LAMM@MIT @LAMM_MIT
Laboratory for Atomistic and Molecular Mechanics at MIT web.mit.edu/mbuehler/www/ Cambridge, MA Joined September 2009-
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LAMM@MIT retweeted
I am excited to be speaking on "Super-intelligence for Scientific Discovery" at Big Data 2025, Sep. 11–12, 2025 at @Harvard, Cambridge, MA. Hope to see many of you there! Registration link in comments...
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LAMM@MIT retweeted
In engineering, connecting hard and soft materials is notoriously difficult, often leading to stress concentrations and failure in joints, implants, and electronic components. We show how Nature solves this challenge through subtle, built-in molecular programming at the…
LAMM@MIT retweeted
Our #LifeGPT paper is finally published in @Nature_NPJ Artificial Intelligence! Cellular automata like Conway’s Game of Life are defined by local rules but produce dynamics that range from periodic and stable to chaotic and irreducible. Predicting their evolution is challenging…
Nice work by our graduate student Rachel Luu!
Nice work by our graduate student Rachel Luu!
LAMM@MIT retweeted
Register for webinar & Virtual Open House: event.on24.com/wcc/r/5012621/…
LAMM@MIT retweeted
Join the free webinar & Virtual Open House for my upcoming MIT short course "Machine Learning for Materials Informatics": July 15, 2025 | 12:00–1:00 PM EDT, sign up link in reply. Course dates: July 28–31 (Register by July 24)
LAMM@MIT retweeted
MIT Short Course: Machine Learning for Materials Informatics - Jul 28 - 31, 2025 (3.5 days) - LIVE VIRTUAL Instructor: Prof. Markus J Buehler, [email protected] Material informatics is transforming the way materials are discovered, understood, developed, selected, and used. In…
LAMM@MIT retweeted
We'll have an open house on July 15, 2025, see link below: event.on24.com/wcc/r/5012621/…
LAMM@MIT retweeted
LAMM@MIT retweeted
When I did my PhD in 2004, we spent countless hours reading papers, implementing ideas from scratch, running simulations, debugging code & trying to make sense of noisy data. Every insight came slowly; through iteration, intuition, and often frustration! I would have never…
LAMM@MIT retweeted
Big breakthrough: A few months ago we introduced SPARKS, our autonomous scientific discovery model. Since then we have demonstrated applicability to broad problem spaces across domains from proteins, bio-inspired materials to inorganic materials. SPARKS learns by doing, thinks by…
Excellent work by @LAMM_MIT @MIT_CEE graduate student @IrisWeiLu, congrats!
Excellent work by @LAMM_MIT @MIT_CEE graduate student @IrisWeiLu, congrats!
LAMM@MIT retweeted
Paper (open source): In-situ Graph Reasoning and Knowledge Expansion Using Graph-PRefLexOR, DOI: doi.org/10.1002/aidi.2…, 2025
LAMM@MIT retweeted
Recent studies show that even frontier LLMs can hallucinate factual "truths" or lose coherence on long multi-step chains, and stumble when a task drifts outside their training distribution. These are often serious roadblocks for autonomous discovery and hypothesis generation.…
LAMM@MIT retweeted
Link to the course website: professional.mit.edu/course-catalog…
LAMM@MIT retweeted
17/ @ProfBuehlerMIT announced that the local mistral-rs inference server now has full, built-in 🔌 MCP support - the emerging AI agent interface or ‘USB-C for AI’! x.com/ProfBuehlerMIT…
17/ @ProfBuehlerMIT announced that the local mistral-rs inference server now has full, built-in 🔌 MCP support - the emerging AI agent interface or ‘USB-C for AI’! x.com/ProfBuehlerMIT…
LAMM@MIT retweeted
Here is a link to the paper on arXiv: arxiv.org/abs/2506.17333
LAMM@MIT retweeted
Cellular automata (CA) have long illustrated how simple local rules give rise to complex global behavior, offering a lens on emergence, irreducibility & the limits of prediction. In earlier work (LifeGPT) we have shown that transformers can learn CA rules, such as Game of Life.…
Congrats @JaimeBerkovich and Noah David!
Congrats @JaimeBerkovich and Noah David!
LAMM@MIT retweeted
Anantha Chandrakasan named MIT provost: A faculty member since 1994, Chandrakasan has also served as dean of engineering and MIT’s inaugural chief innovation and strategy officer, among other roles. news.mit.edu/2025/anantha-c…
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