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Randy Heiland

@rheiland.bsky.social

Research Associate, MathCancer Lab, Intelligent Systems Engineering Dept, Luddy School, Indiana University. Scientific computing/simulation, agent-based modeling, dynamical systems. https://rheiland.github.io/

460 Followers  |  692 Following  |  22 Posts  |  Joined: 04.12.2023  |  2.067

Latest posts by rheiland.bsky.social on Bluesky

Competitor enters a major AI competition (RNA folding)
GPU poor so can't train an AI
Builds a "classic" eng pipeline instead. (90s tech)
Wins and beat everyone using DL πŸ’€
Their winning "hybrid" model had an AI in it. Their original one did not and had a higher score
So they won despite the AI πŸ˜‚

17.10.2025 23:19 β€” πŸ‘ 79    πŸ” 26    πŸ’¬ 3    πŸ“Œ 2

What are your favourite biographies of mathematicians? πŸ§ͺ πŸ“šπŸ’™

12.10.2025 05:30 β€” πŸ‘ 21    πŸ” 9    πŸ’¬ 19    πŸ“Œ 1
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Two leading voices in medicine – Lee Hood and Eric Topol – will explore what it means to live longer and healthier in a free virtual conversation hosted by @isbscience.org.

πŸ—“οΈ November 4, 10-11 a.m. PT
πŸ’» Register here – isbscience.zoom.us/webinar/regi...

#Longevity #DigitalHealth #SuperAgers

10.10.2025 23:06 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Having just finished reading Other Minds by @petergs.bsky.social , I definitely think more about squid (and cephalopods) than other animals. Sorry kids πŸ™‚

05.10.2025 17:01 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Dryad partnership brings easier data sharing to bioRxiv bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution

bioRxiv partners with Dryad to enable easier, better linking to curated datasets connect.biorxiv.org/news/2025/09...

18.09.2025 19:43 β€” πŸ‘ 55    πŸ” 35    πŸ’¬ 2    πŸ“Œ 2
Manu Prakash, a bioengineer at Stanford University, interacts with students in a lab

Manu Prakash, a bioengineer at Stanford University, interacts with students in a lab

Manu Prakash practices β€œrecreational biology,” a scientific approach that explores life in the same playful way that puzzles probe math. β€œBasic science is not at the service of something, but the groundwork that is our entire society’s foundation.”
www.quantamagazine.org/how-paradoxi...

01.06.2025 15:20 β€” πŸ‘ 39    πŸ” 8    πŸ’¬ 1    πŸ“Œ 1
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Opinion: Susan Stamberg, trailblazer and NPR Founding Mother, retires NPR Founding Mother Susan Stamberg is retiring. She became the first woman to anchor a nightly national news program in 1972, and helped loosen up the serious, stodgy sound of radio hosts.

www.npr.org/2025/09/06/n...

06.09.2025 18:12 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Opinion: Susan Stamberg, trailblazer and NPR Founding Mother, retires - NPR

06.09.2025 18:08 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Our new collection offers cell biologists practical, expert-driven guidance and best practices in the design, execution, and analysis of experiments, and the subsequent communication of their results to their peers. πŸ‘‰ rupress.org/jcb/collecti...

#Reproducibility

03.09.2025 14:15 β€” πŸ‘ 37    πŸ” 28    πŸ’¬ 1    πŸ“Œ 4
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Opinion | The Era of the American Lawn Is Over

www.nytimes.com/2025/08/30/o...

01.09.2025 12:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Are different cell types like oil and water? Over a century ago, researchers found that dissociated sponges and embryonic tissues can self-assemble into functional structures. Join me, @benswedlund.bsky.social to explore the differential adhesion hypothesis & its applications in tissue engineering!

31.08.2025 12:00 β€” πŸ‘ 46    πŸ” 18    πŸ’¬ 1    πŸ“Œ 3
Mechanical confinement governs phenotypic plasticity in melanoma - Nature Mechanical confinement of cancer cells at the tumour–microenvironment interface induces phenotype switching through chromatin remodelling by HMGB2, leading to a more invasive and drug-resistant state ...

My recent postdoctoral work is out today in @nature.com! We found that physical confinement makes melanoma cells more invasive and drug tolerant. Thanks to all who made this work possible @whitefishlab.bsky.social @mskcancercenter.bsky.social #NIH #NCI www.nature.com/articles/s41...

27.08.2025 17:18 β€” πŸ‘ 68    πŸ” 24    πŸ’¬ 6    πŸ“Œ 1
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How did life get multicellular? Five simple organisms could have the answer Single-celled species that often stick together in colonies have researchers rethinking the origin of animals.

For some three billion years, unicellular organisms ruled Earth. Then, around one billion years ago, a new chapter of life began

go.nature.com/3JyRV4S

27.08.2025 10:19 β€” πŸ‘ 134    πŸ” 51    πŸ’¬ 4    πŸ“Œ 5
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Why newsrooms must rethink science journalism before the next crisis Despite climate extremes, pandemics and a global AI revolution, science reporting remains underfunded and undervalued.

We need (good) science journalism now more than ever. And you'll find me and other journalists saying just that in this smart piece.

16.08.2025 15:06 β€” πŸ‘ 37    πŸ” 14    πŸ’¬ 3    πŸ“Œ 1
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International Day of Mathematics A worldwide celebration of Mathematics on March 14 of every year.

I love the theme of the 2026 International Day of Mathematics: β€œMathematics and Hope” πŸ‘‰πŸΌ www.idm314.org #mathsky

14.08.2025 00:47 β€” πŸ‘ 12    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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Human interpretable grammar encodes multicellular systems biology models to democratize virtual cell laboratories We developed a plain text modeling languageβ€”a cell behavior hypothesis grammarβ€”to easily build virtual cell models and connect them to data, helping scientists to unlock the hidden dynamics of tissues...

Really excited to share our new @cellpress.bsky.social Cell paper with @fertiglab.bsky.social and colleagues. 1/n

www.cell.com/cell/fulltex...

@jktgfoundation.bsky.social @itcrtraining.bsky.social @smbmathbiology.bsky.social #mathbio #mathonco @mathonco.bsky.social @deniswirtz.bsky.social

28.07.2025 14:20 β€” πŸ‘ 56    πŸ” 20    πŸ’¬ 3    πŸ“Œ 3

Ok, reinforcement learning fans: RL is great, but what do we do when there's no obvious reward from the environment? What about perfecting a golf swing or a foxtrot or a musical performance? We may have an answer. A tale of 🐦 🎢 + 🧠. 🧡1/ #bioacoustics #prattle πŸ’¬ #neuroai #compneuro

24.07.2025 14:29 β€” πŸ‘ 79    πŸ” 28    πŸ’¬ 4    πŸ“Œ 1
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New software simulates cancer cell behavior using genomics and computational models In the same vein as weather forecast models that predict developing storms, researchers have now developed a method to predict the cell activity in tissues over time. The new software combines genomic...

Fantastic work, @mathcancer.bsky.social ! phys.org/news/2025-07...

25.07.2025 15:40 β€” πŸ‘ 12    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0
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Evidence for a sub-Jovian planet in the young TWA 7 diskΒ  - Nature Using the James Webb Space Telescope's Mid-Infrared Instrument, a study reports evidence for a direct detection of a cold, sub-Jupiter-mass planet in the disk of the star TWA 7. 

Wow! For the first time ever, the James Webb Space Telescope has revealed an exoplanet by directly imaging it. The newfound world has a mass similar to Saturn and orbits inside the debris disk surrounding a very young star just 111 light years away. via @nature.com

www.nature.com/articles/s41...

28.06.2025 20:19 β€” πŸ‘ 97    πŸ” 22    πŸ’¬ 0    πŸ“Œ 4
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Key Innovation: Getting beyond descriptive trajectories. DLA generates a geometric dynamical modelβ€”a Waddington landscapeβ€”that provides mechanistic insights without needing every molecular detail

It bridges microscopic gene expression to macroscopic cell behaviour

29.05.2025 12:08 β€” πŸ‘ 16    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0

Scientists love to use the expression "emergent behaviour" when they talk about complex systems (as I do)
But what it means is not clear
As a way to start a conversation, here is a definition:
a behaviour is emergent if it cannot be easily guessed through naive reasoning.
What is your definition?

16.06.2025 09:41 β€” πŸ‘ 10    πŸ” 1    πŸ’¬ 8    πŸ“Œ 2
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Hungry baby

09.06.2025 22:00 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Student-led experimental evolution reveals novel biofilm regulatory networks underlying adaptations to multiple niches We established a research-education partnership known as EvolvingSTEM that provides secondary school students the opportunity to conduct authentic research experiments centered on microbial evolution....

Sharing the most significant work from my group, led by the @evolvingstem.bsky.social team.

Come for the discoveries of how Pseudomonas adapts in biofilms, stay for the story of how they were discovered by thousands of young scientists in grades 9-12. πŸ§ͺ🧫🧬🧡

www.biorxiv.org/content/10.1...

08.06.2025 20:09 β€” πŸ‘ 163    πŸ” 74    πŸ’¬ 4    πŸ“Œ 5
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Shaping epithelial tissues by stem cell mechanics in development and cancer - Nature Reviews Molecular Cell Biology Adult stem cells self-renew and differentiate to build, maintain and repair tissues. This Review discusses recent insights into the contribution of mechanical forces produced by epithelial stem cell a...

Shaping epithelial tissues by stem cell mechanics in development and cancer
www.nature.com/articles/s41...

28.05.2025 07:05 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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EU almost on track to reach 2030 climate goal The European Union is nearly on track to reach its main climate target for this decade, with countries' existing CO2-cutting plans set to bring the bloc within one percentage point of the goal, the European Commission said on Wednesday.

Many believed that EU would not be able to reach its ambitious 2030 climate goal
Now:
EU almost on track to reach 2030 climate goal
www.reuters.com/sustainabili...

28.05.2025 06:44 β€” πŸ‘ 280    πŸ” 66    πŸ’¬ 6    πŸ“Œ 5

Extremely happy to see our work on the collective chemotaxis of cell groups out!

Such an incredible and fun collaboration leading to exciting interdisciplinary science

#biophysics #mathbio #cellbiology

πŸ”— doi.org/10.1073/pnas...

26.05.2025 16:15 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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GRS Developmental Biology 2025 Image gallery - the Node The 2025 Developmental Biology Gordon Research Seminar (GRS) was held on March 29-30 2025. This year, the GRS co-chairs Ana R. Hernandez Rodriguez and

One of the reasons I love #DevelopmentalBiology is that it's so visually engaging. I had the pleasure of organising an image competition at the GRC last March, and share this passion. You can now check out these images on @the-node.bsky.social: thenode.biologists.com/grs-developm...

15.05.2025 08:01 β€” πŸ‘ 29    πŸ” 12    πŸ’¬ 0    πŸ“Œ 3
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Rose-breasted Grosbeak, male & female (and red headed woodpecker)

03.05.2025 15:37 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
A small tree has a dense green core of foliage, but at the ends of each branch, those leaves shade to pink and yellow in a continuous color gradient that corresponds with proximity to the trunk and leaf size.  A grey house with composite roof is nearby, and some other garden plants and shrubs.

A small tree has a dense green core of foliage, but at the ends of each branch, those leaves shade to pink and yellow in a continuous color gradient that corresponds with proximity to the trunk and leaf size. A grey house with composite roof is nearby, and some other garden plants and shrubs.

Do not adjust your screen. Viewing this tree does not require special 3-D glasses.

That's just what the 'Rising Sun' redbud (Cercis canadensis) looks like. Native to North America, it was found growing wild & propagated.

The trippy 3-D movie effect is a consequence of two factors:

26.04.2025 13:27 β€” πŸ‘ 638    πŸ” 154    πŸ’¬ 18    πŸ“Œ 15
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The STIM paper is out! We build on established computer vision techniques to automatically create 3D volumes of spatial transcriptomics datasets with human-level accuracy, and useful, interactive visualizations.

www.sciencedirect.com/science/arti...

@hhmijanelia.bsky.social @mdc-bimsb.bsky.social

22.04.2025 15:44 β€” πŸ‘ 30    πŸ” 13    πŸ’¬ 0    πŸ“Œ 0

@rheiland is following 20 prominent accounts