology / Risk and protective factors in MCI and dementia

Uncovering the multicausality of Alzheimer’s disease: A systems modeling approach

Anomaly Detection in Clinical Data of Patients Undergoing Heart Surgery

Luminescence and density banding patterns in massive Porites corals around the Thai-Malay Peninsula, Southeast Asia

Luminescence and density banding patterns in massive Porites corals around the Thai-Malay Peninsula, Southeast Asia: Luminescence and density banding in Porites

A data-driven computational model for obesity-driven diabetes onset and remission through weight loss

Information geometric analysis of phase transitions in complex patterns: the case of the Gray-Scott reaction-diffusion model

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