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Technologies

AI Chip Design

AI Prediction for 3D Protein Structures

Articles

(2025-02-25) Large language models for scientific discovery in molecular property prediction
- https://www.nature.com/articles/s42256-025-00994-z
- (2025-02-26) Simulating scientists: New tool for AI-powered scientific discovery
  - https://www.monash.edu/news/articles/simulating-scientists-new-tool-for-ai-powered-scientific-discovery
- (2025-02-26) Researchers create an AI that reads studies, analyzes data, and predicts molecule behavior to speed up science. Researchers at Monash University have built an artificial intelligence (AI) tool to help scientists work faster. They call it LLM4SD, short for Large Language Model for Scientific Discovery.
  - https://magazine.mindplex.ai/mp_news/ai-tool-helps-scientists-discover-faster/
(2025-02-19) Genome modeling and design across all domains of life with Evo 2
- https://arcinstitute.org/manuscripts/Evo2
- AI can now model and design the genetic code for all domains of life with Evo 2
  - https://arcinstitute.org/news/blog/evo2
  - Это самая масштабная нейросеть для биологии, обученная на 9,3 триллионах (!) пар ДНК из 128 тысяч организмов.
  - Первая версия работала только с одноклеточной жизнью, а вторая создаёт все виды жизни от молекулярного до геномного масштаба.
  - Генерирует геномы человека, бактерии, клетки и даже хромосомы — всё в масштабе 1:1!
  - С точностью больше 90% определяет, какая мутация — опасная или доброкачественная.
  - Проводит анализы, диагностики и симуляции разных геномов в три раза быстрее, чем раньше.
- Evo 2 Can Design Entire Genomes
  - https://press.asimov.com/articles/evo-2
(2025-02-19) Accelerating scientific breakthroughs with an AI co-scientist. We introduce AI co-scientist, a multi-agent AI system built with Gemini 2.0 as a virtual scientific collaborator to help scientists generate novel hypotheses and research proposals, and to accelerate the clock speed of scientific and biomedical discoveries.
- https://research.google/blog/accelerating-scientific-breakthroughs-with-an-ai-co-scientist/
- https://storage.googleapis.com/coscientist_paper/ai_coscientist.pdf
- Google представила AI co-scientist — виртуального помощника для биомедиков, созданного на базе Gemini 2.0. Эта многоагентная система искусственного интеллекта анализирует научные публикации, генерирует гипотезы и помогает в проведении исследований.
(2024-11-27) AI can predict study results better than human experts
- https://www.ucl.ac.uk/news/2024/nov/ai-can-predict-study-results-better-human-experts
(2024-11-15) Sequence modeling and design from molecular to genome scale with Evo
- https://www.science.org/doi/10.1126/science.ado9336
- (2024-11-17) Meet Evo, an AI model that can predict the effects of gene mutations with 'unparalleled accuracy'
  - https://www.livescience.com/technology/artificial-intelligence/meet-evo-an-ai-model-that-can-predict-the-effects-of-gene-mutations-with-unparalleled-accuracy
(2024-11-11) The Virtual Lab: AI Agents Design New SARS-CoV-2 Nanobodies with Experimental Validation
- https://www.biorxiv.org/content/10.1101/2024.11.11.623004v1
- https://www.biorxiv.org/content/10.1101/2024.11.11.623004v1.full.pdf
(2024-08-30) Researchers built an ‘AI Scientist’ - what can it do?
- https://www.nature.com/articles/d41586-024-02842-3
(2024-08-16) What does it take to build an AI Scientist?
- https://www.sam-rodriques.com/post/what-does-it-take-to-build-an-ai-scientist
(2024-08-13) Towards Fully Automated Open-Ended Scientific Discovery
- https://sakana.ai/ai-scientist/
(2024-03-29) An integrated high-throughput robotic platform and active learning approach for accelerated discovery of optimal electrolyte formulations
- https://www.nature.com/articles/s41467-024-47070-5

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