Scalable emulation of protein equilibrium ensembles with generative deep learning | Science

July 12, 2025

https://www.science.org/doi/10.1126/science.adv9817

Lewis, S., Hempel, T., Jiménez-Luna, J., Gastegger, M., Xie, Y., Foong, A. Y. K., Satorras, V. G., Abdin, O., Veeling, B. S., Zaporozhets, I., Chen, Y., Yang, S., Foster, A. E., Schneuing, A., Nigam, J., Barbero, F., Stimper, V., Campbell, A., Yim, J., . . . Noé, F. (2025, July 10). Scalable emulation of protein equilibrium ensembles with generative deep learning. Science.
https://www.science.org/doi/10.1126/science.adv9817


Walking with Dinosaurs | The Pack | Episode 4 | PBS

July 12, 2025

predator v large prey : Albertosaurus v Edmontosaurus

https://www.pbs.org/video/the-pack-o43teq/

71 million years ago, a young Albertosaurus, a relative of T. Rex, must prove herself in a deadly hunting pack or face starvation. Today, paleontologists in Canada uncover her remains, using their evidence to reveal her battle for survival.


Walking with Dinosaurs | The River Dragon | Episode 2 | PBS

July 12, 2025

https://www.pbs.org/video/the-river-dragon-siyrjh/

A Spinosaurus — the world’s largest ever predatory dinosaur — struggles to bring up his babies and lead his young family across one of the deadliest environments in Earth’s history.
Swims a bit….


Year 2038 problem – Wikipedia

July 12, 2025

https://en.wikipedia.org/wiki/Year_2038_problem

mbg@Studio-Dec23-Bass432-75MQC ~ % echo “obase=2; $(date +%s)” | bc 1101000011100101000100111001000

mbg@Studio-Dec23-Bass432-75MQC ~ % echo “obase=10; $(date +%s)” | bc 1752336858


Gregorian calendar – Wikipedia

July 12, 2025

https://en.wikipedia.org/wiki/Gregorian_calendar

The Gregorian calendar officially began on October 15, 1582. This date followed the last day of the Julian calendar, which was October 4, 1582

1752 last time in UK


46 BC – Wikipedia

July 12, 2025

https://en.wikipedia.org/wiki/46_BC


Humble Pi: When Math Goes Wrong in the Real World: Parker, Matt: 9780593084687: Amazon.com: Books

July 12, 2025

https://www.amazon.com/Humble-Pi-When-Wrong-World/dp/0593084683


Eight Translational Biotech Projects Selected for 2025 Blavatnik Accelerator Awards | Yale Ventures

July 12, 2025

https://ventures.yale.edu/news/eight-translational-biotech-projects-selected-2025-blavatnik-accelerator-awards

QT:{{”
Mark Gerstein, PhD, Albert L Williams Professor of Biomedical Informatics and Professor of Molecular Biophysics & Biochemistry, of Computer Science, and of Statistics & Data Science

Project: WearGenix: Linking Wearables to Brain Health
Modality: Digital Platform | Therapeutic Area: Neuropsychiatry

Dr. Gerstein’s platform combines smartwatch data with genomic analysis to identify biomarkers for mental health and neurodegenerative diseases. The technology has been tested for ADHD and is expanding to other neurodegenerative conditions.
“}}


Brier score – Wikipedia

July 12, 2025

cost function betw. predicted prob and actual outcome

https://en.wikipedia.org/wiki/Brier_score


Wake up call for AI: computer-vision research increasingly used for surveillance

July 12, 2025

https://www.nature.com/articles/d41586-025-01745-1