Chaitanya Gokhale
@gokhalecs.bsky.social
270 followers 440 following 16 posts
Professor of Theoretical Biology at the University of Würzburg
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Reposted by Chaitanya Gokhale
scinews.bsky.social
Why would anyone want to be a scientist?

"Doing good science requires the utmost exertion of body, mind and spirit, yet is consistently filled with failure and rejection."

journals.biologists.com/jcs/article/...
gokhalecs.bsky.social
Some really fantastic work here on hammering down a viable path to endosymbiosis via genomic plasticity and the dependence evolution!
vesnagrujcic.bsky.social
How do microbes become permanent partners? 🌊🔬🦠 Check out our new study published in Current Biology showing how cyanobacterial genomes evolve step-by-step into endosymbionts of diatoms. www.sciencedirect.com/science/arti...
@currentbiology.bsky.social @mehrshmali.bsky.social
gokhalecs.bsky.social
Highly recommend this great opportunity to develop #theory together with @kostchristian.bsky.social and group who are simply a wonderful bunch!!
kostchristian.bsky.social
I am excited to announce that the position of a senior postdoc (3 +3 years) in the field of theoretical biology is available in my group.

The position provides the opportunity to closely interact with experimentalists and develop own research projects.

Please RT.

Details 👇:
shorturl.at/iiiOv
116 FB 5 Research Assistant (m/f/d) field of Theoretical Ecology and Evolution or Computational Biology: Uni Osnabrück
shorturl.at
Reposted by Chaitanya Gokhale
evodynamics.bsky.social
I wrote an Insight piece to accompany new work by Matthijs van Veelen on incorporating nonlinearity into Hamilton's rule.

elifesciences.org/articles/108...

TL;DR: The future of evolutionary theory is nonlinear, and our mathematical tools should reflect that.
Figure from Allen (2025): Linear and nonlinear regression models for the benefits of helping behavior.

(A) A standard approach to quantifying the benefit b
and cost c of cooperation is to apply a linear regression model of the form w=w0−cp+bq+ϵ, where w is an individual’s offspring number, w0 is a constant term, p is the genetic propensity of the individual to cooperate, q is the genetic propensity of the individual’s partner to cooperate, and ϵ is a residual term. Benefit and cost are then determined by applying least-squares regression to population data for a single generation. Here, for simplicity, we show hypothetical data for w and q only (blue points), ignoring the effects of p. In this scenario, offspring number peaks at an intermediate level of help. Fitting a linear model w=w0+bq+ϵ (orange line) results in a “benefit” b that sheds little light on the nature of the cooperative trait. (B) Fitting a quadratic model w=w0+b0,1q+b0,2q2+ϵ (orange curve), as van Veelen’s framework allows for, yields a more informative characterization of cooperation in this scenario.
gokhalecs.bsky.social
So glad you had a good time! It’s a magical place to be!
ma-ramirez.bsky.social
Amazing time at the Santa Fe Institute Complex Systems Summer School! 🤠🌵🌅📚🌌
Learnt a lot about network science, scaling laws, emergence, collective phenomena, ... and had a blast doing it. Thanks to everyone for such an unforgettable experience!
@sfiscience.bsky.social #ComplexSystems #Complexity
gokhalecs.bsky.social
Both of these projects are experiences for the students to learn coding interactive games and the products can be used for exploratory research, outreach, and teaching. Thank you so much to the GameLab instructors and the participants for including us and for the great prototypes!
gokhalecs.bsky.social
In EcoSims you choose between hunting, foraging, managing pastures and maintaining a healthy ecosystem where realtime decision-making can be prototyped.
gokhalecs.bsky.social
In Game Theory in the Uncanny Valley can you tell if you’re cooperating with a human or an AI? Blurring lines between who we interact with in an increasingly digitised world..
gokhalecs.bsky.social
🎮🧠 Theory meets reality @uni-wuerzburg.de Informatics Expo. Our group collaborates with the GamesLab to ask two questions through interactive play:

1️⃣ Game Theory in the Uncanny Valley and

2️⃣ EcoSims: managing an ecosystem
gokhalecs.bsky.social
Very proud that @gauravathreya.bsky.social's brilliant work based on his Master's thesis is out as his first paper in @asn-amnat.bsky.social. Interested in host-symbiont interdependence, eukaryogenesis, evolutionary transitions in individuality, and some great theory to back it?...check out the🧵👇
gauravathreya.bsky.social
Interested in host-symbiont interdependence, eukaryogenesis, and evolutionary transitions in individuality? my first paper just came out! With @gokhalecs.bsky.social and Pete Czuppon, we study when & how individuality emerges in a host-endosymbiont collective doi.org/10.1086/737588 a short thread🧵:
figure 1 from https://doi.org/10.1086/737588 describing (a) our conceptualisation of an evolutionary transition in individuality, (b) an interpretation of the traits that we consider in our mathematical model, and (c) a graphical representation of the population dynamics in the model.
Reposted by Chaitanya Gokhale
cctb-wue.bsky.social
Join us on Wednesday, July 23, at 11:15 am for the next CCTB/Bioinfo II Seminar!
Adrian Krenzer (AI in Medicine, CAIDAS) will speak on:
“Insights from medical image analysis with artificial intelligence"
📍 John-Skilton-Straße 4a, Seminar Room 2
🍕 Pizza will be served afterwards - everyone’s welcome!
gokhalecs.bsky.social
We discussed how writing IS thinking e.g. the benefits of writers block in our recent group meeting… this editorial puts it in the LLM context ! www.nature.com/articles/s44...
Writing is thinking - Nature Reviews Bioengineering
On the value of human-generated scientific writing in the age of large-language models.
www.nature.com
Reposted by Chaitanya Gokhale
johninnescentre.bsky.social
We’re pleased to announce two new vacancies for senior roles at our institute:

Group Leader in Discovery Plant Sciences: www.jic.ac.uk/vacancies/gr...

🗓️ Closes 25 August

Independent Fellowship in Plant-Associated Microbial Interactions: www.jic.ac.uk/vacancies/in...

🗓️ Closes 5 September
gokhalecs.bsky.social
We are extending the deadline to 22 July 2025, 23:59 CET !

3rd Workshop on Evolutionary Dynamics in social, cooperative and hybrid AI #EDAI2025 🤩
📍 Bologna, Italy at #ECAI2025
📆 October 25 or 26, 2025

Please check the website for more info: edai-workshop.github.io/2025/
Reposted by Chaitanya Gokhale
cctb-wue.bsky.social
Congratulations to all authors and our very own @gokhalecs.bsky.social for putting forth this perspective on Collective Cooperative Intelligence in @pnas.org ! Check out the full special issue on #Collective #ArtificialIntelligence and Evolutionary Dynamics www.pnas.org/topic/569
Reposted by Chaitanya Gokhale
cctb-wue.bsky.social
Join us this Wednesday, June 25 at 11:00 for the next CCTB Seminar! 🧬
Dharanish Rajendra (Theoretical Biology group) will speak on:
“Learning to adapt to dangerous environments”

📍 John-Skilton-Straße 4a, Seminar Room 2

🍕 Pizza will be served afterwards—everyone’s welcome!
gokhalecs.bsky.social
Thank you @wbarfuss.bsky.social for spearheading this !
wbarfuss.bsky.social
How to cooperate for a sustainable future? We don't know (yet), but I'm thrilled to share that our new perspective piece has just been published in @pnas.org. Bridging complexity science and multiagent reinforcement learning can lead to a much-needed science of collective, cooperative intelligence.
Reposted by Chaitanya Gokhale
wbarfuss.bsky.social
How to cooperate for a sustainable future? We don't know (yet), but I'm thrilled to share that our new perspective piece has just been published in @pnas.org. Bridging complexity science and multiagent reinforcement learning can lead to a much-needed science of collective, cooperative intelligence.
Reposted by Chaitanya Gokhale
bweek.bsky.social
i made a new framework for modelling stochastic eco-evolutionary dynamics of multivariate traits !!

doi.org/10.1101/2025...
doi.org
Reposted by Chaitanya Gokhale
ma-ramirez.bsky.social
🚨 New preprint! 🌀🎲

We explore the interplay between chaotic dynamics and demographic noise in finite populations. Interestingly, we find that the strange attractor persists despite constant perturbations from noise.

@theobioarne.bsky.social G.Datseris #evosky

👉📄: arxiv.org/pdf/2504.00028
The strange attractor persists despite constant perturbations from noise.
gokhalecs.bsky.social
This postdoc position will be a fantastic mix of computational and mathematical approach towards developing a fitness landscape of the Fabry disease. Hosted by @iimog.sigmoid.social.ap.brid.gy we will be collaborating intensively on this topic.
cctb-wue.bsky.social
🚨 Postdoc opportunity!
Passionate about theoretical & computational biology? Help map the #fitnesslandscape of #Fabry disease!
Join @iimog.sigmoid.social.ap.brid.gy, @sabinefischer & @gokhalecs.bsky.social at CCTB, @uni-wuerzburg.de
🔗 [PDF] tinyurl.com/mvr76my7
#Postdoc
tinyurl.com
gokhalecs.bsky.social
Same. And I can’t forget the awe in the faces of students as we go through the barcharts. It’s a powerful plot @ourworldindata.org
Reposted by Chaitanya Gokhale
cctb-wue.bsky.social
Lynn Govaert from @igb-berlin.de visits us this week!! Don't miss her talk on the 14th May 2025
Reposted by Chaitanya Gokhale
ec.europa.eu
Choose Science. Choose Europe.

A new Marie Skłodowska-Curie Actions Postdoctoral Fellowships 2025 call is now open.

With a budget of €404.3 million, it will support around 1,650 researchers from Europe and beyond.

Apply by 10 September → europa.eu/!fBTMgF
A graphic for the Marie Skłodowska-Curie Actions (MSCA), showing a historical portrait of Marie Skłodowska-Curie overlaid with an image of four young researchers walking down a hallway. The European Commission logo is in the top left. Text reads: "Marie Skłodowska-Curie Actions – €404.3 million to support postdoctoral researchers”
gokhalecs.bsky.social
We are happy to announce the 3rd Workshop on Evolutionary Dynamics in social, cooperative and hybrid AI #EDAI2025 🤩
📍 Bologna, Italy at #ECAI2025
📆 October 25 or 26, 2025
🗞️ Submission deadline: 17 July 2025 23:59 CET
🔔 Workshop website: t.co/yiq4aWz75d
http://edai-workshop.github.io/2025/
t.co