@profvlilienfeld.bsky.social
1.8K followers 210 following 25 posts
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aspuru.bsky.social
MERMAid is the perfect aid to extract your chemical reaction information. Check out our work and follow @thematterlab.bsky.social
thematterlab.bsky.social
Introducing MERMaid 🧜‍♀️ - our multimodal aid for reaction mining that uses vision-language models to transform graphical elements from any PDF into a machine-readable knowledge graph for data-driven research and integration with knowledge-intensive systems.
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beilstein-institut.bsky.social
The list of speakers is complete! Beilstein Nanotechnology Symposium 2025 “#SmartMaterials for advancing #healthcare”, 📅 June 3-5, 2025, in Limburg, Germany: 

🔗 https://www.beilstein-institut.de/en/symposia/smart-nanomaterials-for-advancing-healthcare/?B=y

#BeilsteinNanoHealthcare2025
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lindorfflarsen.bsky.social
Machine learning is great, but I’m still much more excited when a few well-chosen, physically motivated features explain your data
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physgal.bsky.social
Do you know (or are you) a senior scientist in the USA who might like to move to Canada in the near future? The 2026 call for CERCs (Canada Excellence Research Chairs) was posted last month: 🧪 ⚛️ 🔭 🇨🇦
Canada Excellence Research Chairs - Home
The CERC Program offers eligible Canadian degree-granting universities the opportunity to establish research Chairs at their institutions in research areas that are of strategic importance to Canada.
www.cerc.gc.ca
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aspuru.bsky.social
Come to #accelerate25 the premier conference on #aiformaterials #selfdrivinglabs #chemsky Please RT
accelerationc.bsky.social
Registration for the 2025 Accelerate conference in Toronto (Aug 11–14) opens soon! Be the first to know: zr2z766pxls.typeform.com/accelerate25
profvlilienfeld.bsky.social
Antisymmetry rules across chemical space also hold for #quantum chemistry response properties! Honoured to contribute to this project spearheaded by Takafumi Shiraogawa, and in collaboration with Simon Krug and Masahiro Ehara. #compchem #arxiv draft: arxiv.org/abs/2502.12761
profvlilienfeld.bsky.social
Explore the dance of molecules! 💃📷 We estimate the rotational and vibrational partition functions for diatomic molecules, connecting QM to thermodynamics, using closed form integrals over states. youtu.be/bkyZb0jRhGY #StatisticalMechanics #PhysChem
@uoft.bsky.social @chemuoft.bsky.social
Statistical Mechanics 6_2
YouTube video by Prof von Lilienfeld
youtu.be
profvlilienfeld.bsky.social
We separated the partition function, showing how internal energy emerges from translational, rotational, and vibrational degrees of freedom. Then, we derived the translational partition function straight from the solution of Schrödinger's equation for the particle in a box. youtu.be/ekG_7mUenWA
Statistical Mechanics 5_2
YouTube video by Prof von Lilienfeld
youtu.be
profvlilienfeld.bsky.social
Pumped about #MachineLearning the adaptive exact exchange admixture in hybrid #DFT approximations: It can even cure the infamous spin-gap problem (see below). Just out in @ScienceAdvances with D Khan, A Price, B Huang and M Ach! @uoft.bsky.social #CompChem www.science.org/doi/10.1126/...
profvlilienfeld.bsky.social
😀 yes, but maybe it's already unique with even fewer properties?
profvlilienfeld.bsky.social
Thanks, do you know of any studies that have already assessed their effectiveness? And should we be devising drugs that inhibit glutamine synthesis in the body?
profvlilienfeld.bsky.social
fully agreed, in order to mimic multiple properties _and_ size (or weight) the likelihood for another system to match water would be zero. My question would be: How many (and which) properties does it take?
profvlilienfeld.bsky.social
Looking for some biochemists! I'm really intrigued by this. Could it really be true, or is it a hoax? Do I get it right that this could be a worthwhile strategy to combat cancer? www.youtube.com/watch?v=KjdA...
New Study Confirms that Cancer Cells Ferment Glutamine
YouTube video by Talking Cancer With Professor Thomas Seyfried
www.youtube.com
profvlilienfeld.bsky.social
4/n One could certainly argue that all compounds are represented as discrete and distinct points in Hilbert space. Unfortunately, I have no idea what this implies in terms of philosophy! But maybe you can help, or some philosopher on bsky.social who's interested in this ...
a man in a suit and tie is covering his mouth with his hands and making a funny face .
ALT: a man in a suit and tie is covering his mouth with his hands and making a funny face .
media.tenor.com
profvlilienfeld.bsky.social
3/n the nature of the property also matters: Is it a scalar, a tensor, or a field? The electron charge density for example is, by virtue of Hohenberg Kohn, in a unique 1-to-1 relationship with Psi, thereby implying that no other compound B will exhibit the same electron density as compound A.
profvlilienfeld.bsky.social
2/n This is not uncommon, the energy for example (O_1 = H), is often (near-)degenerate in chemical space. However, afaik the likelihood for this to happen for one, or n, properties, is neither understood nor studied enough. I'd guess it decays rapidly with n even for generous error margins ...
profvlilienfeld.bsky.social
1/n Within some error margin, two compounds A and B can, by coincidence, exhibit the same property P_1 if their QM expectation values of the operator of P_1 happens to be sufficiently close, i.e. it is not necessarily true that <Psi_A | O_1 | Psi_A> != <Psi_B | O_1 | Psi_B>.
profvlilienfeld.bsky.social
Entropy 🌪️📷 We discuss the relation of entropy S to disorder W, S = kln(W), k being Boltzmann's constant. Thanks to Stirling, this simplifies to S = kln(N) for N equally likely states! What impact of order on chemistry ⚗️ ! Watch here: youtu.be/K_sBgM0oMAg?...
@uoft.bsky.social @chemuoft.bsky.social
profvlilienfeld.bsky.social
Just dropped my latest #StatisticalMechanics lecture on YouTube! 🔥 I explore how the thermodynamics of work and heat align with the statistical mechanical view. Check the fascinating consistency between macro and micro worlds. Watch now: youtu.be/Zt4G0VLSx9A #Thermodynamics #Physics #Education #UofT
Statistical Mechanics Lec 3_2
YouTube video by Prof von Lilienfeld
youtu.be
profvlilienfeld.bsky.social
New #COMPCHEM frontiers: Universal Alchemical Harmonic Approximation (AHA) based potentials seamlessly transmutate chemical composition. We demonstrate AHAs applicability as a foundational baseline for Delta #MachineLearning across chemical compound space. 📷 doi.org/10.1063/5.02...
Alchemical harmonic approximation based potential for iso-electronic diatomics: Foundational baseline for Δ-machine learning
We introduce the alchemical harmonic approximation (AHA) of the absolute electronic energy for charge-neutral iso-electronic diatomics at fixed interatomic dist
doi.org
profvlilienfeld.bsky.social
Unlock #StatisticalMechanics 101: internal energy, showcasing the partition function of the ideal gas, and then revealing the magic behind calculating pressure. Watch now: youtu.be/3hW33VjI_CY?... #Physics #Thermodynamics #Education @uoft.bsky.social @chemuoft.bsky.social
Statistical Mechanics Lec 3_1
YouTube video by Prof von Lilienfeld
youtu.be
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