José Manuel Robles-Aguilar's Avatar

José Manuel Robles-Aguilar

@manuroag.bsky.social

manuroag.github.io AI and Physics to address complex challenges within the biological sciences. 🧬💻 M.Sc. in Statistical Physics at Cinvestav, Mexico City.

56 Followers  |  220 Following  |  5 Posts  |  Joined: 17.02.2025  |  2.0133

Latest posts by manuroag.bsky.social on Bluesky

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Want to learn about how we use computational approaches at different scales to study biomolecular condensates?
Check out our latest review, out in Advances in Physics X
@juliamaristany.bsky.social @alinaemelianova.bsky.social
@rcollepardo.bsky.social

www.tandfonline.com/doi/epdf/10....

05.12.2025 15:01 — 👍 21    🔁 8    💬 0    📌 0
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www.icbp2026.org

01.12.2025 17:36 — 👍 19    🔁 12    💬 1    📌 0
Métiers de la physique

Vous faites des études de physique mais vous ne savez pas quel métier faire ? J'ai rédigé pour la Société française de physique @sfp-physique.bsky.social une description de nombreux métiers accessibles, à travers les témoignages de celles et ceux qui les exercent.
www.metiersdelaphysique.fr

01.12.2025 09:01 — 👍 36    🔁 22    💬 1    📌 5
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1/5We are entering a new era of molecular design, with broad applications in medicine, biotechnology, and materials science. We introduce the Key-Cutting Machine (KCM) – a novel optimization-based platform that leverages structure prediction to achieve precise backbone geometries—all on a single GPU

29.01.2025 18:45 — 👍 4    🔁 3    💬 1    📌 0

In case you're still looking for a gift idea for your PhD students, I made a tutorial on how to sew a tote bag in a fabric poster. It's in french but I'm sure you're all smart enough to get it.

22.11.2025 17:41 — 👍 8    🔁 3    💬 1    📌 0

Magnifique! Un bon cadeau pour mon directeur aussi haha :)

23.11.2025 22:24 — 👍 0    🔁 0    💬 0    📌 0
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Check the list of confirmed speakers for the MDDB Conference and apply to be part of this excellent lineup ➡️ mddbr.eu/conference/

Present your work, connect with leading experts from the community, and be part of the discussions shaping the future of MD research!

#MDDB #FAIRdata

20.11.2025 10:43 — 👍 9    🔁 5    💬 1    📌 0
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Struggling to get your head around some fundamental techniques in biochemistry or wondering where to start developing your knowledge? Have a look at our easy-to-follow Beginner's Guide series in The Biochemist Journal for a wide variety of guides! 🧪 buff.ly/ZO4zyU4

18.11.2025 14:03 — 👍 11    🔁 7    💬 0    📌 2
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AI in Protein Design: Hype vs. Reality Explained by David Baker In this GEN interview, Nobel Laureate David Baker, PhD, emphasizes that designing proteins from scratch is reality and unpacks what's needed for AI to transform medicine.

AI in Protein Design: Hype vs. Reality Explained by David Baker
In this GEN interview, he emphasizes that designing new proteins from scratch is now a reality. Whether AI transforms medicine will require improving our understanding of biology's complexity

02.11.2025 17:34 — 👍 12    🔁 8    💬 0    📌 2
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The latest @livecomsjournal.bsky.social tutorial "Molecular Dynamics: From Basics to Application" by Vollmers, Chen et al is out now! doi.org/10.33011/liv...

It includes comprehensive MD tutorials in GROMACS, covering forcefields, thermodynamic ensembles, long-range electrostatics and much more!

09.09.2025 12:19 — 👍 29    🔁 10    💬 1    📌 1
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In the latest @livecomsjournal.bsky.social
perpetual review, Cavender et al overview NMR and crystallographic experimental datasets that can be used to benchmark protein force fields, including best practices for setup and analysis of simulations!:
livecomsjournal.org/index.php/li...

#compchem

28.10.2025 15:35 — 👍 18    🔁 7    💬 2    📌 2
Screenshot of the article header from the European Journal for Philosophy of Science titled “Experiment and the pursuit of ugly models” by Martin King. The header indicates it is a paper in philosophy of the natural sciences. The DOI is https://doi.org/10.1007/s13194-025-00692-y

Screenshot of the article header from the European Journal for Philosophy of Science titled “Experiment and the pursuit of ugly models” by Martin King. The header indicates it is a paper in philosophy of the natural sciences. The DOI is https://doi.org/10.1007/s13194-025-00692-y

Physicists have long been enamored with “beautiful” models—but this seems to have changed in high-energy physics. In his new paper, Martin King argues that experimental contexts strongly determine the pursuitworthiness of “ugly models” 👇📃 link.springer.com/article/10.1... #philsci #philphysics #HPS

15.10.2025 15:37 — 👍 30    🔁 10    💬 1    📌 0
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Incredible science and collaboration at the 13th Symposium on Structural Proteomics at @humantechnopole.bsky.social this week! 🧬💻🥼

Great talks, great people, great future for the field. Honored to have been a part of it. See you all at the next one!

#StructuralProteomics #MassSpectrometry #Physics

11.10.2025 07:02 — 👍 4    🔁 0    💬 0    📌 0
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Our IPP Community! 🫶 The past 2 days, we gathered at the annual IPP Symposium to connect with students from @unimainz.bsky.social, Uni Med #Mainz and IMB, share ideas, and get inspired by each other's research.

Apply to our open call via www.imb.de/phd and be a part of next year's event.

26.09.2025 11:00 — 👍 8    🔁 2    💬 0    📌 0
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ICTP – SAIFR » Minicourse on Fundamentals of Biological Physics Home

ICTP-SAIFR: Minicourse on Fundamentals of Biological Physics - Application deadline
📆 Oct 01, 2025

23.09.2025 08:00 — 👍 1    🔁 1    💬 0    📌 0

1/ So you’re thinking about applying for an academic job in the UK but don’t know how? This thread will walk you through the essentials.

22.09.2025 13:06 — 👍 82    🔁 38    💬 5    📌 12
Figure 3 from the paper with the caption: "Role of machine learning in de novo design of IDRs. (A) Machine-learning models can be trained on diverse data sources, from molecular dynamics simulations to annotations of cellular localization and protein structures from the Protein Data Bank. (B) Often implemented as neural networks using sequence-encoded features as input, these models can initially be trained on a limited region of sequence space as surrogate models. Through active learning, additional simulations are performed during the design campaign to generate new data, and the surrogate model is retrained on the expanded dataset to progressively improve its accuracy. (C) Machine-learning models have been developed to predict biophysical observables, biological annotations, and protein structures. When combined, machine-learning models can be used to identify a set of sequences that strike a trade-off between multiple design objectives, defining a Pareto front."

Figure 3 from the paper with the caption: "Role of machine learning in de novo design of IDRs. (A) Machine-learning models can be trained on diverse data sources, from molecular dynamics simulations to annotations of cellular localization and protein structures from the Protein Data Bank. (B) Often implemented as neural networks using sequence-encoded features as input, these models can initially be trained on a limited region of sequence space as surrogate models. Through active learning, additional simulations are performed during the design campaign to generate new data, and the surrogate model is retrained on the expanded dataset to progressively improve its accuracy. (C) Machine-learning models have been developed to predict biophysical observables, biological annotations, and protein structures. When combined, machine-learning models can be used to identify a set of sequences that strike a trade-off between multiple design objectives, defining a Pareto front."

New review on computational design of intrinsically disordered proteins 🖥️🍝 by @giuliotesei.bsky.social @fpesce.bsky.social & 👴

doi.org/10.48550/arX...

17.09.2025 16:17 — 👍 48    🔁 16    💬 0    📌 1
Poster for a workshop organized by the Institute of Philosophy, KU Leuven, titled “Behavior Across the Tree of Life: Theoretical and Methodological Challenges.” The poster features circular images of lichens, bacteria, ants on a leaf, and a carnivorous plant with prey, symbolizing diverse behaving forms of life. 

Event details: 26–27 September 2025, Council Room (Raadzaal), Institute of Philosophy. 

Invited speakers: Kristin Aleklett, Silvia Guerra, Tobias Starzak, Kirsty Y. Wan. 

Organizers: Gianmaria Dani, Alejandro Fábregas-Tejeda, Grant Ramsey. KU Leuven logo appears at the top, with a QR code at the bottom right.

Poster for a workshop organized by the Institute of Philosophy, KU Leuven, titled “Behavior Across the Tree of Life: Theoretical and Methodological Challenges.” The poster features circular images of lichens, bacteria, ants on a leaf, and a carnivorous plant with prey, symbolizing diverse behaving forms of life. Event details: 26–27 September 2025, Council Room (Raadzaal), Institute of Philosophy. Invited speakers: Kristin Aleklett, Silvia Guerra, Tobias Starzak, Kirsty Y. Wan. Organizers: Gianmaria Dani, Alejandro Fábregas-Tejeda, Grant Ramsey. KU Leuven logo appears at the top, with a QR code at the bottom right.

We are gearing up for our interdisciplinary workshop next week! Bringing together both established & early-career researchers, the event will explore the theoretical & methodological challenges of studying behavior across the tree of life! 👇 hiw.kuleuven.be/clps/events/... #philsci #HPbio #evosky

16.09.2025 14:12 — 👍 40    🔁 14    💬 4    📌 0

Now out in #ProteinScience! Work led by the talented 🥳🥳@ananyac2000.bsky.social

onlinelibrary.wiley.com/doi/10.1002/...

15.09.2025 14:46 — 👍 22    🔁 5    💬 1    📌 0
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From AlphaFold to MMseqs2-GPU: How AI is Accelerating Protein Science Podcast Episode · NVIDIA AI Podcast · 09/10/2025 · 35m

podcasts.apple.com/us/podcast/f...

11.09.2025 09:49 — 👍 10    🔁 3    💬 0    📌 1
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Our Autumn PhD call is OPEN!
20+ fully funded positions across diverse life science disciplines. Explore projects in Cell & Chromosome biology + more 👉 www.vbcphd.at

Apply by 10 Oct 2025

11.09.2025 14:29 — 👍 8    🔁 5    💬 1    📌 0

The materials from the “Reproducible Bio-Image Analysis using #Python, #Napari, #Jupyter, and #AI” workshop, run by @haesleinhuepf.bsky.social as part of the @embo.org Course on #LightSheetMicroscopy, are now available #OpenAccess!

📗 scads.github.io/embo-lsm-bia...
📕 zenodo.org/records/1681...

03.09.2025 08:39 — 👍 13    🔁 4    💬 1    📌 0
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🚨 Save the date! 🚨
The 4th Building Bridges in Computational Biophysics is happening Oct 8, 2025!!
🌍 Virtual 🤝 Networking
📑 Poster session (submit by Sept 26)
Sponsored by @biophysicalsoc.bsky.social and organized by
@vmonje.bsky.social @patsoto-biophys.bsky.social and Cecilia Bores!

03.09.2025 15:23 — 👍 3    🔁 1    💬 0    📌 2
Careers Careers

We’re looking for fellow nerds to help us make disordered proteins druggable. Love #IDPs, #MD, #NMR, #AI, #DrugDiscovery, or #MassSpec? Let’s talk.
@bindresearch.org is hiring across the board: bindresearch.org/careers/
#compchem #compbio #NMRChat #TeamMassSpec #chemjobs @chemjobber.bsky.social

24.03.2025 10:51 — 👍 28    🔁 17    💬 0    📌 0
R for Biochemists 101 Online training 8 September 2025 Register online

R for Biochemists 101 Online training 8 September 2025 Register online

Launching soon! R for Biochemists 101 begins on Monday 8 September 2025. Don’t miss your chance to boost your data skills and gain confidence in R. Secure your place today🧪 : buff.ly/cyJve1t

03.09.2025 10:00 — 👍 5    🔁 3    💬 0    📌 0
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📢 Recruitment for the EMBL International PhD Programme is officially open!

At EMBL, we train young scientists to become skilled and creative future leaders in academia and other sectors. Join us and get a head start on your career in life sciences!

bit.ly/47mmiFF

01.09.2025 09:07 — 👍 39    🔁 43    💬 0    📌 3
Pasteur-Paris University International Doctoral Programme, The call for enrollment of students in October 2026 will be open from September 1st to October 20th, 2025

Pasteur-Paris University International Doctoral Programme, The call for enrollment of students in October 2026 will be open from September 1st to October 20th, 2025

🎓 Applications for Institut Pasteur's PhD programs open Sept 1-Oct 20, 2025 for October 2026 entry.

Apply to up to 4 projects across 6 programs: PPU, PPU-IMAGINE @institutimagine.bsky.social, PPU-@ox.ac.uk, PPU-EID @upcite.bsky.social & more 🧬

Register now ✍️ www.pasteur.fr/en/education...

01.09.2025 09:44 — 👍 33    🔁 34    💬 0    📌 6
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✨ Looking for a paid internship in Europe?
The OECD Internship 2025 in Paris, France is calling! 🌍

Every year, 600+ students join the Organization for Economic Co-operation and Development (OECD) to gain international experience, contribute to policy work, and grow their professional skills.

29.08.2025 09:58 — 👍 5    🔁 1    💬 0    📌 0
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Choosing a PhD program is a big decision. Want a program that is tailored to your research interests and career development plans? Join us for our PhD information session series featuring Mount Sinai faculty and students 👉 mshs.co/4dnWnNQ

29.08.2025 12:48 — 👍 2    🔁 2    💬 0    📌 0
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AI is transforming medicine – from diagnosis to surgery. But innovation needs responsibility. From Oct 6–8, the “Shaping the Future of Medical Decisions” symposium in Göttingen brings experts from science, ethics, & law together. Register by Aug 31 to join them: ⬇️
gccc.umg.eu/ai-in-health...

22.08.2025 10:53 — 👍 1    🔁 1    💬 0    📌 0

@manuroag is following 20 prominent accounts