Workshop on
time-series analysis of noisy data
Workshop on
time-series analysis of noisy data
13-15 September 2023, Lancaster, UK
How to distinguish oscillations from noise?
Wednesday 13 September
|
Time |
Speaker/event |
|
09.00-10.00 |
Registration |
|
10.00-11.00 |
Introduction, what do we mean by noise? |
|
11.00-11.30 |
Coffee |
|
11.30-12.30 |
Auto-correlation, Fourier transform and wavelet transform Philip Clemson |
|
12.30-14.00 |
Lunch |
|
14.00-15.00 |
Wavelet phase coherence and surrogates Gemma Lancaster |
|
15.00-15:45 |
Entropy and information approach to studying interactions Daniele Marinazzo |
|
15:45-16.15 |
Coffee |
|
16.15-17.00 |
Finite-time and non-autonomous dynamics Julian Newman |
|
17.00-18.30 |
MODA practical session on phase coherence using surrogates |
|
18.30-19.30 |
Reception (with snacks) and poster session |
Thursday 14th September
|
Time |
Speaker |
|
09.00-10.00 |
Time-series analysis of nonlinear data Holger Kantz |
|
10.00-10.45 |
Frequency-based approach to higher order interactions Daniele Marinazzo |
|
10.45-11.15 |
Coffee |
|
11.15-12.15 |
Complexity and entropy Pedro Mediano |
|
12.15-12.45 |
Apparent universality of 1/f spectra as an artefact of finite-size effects |
|
12.45-14.00 |
Lunch |
|
14.00-15.00 |
Model-based approach to data analysis Spase Petkoski |
|
15.00-15.15 |
Example 1: The cardio-respiratory system at three ambient temperatures Juliane Bjerkan |
|
15.15-15.30 |
Example 2: Ion channels’ cooperativity – what can we read from time series analysis? Paulina Trybek |
|
15.30-16.00 |
Coffee |
|
16.00-18.00 |
MODA practical session on bispectral analysis; the role of harmonics in couplings |
|
19.00 |
Dinner Barker House Farm |
Friday 15th September
|
Time |
Speaker |
|
09.30-10.30 |
Couplings and coupling functions Tomislav Stankovski |
|
10.30-11.00 |
Coffee |
|
11.00-11.45 |
Wavelet bispectrum |
|
11.45-12.00 |
Example 3: Wavelet determination of scaling exponents and intermittency as seen by Solar Orbiter Alina Bendt |
|
12.00-12.15 |
Example 4: Extracting information from time series data from rechargeable batteries Marcus Wilson |
|
12.15-13.30 |
Lunch |
|
13.30-15.30 |
MODA practical session on couplings and coupling functions |
|
15.30-16.00 |
Coffee |
|
16.00-17.00 |
Discussion, closing remarks |
|
Practical sessions |
Breaks / food |
Talks |
Discussion |