Topical Advisory Panel
- Thermodynamics Section
- Statistical Physics Section
- Information Theory, Probability and Statistics Section
- Quantum Information Section
- Multidisciplinary Applications Section
- Complexity Section
- Entropy and Biology Section
- Signal and Data Analysis Section
- Astrophysics, Cosmology, and Black Holes Section
- Time Section
- Entropy Reviews Section
- Non-equilibrium Phenomena Section
Members
Interests: satellite geodesy; stochastic model analysis; sea level
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2. Center for Artificial Intelligence and Machine Learning CAMIL, Poznan University of Technology, 60-965 Poznań, Poland
Interests: machine learning; deep learning; natural language processing; network science
Interests: quantum pumping; quantum coherent electronics; dynamical heat transport
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Interests: fractional order calculus; chaotic systems and their applications; hidden attractors; mathematical modeling; chaos theory; synchronization; random number generators
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Interests: statistical modelling; Bayesian statistics; spatial statistics
Interests: quantum algorithm; quantum computing; quantum communication; quantum non-locality; foundations of quantum mechanics
Interests: Bayesian methods; statistical computing; spatial statistics; high-dimensional data; statistical modeling; neuroimaging statistics
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Interests: complex networks; financial networks; machine learning; ethics and machine learning
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Interests: computational intelligence; computational systems biology; high-performance computing
Interests: cosmological parameters; dark matter; dark energy; gravitational waves; modified gravity; tests of general relativity
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Interests: metaheuristic algorithms; bioinspired computation; image processing; machine learning; optimization
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Interests: machine learning; deep learning; anomaly detection; trustworthy AI; explainable AI; AI verification and verifiability; AI morality
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Interests: machine intelligence; machine learning; knowledge discovery; (intelligent) information systems; knowledge-based systems; recommender systems; text analysis; community question answering; (social) network/media analysis; decision support; behavioral analysis; semistructured data analysis; data mining
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Interests: data science; data engineering; scalable machine learning; distributed computing; streaming data; information visualization; software engineering; open source software
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Interests: plasma physics; kinetic theory; space physics; data analysis; information theory
Interests: data mining; machine learning; ensemble learning methods; online learning; anomaly detection; applications of machine learning and data mining
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Interests: applied probability; probabilistic logics; quality control; queueing networks; stochastic models of computing; stochastic ordering; stochastic processes
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Interests: information theory; censored data; nonparametric entropy estimation; Fisher information
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Interests: active inference; Bayesian mechanics; theoretical neurobiology; computational neurology
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Interests: data privacy; database anonymization; differential privacy; privacy-enhancing technologies
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Interests: bayesian nonparametrics; high-dimensional data analysis
Interests: random matrix; statistical physics; quantum information
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Interests: asymptotic and nonparametric statistics; multivariate analysis; resampling and statistical/machine learning in theory and practice; survival and time series analysis
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Interests: distributed systems and algorithms; data intensive computing platforms; large scale machine learning and deep learning
Interests: analog circuits; computer-aided analysis; chaos theory; nonlinear dynamics; numerical methods
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Interests: graphical models; variational methods; application to epidemiology and ecology
Interests: quantum technologies (especially quantum metrology and quantum communication); quantum measurement; single and entangled photons generation and detection; quantum mechanics foundations investigation
Interests: information and inference; statistics; statistical learning theory; information geometry; machine learning; safety AI; statistical privacy
Interests: information processing in complex systems; neural coding; structure-function relationships in neural networks; normative models of neural function; perceptual decision-making; neuroinformatics
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Interests: algorithmic game theory; machine learning; economics; blockchain