Lucas Castillo
lcastillo.bsky.social
Lucas Castillo
@lcastillo.bsky.social
Psychology PhD Student at Uni Warwick | (he/his) | https://www.lucascastillo.net/
Pinned
🚀🚀 Very excited about this new preprint with @yunxiao-li.bsky.social and @asanborn.bsky.social!

Months ago we released the samplr package on CRAN (helps you use sampling algorithms + cogn. models for human data). Here we explain the theoretical background and show how to use the pkg

osf.io/ax8hm
OSF
osf.io
Reposted by Lucas Castillo
Recruiting a #PhD student interested in cognitive psychology (language, memory) and AI. Come join me at
@warwickpsych.bsky.social. Overseas students are welcome.
Feel free to reach out to me to enquire. #PhD #Fellowship #academia #apply. Deadline in mid-March

warwick.ac.uk/fac/sci/psyc...
PhD Fellowship in Psychology - Dr Matthew Mak
warwick.ac.uk
January 29, 2026 at 11:31 AM
Reposted by Lucas Castillo
Welcome back to Dr Lucas Castillo, who is starting an ESRC-funded postdoc with Prof. Adam Sanborn using statistical sampling algorithms as standard models of human perceptual and cognitive behaviour. Lucas recently gained his PhD in the department exploring why people are not able to act randomly.
January 7, 2026 at 1:28 PM
Reposted by Lucas Castillo
Excited to share joint work with Ulf Hahnel and @sgluth.bsky.social on investigating how attribute translations - a widely implemented behavior intervention - lead to more ecological consumer choices. Main results are below, but check out our preprint 👇
www.researchsquare.com/article/rs-7...
Computational Mechanisms of Attribute Translations
Attribute translations, a choice architecture intervention technique aiming to promote behavior change by translating decision-relevant information into more comprehensible and meaningful units for la...
www.researchsquare.com
September 8, 2025 at 7:32 AM
Thank you! And thanks @pleonv.bsky.social, Nick Chater, and @asanborn.bsky.social who were an essential part of this paper
@lcastillo.bsky.social for best PhD student paper! 🎉👏
May 24, 2025 at 8:24 AM
🚀🚀 Very excited about this new preprint with @yunxiao-li.bsky.social and @asanborn.bsky.social!

Months ago we released the samplr package on CRAN (helps you use sampling algorithms + cogn. models for human data). Here we explain the theoretical background and show how to use the pkg

osf.io/ax8hm
OSF
osf.io
May 21, 2025 at 9:44 AM
Reposted by Lucas Castillo
Our lab has a list of papers that use statistical sampling algorithms like MCMC to explain human behaviour. Thanks to @lcastillo.bsky.social, you can select by behaviour or algorithm.

If we've missed any, please let us know!

sampling.warwick.ac....
May 16, 2025 at 11:19 AM
Reposted by Lucas Castillo
Tory MP IT Support
Tory MP IT Support
YouTube video by Michael Spicer
youtu.be
April 26, 2025 at 10:26 AM
Reposted by Lucas Castillo
Thrilled to share my first post here with something I’m truly proud of; My PhD paper is finally out in @commspsychol.bsky.social. Thanks to amazing @ktsetsos.bsky.social for his wise insights and our reviewers for their constructive comments.
You can read the full paper here: rdcu.be/eguDX
1/10
April 14, 2025 at 11:53 AM
Reposted by Lucas Castillo
🚀 Revised Reviewed Preprint out in eLife 🚀
Excited to announce that my paper on the cognitive mechanisms underlying hunger-driven dietary choice is now available on @elife.bsky.social
elifesciences.org/reviewed-pre...
The Hungry Lens: Hunger Shifts Attention and Attribute Weighting in Dietary Choice
elifesciences.org
March 25, 2025 at 12:56 PM
Reposted by Lucas Castillo
"Noise in Cognition: Bug or Feature?" is now available in Perspectives on Psychological Science
doi.org/10.1177/1745... (1/4)
Sage Journals: Discover world-class research
Subscription and open access journals from Sage, the world's leading independent academic publisher.
doi.org
March 4, 2025 at 10:33 PM
Reposted by Lucas Castillo
🚀 New paper out in Psychological Review!

How does learning change across the lifespan? We propose that resource rationality—adapting belief updating to cognitive limitations—can explain age-related differences in learning.

📖 doi.org/10.1037/rev0...

👇 A short thread:
APA PsycNet
doi.org
February 28, 2025 at 5:37 AM
Reposted by Lucas Castillo
🚨 A new preprint is out!

How does utility influence mental simulations of risky events? 🤔🎲

We tested this across 4 experiments & found that most people simulate probabilities accurately, but biases emerge in key conditions!

If you want to learn more, keep reading!
doi.org/10.31234/osf...
OSF
doi.org
February 20, 2025 at 6:42 PM
New Preprint Out! 🚀🚀
Can people generate a random sequence if given enough time?

Keep reading if
- You make cognitive models with randomness in them
- You like to explore the world, be creative, choose well
- You want protection from clever agents exploiting patterns in your behavior.
osf.io/awg9j
OSF
osf.io
February 20, 2025 at 11:14 AM
Reposted by Lucas Castillo
🎉 Congratulations to @michaelapawley.bsky.social, a PhD student of the Warwick Sleep and Pain Lab @nkytang.bsky.social, on being awarded a UK Data Impact Fellowship from the @ukdataservice.bsky.social! This competitive programme supports 5 early career researchers using UK Data Service resources.
February 18, 2025 at 9:45 AM
Reposted by Lucas Castillo
In our new preprint, my co-authors and I explore how people’s probability judgments sometimes don’t add up the way they should, and how these violations can help us compare different models of how people make these judgments!

osf.io/preprints/ps...
OSF
osf.io
February 6, 2025 at 3:20 PM