Russell Dinnage

@rdinnager.bsky.social

AI of Nature & AI for Nature 🦋🤖 | Teaching machines to understand biology & biology to inform AI | Prof @FIU ➡️ @UAlberta soon | Lab website: rdinnager.github.io/dinnage_lab_website

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🚀 New paper led by Dr Becks Spake! We make the case for precision ecology—using big data & predictive tools to tailor conservation actions to local contexts. Can ecology learn from medicine & marketing to boost impact? We think so. Read it here: rdcu.be/eoaR4 #Conservation #Ecology #BigData

Precision ecology for targeted conservation action

Nature Ecology & Evolution - The fields of medicine and marketing use large data volumes and computational power to target individuals. This Perspective argues that applied ecologists should...

rdcu.be

Excited to share my latest preprint: NicheFlow - which aims to be one of the first true foundation models for ecology! 🎉 It's like having an AI ecologist that learns from millions of species observations to predict where ANY species might live. Ask me about it and its applications at #Evol2025! 🧵👇

NicheFlow: Towards a foundation model for Species Distribution Modelling

1. Species distribution models (SDMs) are crucial tools for understanding and predicting biodiversity patterns, yet they often struggle with limited data, biased sampling, and complex species-environm...

biorxiv.org

What if we could teach machines to think in the logic of evolution? 🌱🤖 That's what I'll be discussing at #Evol2025 in Athens, Georgia - showing how AI reveals that evolution moves along curved paths, not straight lines. June 24, 12:15pm, Computational Biology session. See you there? 🧵👇

New to Bluesky! I'm Russell Dinnage, developing AI foundation models for organismal biology @FIU (moving to @UAlberta July 2025) My mission: Create AI systems that understand life from molecules to ecosystems, bridging computational innovation with biological insight 🧬🤖 🧵1/3