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Pengfei Tian Profile
Pengfei Tian

@pengfei10

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121

Research scientist @GoogleDeepMind. AI for Biology.

Boston, USA
Joined April 2013
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@pengfei10
Pengfei Tian
9 months
Thrilled to share that our company @LilaSciences is emerging from stealth mode🚀! If you’re curious about harnessing LLMs for groundbreaking scientific discoveries, join our happy hour🍸 next week in Vancouver at #NeurIPS2024. Registration is now open! 👇👇
@AndrewLBeam
Andrew Beam
9 months
We @LilaSciences are excited to come out of stealth! Join us at #NeurIPS2024 for a happy hour co-hosted with @nvidia, featuring a discussion on AI in science with @wellingmax and Chris Bishop. If you’ll be at NeurIPS this year, we’d love to see you! RSVP below 👇
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@AndrewLBeam
Andrew Beam
5 months
So excited that we get to work with @kenneth0stanley on open-endedness for scientific AI @LilaSciences! Ken is truly one of the most original thinkers I've ever met in addition to being an amazing colleague. PS - His open-endedness team is hiring, come join us! Job links 👇
@hardmaru
hardmaru
5 months
Tim Rocktäschel’s keynote talk at #ICLR2025 about Open-Endedness and AI. “Almost no prerequisite to any major invention was invented with that invention in mind.” “Basically almost everybody in my lab at UCL and at DeepMind have read this book: Why Greatness Cannot Be Planned.”
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@AndrewLBeam
Andrew Beam
6 months
We are excited to share an initial look at what we're building at Lila Sciences! At Lila, we are weaving together several exciting threads that have emerged in AI over the last several years: Highly-capable large language models, generative models of biomolecules and materials,
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@pengfei10
Pengfei Tian
9 months
🍹🍸@LilaSciences
@doomie
Dumitru Erhan
9 months
#NeurIPS2024 parties be like this;
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@smnlssn
Simon Olsson
2 years
I have 3 open postdoc positions in my group. Machine learning and AI to topics varying from inverse molecular design, optimization of near-term quantum computer algorithms to multi-scale simulations of electron transport. All project are exciting collabs. see thread for links:
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@pengfei10
Pengfei Tian
2 years
🩴🩴FLIP is excellent work on exploring local (e.g. GB1) and global (multiple protein families from Meltome Atlas) landscapes. For FLOP, our focus shifted to the intermediate landscape, pertaining to a specific protein family with diverse wild types and ML- generated sequences.
@KevinKaichuang
Kevin K. Yang 楊凱筌
2 years
You've heard of FLIP*, and now there's also FLOP^! *Fitness Landscape Inference for Proteins ^ Fltness Landscapes Of Protein wildtypes Peter Mørch Groth, @pengfei10 @WouterBoomsmaDK https://t.co/YvgloKQxJc
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@KevinKaichuang
Kevin K. Yang 楊凱筌
3 years
Train a diffusion model on coarse-grained samples, and in addition to generating CG samples, you also get the CG force field! @artsmarloes @vgsatorras @chinwei_h @danielzuegner @mfederici_ @cecclementi @FrankNoeBerlin @rpinsler @vdbergrianne https://t.co/6a9ZV0RRnA
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@simonduerr
Simon Duerr
3 years
Results for this competition are online since a few days. Interesting that the very good intermediate results (Rs=0.8+) were mainly due to people overfitting to the public test data 🥸. Final winner achieved Rs ~0.55 for the private test data. 1/2
@simonduerr
Simon Duerr
3 years
Novozymes is currently running a competition for single mutation Tm predictions - 25k $ prize money https://t.co/FHCVhNZxhj
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@WouterBoomsmaDK
Wouter Boomsma
3 years
Do you like machine learning, proteins and Copenhagen? Check out our open PhD position: https://t.co/THKBz3IoBD. Deadline Jan 22. Please RT.
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@DavideMercadan2
Davide Mercadante
3 years
Exploring the vastitude of sequence space..happy to share just published work with @rob_best_ @pengfei10 on boosting protein thermal resilience through an interplay of co-evolution driven sequence generation, MD simulations and experiments!
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onlinelibrary.wiley.com
Protein design bears great interest in both research and industry. Evolutionary-based methods have been promising in designing new sequences based on the concept that the evolutionary fitness of a...
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@LindorffLarsen
Kresten Lindorff-Larsen
3 years
PhD fellowship in structural bioinformatics available in the group in our #PRISM centre 🇩🇰 If you love proteins, know a bit of programming and like to do quantitative analyses based on protein structure and sequence, this might be for you. https://t.co/MQqFbvm69j
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@pengfei10
Pengfei Tian
3 years
And the structure of the protein (wild type) in the test set 👇
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@pengfei10
Pengfei Tian
3 years
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@pengfei10
Pengfei Tian
3 years
Only 10 days into the competition, more than 400 teams have joined the competition. It is exciting to see both machine learning and physics based methods have achieved impressive performance. Hope more and more people will join this competition in the next 3 months.
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@pengfei10
Pengfei Tian
3 years
The benchmark of this competition is an internal dataset obtained from the high throughput screening lab 👩‍🔬🧑‍🔬 of Novozymes: experimental stability of ~2400 protein variants of single-point mutation. The winners will share the prize of ~25,000$.
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@pengfei10
Pengfei Tian
3 years
Novozymes A/S invites data scientists and protein scientists around the world to look into this scientific challenge: predict protein thermal stability. The competition has just been launched on the Kaggle platform 🔥. Link:
lnkd.in
This link will take you to a page that’s not on LinkedIn
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@DavideMercadan2
Davide Mercadante
3 years
...if you are looking for a staff scientist in computational biophysics to join your lab: then write to me in private.
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@SilviaPreite3
Silvia Preite
3 years
Do you have a strong in vivo immunology background? Interesting senior scientist opportunity in AstraZeneca with a focus on gut immunology. https://t.co/XI626qPzNQ #Immunology #IBD #hiring
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@pengfei10
Pengfei Tian
4 years
The project is in collaboration with the University of Copenhagen and Harvard Medical School. We thank Innovation Fund Denmark @Innovationsfonden for the funding support. Application deadline: 1st Feb 2022.
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@pengfei10
Pengfei Tian
4 years
📢 Open PhD scholarship (ML for Protein Design) at Novozymes Enzyme Research. We build AI-Centric protein engineering framework to guide directed protein evolution. I am looking for people who have passions in machine learning to join us. Apply👉 https://t.co/wPaX82j6ZR
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