48:59
🔍 YouTube Search Results for "machine learning interatomic potential development with maml"
Found 18 results
56:27
Machine Learning Meets Molecular Dynamics: A Crash Course in MLIPs for Solids
Atoms to Materials
7.6K views
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50:39
Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM)
1.5K views
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58:38
Gabor Csányi - Machine learning potentials: from polynomials to message passing networks
Institute for Pure & Applied Mathematics (IPAM)
6.4K views
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1:27:06
Daniel Schwalbe Koda: Machine learning for interatomic potentials
FAIRmat and NOMAD
7.9K views
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54:23
Matthias Rupp: "How to assess scientific machine learning models? Prediction errors and predicti..."
Institute for Pure & Applied Mathematics (IPAM)
1.0K views
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1:22:55
22:41
A Unified Understanding of Equivariant Interatomic Potentials
ICTP Condensed Matter and Statistical Physics
832 views
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31:16
1:03:32
Emine Küçükbenli - Atomistic modelling with Neural Network Potentials with PANNA
mlip-workshop-2021
673 views
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52:44
Aidan Thompson - LAMMPS simulation: physics models, machine-learning potentials, exascale computing
Institute for Pure & Applied Mathematics (IPAM)
1.6K views
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59:17
Lecture: Computing thermodynamic and transport properties using machine learning potentials
ICTP Condensed Matter and Statistical Physics
1.0K views
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46:37
"A Whirlwind Tour of Molecular Machine Learning" by Patrick Riley
Harvard Institute for Applied Computational Science
629 views
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21:22
22:29
Hands-on session 4: Machine learning of Wannier centers and dipoles
DeepModeling
1.2K views
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7:38
Automating the composition of ML interatomic potentials in Julia | Emmanuel Lujan | JuliaCon 2023
The Julia Programming Language
133 views
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47:15
Convenient and efficient development of Machine Learning Interatomic Potentials
nanohubtechtalks
3.9K views
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1:03:15