Kamaludin Dingle
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Publications

Retrodicting chaotic dynamical systems: an algorithmic information approach
Submitted (2025)
K. Dingle, B. Hamzi, M. Hutter, H. Owhadi

Bounding phenotype transition probabilities via conditional complexity
Submitted (2024)

K. Dingle, P. Hagolani, R. Zimm, M. Umar, S. O'Sullivan, A. Louis

Exploring simplicity bias in 1D dynamical systems
Entropy 26(5) 426 (2024)
K. Dingle,
M. Alaskandarani, B. Hamzi, A. Louis

Simplicity bias, algorithmic probability, and the random logistic map
Physica D: Nonlinear Phenomena 
134160 (2024)
B. Hamzi and K. Dingle


Bounds on learning with power-law priors
Bulletin of the American Physical Society (2024)
S. Ridout, I. Nemenman, A. Louis, C. Mingard, R. Grabarczyk, K. Dingle, G. Valle Pérez, C. London

Is evolution predictable?
The ScienceBreaker  (2023)
K. Dingle
[This is a "popular science" article, aimed at the general public]

Maximum mutational robustness in genotype-phenotype maps follows a self-similar blancmange-like curve
Journal of the Royal Society Interface  20:204 (2023)
V. Mohanty, S. Greenbury, T. Sarkany, S. Narayanan, K. Dingle, S. Ahnert, and A. Louis
See also this Phys.org coverage of the paper

Nature favors simplicity and symmetry in biological forms
The ScienceBreaker 9 (2) (2023)
K. Dingle
[This is a "popular science" article, aimed at the general public]

Low complexity, low probability patterns and consequences for algorithmic probability applications
Complexity  9696075 (2023)
M. Alaskandarani and K. Dingle

Multiclass classification utilising an estimated algorithmic probability prior
Physica D: Nonlinear Phenomena 133713 (2023)
K. Dingle, P. Batlle, H. Owhadi

Random and natural non-coding RNA have similar structural motif patterns
but differ in bulge, loop, and bond counts

Life 13(3), 708 (2023)
F. Ghaddar and K. Dingle

Quantitative Analyses of Cytokine Profiles Reveal Hormone-Mediated Modulation
of Cytokine Profiles in Recurrent Spontaneous Miscarriage

Cytokine  164:156160 (2023)
K. Dingle, O. Kassem, F. Azizieh, G. AbdulHussain, R. Raghupathy

A Note on A Priori Forecasting and Simplicity Bias in Time Series
Physica A: Statistical Mechanics and its Applications 128339 (2023)
K. Dingle, R. Kamal, B. Hamzi

Predicting phenotype transition probabilities via conditional
algorithmic probability approximations

Journal of the Royal Society Interface  19:20220694 (2022)
K. Dingle, J. Novev, S. Ahnert, A. Louis

Fitness, Optima, and Simplicity
preprint (2022)
K. Dingle

Optima and Simplicity in Nature
preprint (2022)
K. Dingle

Reply to Ocklenburg et al: The interplay of developmental bias and natural selection
Proceedings of the National Academy of Science (PNAS) 119:28 (2022)
I. G. Johnston, K. Dingle, S. F. Greenbury, C. Q. Camargo, J. P. K. Doye, S. Ahnert, A. A. Louis

Symmetry and simplicity spontaneously emerge from the algorithmic nature of evolution
Proceedings of the National Academy of Science (PNAS) 119:11 (2022)
I. G. Johnston*, K. Dingle*, S. F. Greenbury, C. Q. Camargo, J. P. K. Doye, S. Ahnert, A. A. Louis
*= co-first authors
See also Oxford summary of the paper, and ScienceDaily, the New York Times, and Le Monde (in French), Editor's pick for Nature Reviews Physics

Phenotype bias determines how RNA structures occupy the morphospace of all possible shapes
Molecular Biology and Evolution Volume 39, Issue 1,  msab280 (2022)
K. Dingle, F. Ghaddar, P. Sulc, A. A. Louis
​​
Mechanistic modelling of COVID-19 and the impact of lockdowns on a short timescale
PLoS ONE  16(10):e0258084 (2021)
D. Ahmed, A. Ansari, M. Imran, K. Dingle, N. Ahmed, M. Bonsall

CytokineExplore: An online tool for statistical analysis of cytokine concentration datasets
Journal of Inflammation Research (2020) 13:401 - 410
O. Kassem,  A. Al-Saleh,  F. Azizieh, K. Dingle
*New* link to CytokineExplore tool website

Generic predictions of output probability based on complexities of inputs and outputs
Scientific Reports (Springer Nature) (2020) 10:4415
K. Dingle, G. Valle Perez, A. A. Louis 
​
Multivariate comparison of cytokine profiles for normal and low bone density subjects
Diagnostics (2019) 9(4)
K. Dingle and F. Azizieh

Establishing a many-cytokine signature via multivariate anomaly detection
Scientific Reports (Springer Nature)  (2019) 9:9684  
K. Dingle,  A. Zimek, F. Azizieh, A.R. Ansari

Input-output maps are strongly biased towards simple outputs  
Nature Communications  (2018)  9(761)
K. Dingle, C. Camargo, A. A. Louis 
See also news article in Phys.org and Oxford blog post on simplicity bias
and Nature Physics commentary

Multivariate study of cytokine profiles in pregnancy complications  
The American Journal of Reproductive Immunology (2018) 79(3) e12818
 F. Azizieh, K. Dingle, K. Johnson, J. VanderPlas, R. Raghupathy, A. R. Ansari
(This paper was in the  journal's top 20 downloaded articles)

Patterns of circulatory and peripheral blood mononuclear cytokines in rheumatoid arthritis 
Rheumatology International (2017) 37(10), 1727-1734 
F. Azizieh, K. Al Jarallah, D. Shehab, R. Gupta, K. Dingle, R. Raghupathy 
(See also in BSR Rheumatology Conference (link)) 

Association of self-reported symptoms with serum levels of vitamin D and multivariate cytokine profile in healthy women
Journal of Inflammation Research Volume 2017:10 Pages 19-28
 
F. Azizieh, K. Alyahya,  K. Dingle
​
The structure of the genotype-phenotype map strongly constrains the evolution of non-coding RNA.
Interface Focus (2015) 5 20150053
K. Dingle, S. Schaper and A. A. Louis 

DPhil (PhD) thesis, Oxford University (2014)
Title: Probabilistic bias in genotype-phenotype maps 
Keywords:  information theory, biological evolution, mathematical biology, probability
Thesis supervisor: Ard A. Louis

Correlation of automorphism group size and topological properties with program-size complexity evaluations of graphs and complex networks.
 Physica A: Statistical Mechanics and its Applications (2014) 404, 341-358
H. Zenil, F. Soler-Toscano, K. Dingle and A.A. Louis 

Knudsen’s law and random billiards in irrational triangles. 
Nonlinearity 26 (2013) 369-388
K. Dingle, J. Lamb, and J.A. Lazaro-Cami

See also my  Google Scholar page and ResearchGate
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