Ashkaan K. Fahimipour

Ashkaan K. Fahimipour

@akfbio.bsky.social

Theoretical ecologist, Asst. Professor running the www.ecoNet.works Lab 🌊 Florida Atlantic University

633 followers1K following70 posts

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Ashkaan K. Fahimipour reposted

Penultimate? FY26 NSF grantmaking update One month ago (8/4) New grants: 4310/7761 — 55.5% of avg. Obligations: 4.10/5.08 billion — 80.7% of avg. Now (9/7) New grants: 6,144/10,857 — 67% of avg.* Obligations: 5.97/7.49 billion — 80% of avg. *avg. from 21–24 grantwitness.org/nsf/analyses...

grantwitness.orgAgency Pulse: Grantmaking at NSFAn independent, up-to-date, grant-level record of federal science funding disruptions in the United States.

Reptiles with longer Wikipedia pages tend to be bigger. The relationship is a power law with exponent = 0.85. I guess humans really like writing about big lizards? The longest article is the Komodo Dragon.

Ashkaan K. Fahimipour reposted

UC Berkeley Law creates new AI policy that bans AI for "conceptualizing, outlining, drafting, revising, translating, or editing any work submitted for credit" or exams because "thinking remains the sine qua non of good lawyering (and of a quality legal education)." That's what I'm talking about.

Ashkaan K. Fahimipour reposted

Ashkaan K. Fahimipour reposted

Sharing this screen grab from a friend at NIH (with permission). This is a checklist program officers have to complete before a grant can be awarded. The first question: "Is this grant All Clean/Clear in the NIH Text analysis Tool?" 🧵1/3

Ashkaan K. Fahimipour reposted

That time of year again! If you'd like an example of job apps in academia or industry, here's a good resource. If you got a job in industry or academia in the last few years, please consider adding yours! github.com/RILAB/statem...

github.comGitHub - RILAB/statements: Successful Job Applications and GrantsSuccessful Job Applications and Grants. Contribute to RILAB/statements development by creating an account on GitHub.

New paper led by my (now former!) PhD student, Dr. Stephen Hoover, showing some amazing applications of AI and reinforcement learning to food web ecology. A 🧵...

bioRxiv Ecology@biorxiv-ecology.bsky.social

Collective learning and manifold behaviors in predator groups https://www.biorxiv.org/content/10.64898/2026.03.27.714769v1

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New paper led by my (now former!) PhD student, Dr. Stephen Hoover, showing some amazing applications of AI and reinforcement learning to food web ecology. A 🧵...

bioRxiv Ecology@biorxiv-ecology.bsky.social

Collective learning and manifold behaviors in predator groups https://www.biorxiv.org/content/10.64898/2026.03.27.714769v1

View full thread

Interestingly, agents all learn different strategies, spanning a 3D manifold of behavioral strategies. These strategies are defined by tradeoffs in exploratory search, energy conservation, and interception rules

New paper led by my (now former!) PhD student, Dr. Stephen Hoover, showing some amazing applications of AI and reinforcement learning to food web ecology. A 🧵...

bioRxiv Ecology@biorxiv-ecology.bsky.social

Collective learning and manifold behaviors in predator groups https://www.biorxiv.org/content/10.64898/2026.03.27.714769v1

We ask what happens in agent-based food webs when predators deploy a deep neutral network as their decision-making apparatus. Agents take in sensory information and translate these to actions.

This should be an important result for ecology. Higher-order interactions are becoming increasingly popular to study, but that appears to be... not good

Tiago Peixoto@tiago.skewed.de

Since graphs *constrain* rather than define the interactions, it follows that graph-based models *generalize* those based on hypergraphs! For a simple reason: Hypergraphs impose structure on the interactions that graph-based models leave open, making hypergraph models the more restrictive class. 6/N

Ashkaan K. Fahimipour reposted

Ashkaan K. Fahimipour reposted

Bring together a group of researchers to collaborate at NITMB! Our Focused Research Group Awards program welcomes small groups from multiple institutions to gather at NITMB to focus intently on independent, ambitious joint research projects Learn more - www.nitmb.org/research/foc...

Ashkaan K. Fahimipour reposted

Paper alert! Our study about functional motifs is out in PNAS. We use food webs as an example to discuss how small subgraphs drive the dynamics in complex systems. While motifs that determine overall stability are rare, when it comes to reactivity, we show that small groups dominate system behavior.

Ashkaan K. Fahimipour@akfbio.bsky.social

New paper with @mhab.bsky.social @jdyeakel.bsky.social and @thilogross.bsky.social out now in @pnas.org! We show when and why you can know something about an entire network, just by knowing the behavior of it's building blocks: doi.org/10.1073/pnas...

Ashkaan K. Fahimipour reposted

NSF is open again! A few comments: *Please be patient. During a shutdown NSF employees cannot open computers or respond to emails. *Merit review will continue. However panels won’t resume until after Dec 8th. *POs remain excited and committed to advancing science and the scientific workforce.

We are doing spatial patterns in class tomorrow. So please enjoy my simulation of Pokemon battles on a lattice. Pokemon attack a random neighbor and winners are based on the game's hierarchy (water > fire > ice ...). Some amazing spatial patterns emerging from 7-way rock-paper-scissors!