𝗛𝗼𝘄 𝗱𝗼 𝘄𝗲 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗲 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗼𝗳 𝗱𝘆𝗻𝗮𝗺𝗶𝗰𝗮𝗹 𝘀𝘆𝘀𝘁𝗲𝗺𝘀?
New approach: doi.org/10.1073/pnas...
#complexsystems
New approach: doi.org/10.1073/pnas...
#complexsystems
August 5, 2025 at 3:33 PM
𝗛𝗼𝘄 𝗱𝗼 𝘄𝗲 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗲 𝗽𝗿𝗲𝗱𝗶𝗰𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗼𝗳 𝗱𝘆𝗻𝗮𝗺𝗶𝗰𝗮𝗹 𝘀𝘆𝘀𝘁𝗲𝗺𝘀?
New approach: doi.org/10.1073/pnas...
#complexsystems
New approach: doi.org/10.1073/pnas...
#complexsystems
*The architecture of living systems*
Ambitious treatment of the physics of living systems
Some quibbles but impressive!
iopscience.iop.org/article/10.1...
#complexsystems
Ambitious treatment of the physics of living systems
Some quibbles but impressive!
iopscience.iop.org/article/10.1...
#complexsystems
December 20, 2025 at 6:08 PM
*The architecture of living systems*
Ambitious treatment of the physics of living systems
Some quibbles but impressive!
iopscience.iop.org/article/10.1...
#complexsystems
Ambitious treatment of the physics of living systems
Some quibbles but impressive!
iopscience.iop.org/article/10.1...
#complexsystems
I talk quite a lot about the importance of taking a 'complex systems' approach to understanding certain systems, such as big organisations or the economy.
#complexsystems #highreliabilityorganisations #safety
#complexsystems #highreliabilityorganisations #safety
April 9, 2025 at 3:29 AM
November 20, 2025 at 3:09 PM
Network Medicine is entering a new phase: one that demands we rethink how we study, model and ultimately treat complex diseases.
www.sciencedirect.com/science/arti...
#ComplexSystems #NetworkScience #Medicine #MedSky 🧪🧬🌐
🧵 1/
www.sciencedirect.com/science/arti...
#ComplexSystems #NetworkScience #Medicine #MedSky 🧪🧬🌐
🧵 1/
November 23, 2025 at 12:00 PM
Network Medicine is entering a new phase: one that demands we rethink how we study, model and ultimately treat complex diseases.
www.sciencedirect.com/science/arti...
#ComplexSystems #NetworkScience #Medicine #MedSky 🧪🧬🌐
🧵 1/
www.sciencedirect.com/science/arti...
#ComplexSystems #NetworkScience #Medicine #MedSky 🧪🧬🌐
🧵 1/
The moment you've all been waiting for! It's Te Pūnaha Matatini's starter pack 🎁
Follow along with the #ComplexSystems community in Aotearoa New Zealand 🧪
Follow along with the #ComplexSystems community in Aotearoa New Zealand 🧪
November 25, 2024 at 7:30 PM
The moment you've all been waiting for! It's Te Pūnaha Matatini's starter pack 🎁
Follow along with the #ComplexSystems community in Aotearoa New Zealand 🧪
Follow along with the #ComplexSystems community in Aotearoa New Zealand 🧪
The debate about higher-order networks continues.
It’s moving towards a fruitful discussion, but it needs time.
I unpack for #ComplexityThoughts my take on a recent paper appeared on the arXiv:
manlius.substack.com/p/do-higher-...
#ComplexSystems
It’s moving towards a fruitful discussion, but it needs time.
I unpack for #ComplexityThoughts my take on a recent paper appeared on the arXiv:
manlius.substack.com/p/do-higher-...
#ComplexSystems
September 21, 2026 at 5:47 PM
The debate about higher-order networks continues.
It’s moving towards a fruitful discussion, but it needs time.
I unpack for #ComplexityThoughts my take on a recent paper appeared on the arXiv:
manlius.substack.com/p/do-higher-...
#ComplexSystems
It’s moving towards a fruitful discussion, but it needs time.
I unpack for #ComplexityThoughts my take on a recent paper appeared on the arXiv:
manlius.substack.com/p/do-higher-...
#ComplexSystems
“we might add “natural cooperation” as a third fundamental principle of evolution beside mutation and natural selection”
🧪 #ComplexSystems #Evolution
www.science.org/doi/pdf/10.1...
🧪 #ComplexSystems #Evolution
www.science.org/doi/pdf/10.1...
October 23, 2025 at 4:45 PM
“we might add “natural cooperation” as a third fundamental principle of evolution beside mutation and natural selection”
🧪 #ComplexSystems #Evolution
www.science.org/doi/pdf/10.1...
🧪 #ComplexSystems #Evolution
www.science.org/doi/pdf/10.1...
A starter pack for researchers interested in #ComplexSystems. Complex system science investigates how interactions among multiple parts lead to collective behaviour, as well as how the system interacts and forms links with its environment - please add your name!
go.bsky.app/FNYZ61y
go.bsky.app/FNYZ61y
November 12, 2024 at 4:40 PM
A starter pack for researchers interested in #ComplexSystems. Complex system science investigates how interactions among multiple parts lead to collective behaviour, as well as how the system interacts and forms links with its environment - please add your name!
go.bsky.app/FNYZ61y
go.bsky.app/FNYZ61y
𝗜𝘀 𝘁𝗵𝗲 𝗯𝗿𝗮𝗶𝗻 𝗮 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗻𝗲𝘁𝘄𝗼𝗿𝗸?
In a sense yes, but does network science help us understand the brain as a complex system? Intriguing paper.
If anything the paper has 800+ refs!
#neuroskyence #complexsystems
doi.org/10.1016/j.pl...
In a sense yes, but does network science help us understand the brain as a complex system? Intriguing paper.
If anything the paper has 800+ refs!
#neuroskyence #complexsystems
doi.org/10.1016/j.pl...
November 10, 2025 at 6:14 PM
𝗜𝘀 𝘁𝗵𝗲 𝗯𝗿𝗮𝗶𝗻 𝗮 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗻𝗲𝘁𝘄𝗼𝗿𝗸?
In a sense yes, but does network science help us understand the brain as a complex system? Intriguing paper.
If anything the paper has 800+ refs!
#neuroskyence #complexsystems
doi.org/10.1016/j.pl...
In a sense yes, but does network science help us understand the brain as a complex system? Intriguing paper.
If anything the paper has 800+ refs!
#neuroskyence #complexsystems
doi.org/10.1016/j.pl...
The beauty of #ArtificialLife research
#ComplexSystems #ComplexNetworks 🧪🧬🌐
direct.mit.edu/isal/proceed...
#ComplexSystems #ComplexNetworks 🧪🧬🌐
direct.mit.edu/isal/proceed...
March 26, 2025 at 10:35 AM
The beauty of #ArtificialLife research
#ComplexSystems #ComplexNetworks 🧪🧬🌐
direct.mit.edu/isal/proceed...
#ComplexSystems #ComplexNetworks 🧪🧬🌐
direct.mit.edu/isal/proceed...
If you feel that BlueSky is “different“ from X, the data supports you :)
Using a network of 15M users (56% of the platform) we find that the probability that the log-normal law is wrong wrt to the power-law is just ~7%
Why that matters? Pop 🧵 follows!
1/
#scaling #NetSky #ComplexSystems 🧪
Using a network of 15M users (56% of the platform) we find that the probability that the log-normal law is wrong wrt to the power-law is just ~7%
Why that matters? Pop 🧵 follows!
1/
#scaling #NetSky #ComplexSystems 🧪
January 8, 2025 at 9:55 AM
If you feel that BlueSky is “different“ from X, the data supports you :)
Using a network of 15M users (56% of the platform) we find that the probability that the log-normal law is wrong wrt to the power-law is just ~7%
Why that matters? Pop 🧵 follows!
1/
#scaling #NetSky #ComplexSystems 🧪
Using a network of 15M users (56% of the platform) we find that the probability that the log-normal law is wrong wrt to the power-law is just ~7%
Why that matters? Pop 🧵 follows!
1/
#scaling #NetSky #ComplexSystems 🧪
Friends, colleagues, from #physics #ComplexSystems #Neuroscience #biology #evolution (biological, cultural,...), serious question looking for technical and well motivated answers if possible (ground for a future #ComplexityThoughts) :
Is evolution an engineer, a tinkerer or an artist?
Is evolution an engineer, a tinkerer or an artist?
November 27, 2024 at 7:15 AM
Friends, colleagues, from #physics #ComplexSystems #Neuroscience #biology #evolution (biological, cultural,...), serious question looking for technical and well motivated answers if possible (ground for a future #ComplexityThoughts) :
Is evolution an engineer, a tinkerer or an artist?
Is evolution an engineer, a tinkerer or an artist?
If we want to understand causation in complex systems, we need to understand the role of Positive Feedback.
⚛️🧪 #complexsystems #highreliabilityorganisations
⚛️🧪 #complexsystems #highreliabilityorganisations
May 29, 2025 at 8:31 AM
Universal Learning of Nonlinear Dynamics
One more cool paper on this. This one is mathematical but a nice overview of existing methods for mere mortals.
arxiv.org/abs/2508.11990
#ComplexSystems
One more cool paper on this. This one is mathematical but a nice overview of existing methods for mere mortals.
arxiv.org/abs/2508.11990
#ComplexSystems
August 20, 2025 at 8:09 PM
Universal Learning of Nonlinear Dynamics
One more cool paper on this. This one is mathematical but a nice overview of existing methods for mere mortals.
arxiv.org/abs/2508.11990
#ComplexSystems
One more cool paper on this. This one is mathematical but a nice overview of existing methods for mere mortals.
arxiv.org/abs/2508.11990
#ComplexSystems
At first glance, looks like a Gray–Scott reaction-diffusion
But it’s a fertilized starfish 🥚: proteins self-organizing into spiral waves across the membrane
Same dynamics seen in ❤️/🧠/🌊, even quantum fluids. Universality in action!
#ComplexSystems
news.mit.edu/2020/growth-...
But it’s a fertilized starfish 🥚: proteins self-organizing into spiral waves across the membrane
Same dynamics seen in ❤️/🧠/🌊, even quantum fluids. Universality in action!
#ComplexSystems
news.mit.edu/2020/growth-...
December 9, 2025 at 9:03 PM
At first glance, looks like a Gray–Scott reaction-diffusion
But it’s a fertilized starfish 🥚: proteins self-organizing into spiral waves across the membrane
Same dynamics seen in ❤️/🧠/🌊, even quantum fluids. Universality in action!
#ComplexSystems
news.mit.edu/2020/growth-...
But it’s a fertilized starfish 🥚: proteins self-organizing into spiral waves across the membrane
Same dynamics seen in ❤️/🧠/🌊, even quantum fluids. Universality in action!
#ComplexSystems
news.mit.edu/2020/growth-...
Nothing in biology makes sense except through time www.bigbiology.org/episodes/202...
Ep 109: Nothing in biology makes sense except through time (with Kevin Mitchell) — Big Biology Podcast
How do living things exert agency in a world of strict physical and chemical laws? Do humans have free will? In this episode, we talk with Kevin Mitchell , an Associate Professor of Genetic...
www.bigbiology.org
October 27, 2024 at 3:14 PM
🚀 The Frey Group is now on Bluesky! 🌐
We explore statistical physics, biophysics, and nonequilibrium systems. From active matter to self-organization in biology, we uncover fundamental principles of complex systems.
#Physics #Biophysics #ActiveMatter #ComplexSystems #TheoreticalPhysics
We explore statistical physics, biophysics, and nonequilibrium systems. From active matter to self-organization in biology, we uncover fundamental principles of complex systems.
#Physics #Biophysics #ActiveMatter #ComplexSystems #TheoreticalPhysics
March 17, 2025 at 9:03 PM
🚀 The Frey Group is now on Bluesky! 🌐
We explore statistical physics, biophysics, and nonequilibrium systems. From active matter to self-organization in biology, we uncover fundamental principles of complex systems.
#Physics #Biophysics #ActiveMatter #ComplexSystems #TheoreticalPhysics
We explore statistical physics, biophysics, and nonequilibrium systems. From active matter to self-organization in biology, we uncover fundamental principles of complex systems.
#Physics #Biophysics #ActiveMatter #ComplexSystems #TheoreticalPhysics
🚨 New paper from @comunelab.bsky.social !
We review the latent geometry emerging from network-driven processes, with an eye to network functionality and applications from biological systems to infrastructures.
👉 arxiv.org/abs/2506.09616
#ComplexSystems #NetworkScience 🧪🌐
Short 🧵 1/
We review the latent geometry emerging from network-driven processes, with an eye to network functionality and applications from biological systems to infrastructures.
👉 arxiv.org/abs/2506.09616
#ComplexSystems #NetworkScience 🧪🌐
Short 🧵 1/
June 12, 2025 at 4:28 PM
🚨 New paper from @comunelab.bsky.social !
We review the latent geometry emerging from network-driven processes, with an eye to network functionality and applications from biological systems to infrastructures.
👉 arxiv.org/abs/2506.09616
#ComplexSystems #NetworkScience 🧪🌐
Short 🧵 1/
We review the latent geometry emerging from network-driven processes, with an eye to network functionality and applications from biological systems to infrastructures.
👉 arxiv.org/abs/2506.09616
#ComplexSystems #NetworkScience 🧪🌐
Short 🧵 1/
Last week 160 researchers and practitioners gathered in Aotearoa New Zealand for the Capital City Complex Systems Symposium #cccss26 #complexsystems 🧵 🧪
March 3, 2026 at 2:25 AM
Last week 160 researchers and practitioners gathered in Aotearoa New Zealand for the Capital City Complex Systems Symposium #cccss26 #complexsystems 🧵 🧪
🚨 Thrilled to release the official repository of the @comunelab.bsky.social!
It centralizes access to decade-long research outputs, including 57 data sets and 22 code libraries.
A titanic effort: 28,000 lines of code
We hope to accelerate #openScience in #ComplexSystems
👉 github.com/CoMuNeLab
It centralizes access to decade-long research outputs, including 57 data sets and 22 code libraries.
A titanic effort: 28,000 lines of code
We hope to accelerate #openScience in #ComplexSystems
👉 github.com/CoMuNeLab
September 30, 2025 at 3:16 PM
🚨 Thrilled to release the official repository of the @comunelab.bsky.social!
It centralizes access to decade-long research outputs, including 57 data sets and 22 code libraries.
A titanic effort: 28,000 lines of code
We hope to accelerate #openScience in #ComplexSystems
👉 github.com/CoMuNeLab
It centralizes access to decade-long research outputs, including 57 data sets and 22 code libraries.
A titanic effort: 28,000 lines of code
We hope to accelerate #openScience in #ComplexSystems
👉 github.com/CoMuNeLab
The problem with 'reductionism' when applied to complex systems.
For more discussion, go to www.youtube.com/watch?v=yA1...
🧪⚛️ #complexsystems #complexity
For more discussion, go to www.youtube.com/watch?v=yA1...
🧪⚛️ #complexsystems #complexity
April 18, 2025 at 4:30 PM
The problem with 'reductionism' when applied to complex systems.
For more discussion, go to www.youtube.com/watch?v=yA1...
🧪⚛️ #complexsystems #complexity
For more discussion, go to www.youtube.com/watch?v=yA1...
🧪⚛️ #complexsystems #complexity
A visionary Ross Ashby writing this, 62 years ago:
“A type of system that deserves much more thorough investigation is the large system that is built of parts that have many states of equilibrium”
csis.pace.edu/~marchese/CS...
#ComplexSystems #Cybernetics
“A type of system that deserves much more thorough investigation is the large system that is built of parts that have many states of equilibrium”
csis.pace.edu/~marchese/CS...
#ComplexSystems #Cybernetics
November 16, 2024 at 5:04 PM
A visionary Ross Ashby writing this, 62 years ago:
“A type of system that deserves much more thorough investigation is the large system that is built of parts that have many states of equilibrium”
csis.pace.edu/~marchese/CS...
#ComplexSystems #Cybernetics
“A type of system that deserves much more thorough investigation is the large system that is built of parts that have many states of equilibrium”
csis.pace.edu/~marchese/CS...
#ComplexSystems #Cybernetics
How far can you compress a complex system?
🚨 In our latest paper we collapse high-dim compartmental models (from epidemics to ecosystems) into a single 1-D equation using quantum-inspired math, exposing universal phase transitions #ComplexSystems 👇👇👇
journals.aps.org/prx/abstract...
🚨 In our latest paper we collapse high-dim compartmental models (from epidemics to ecosystems) into a single 1-D equation using quantum-inspired math, exposing universal phase transitions #ComplexSystems 👇👇👇
journals.aps.org/prx/abstract...
July 17, 2025 at 9:54 AM
How far can you compress a complex system?
🚨 In our latest paper we collapse high-dim compartmental models (from epidemics to ecosystems) into a single 1-D equation using quantum-inspired math, exposing universal phase transitions #ComplexSystems 👇👇👇
journals.aps.org/prx/abstract...
🚨 In our latest paper we collapse high-dim compartmental models (from epidemics to ecosystems) into a single 1-D equation using quantum-inspired math, exposing universal phase transitions #ComplexSystems 👇👇👇
journals.aps.org/prx/abstract...