%20--%3E%3Cmetadata%20xmlns%3Ardf%3D%22http%3A%2F%2Fwww.w3.org%2F1999%2F02%2F22-rdf-syntax-ns%23%22%20xmlns%3Axsi%3D%22http%3A%2F%2Fwww.w3.org%2F2001%2FXMLSchema-instance%22%20xmlns%3Adc%3D%22http%3A%2F%2Fpurl.org%2Fdc%2Felements%2F1.1%2F%22%20xmlns%3Adcterms%3D%22http%3A%2F%2Fpurl.org%2Fdc%2Fterms%2F%22%3E%3Crdf%3ARDF%3E%3Crdf%3ADescription%3E%3Cdc%3Atitle%3EShadows%3C%2Fdc%3Atitle%3E%3Cdc%3Acreator%3EDiceBear%3C%2Fdc%3Acreator%3E%3Cdc%3Asource%20xsi%3Atype%3D%22dcterms%3AURI%22%3Ehttps%3A%2F%2Fwww.dicebear.com%3C%2Fdc%3Asource%3E%3Cdcterms%3Alicense%20xsi%3Atype%3D%22dcterms%3AURI%22%3Ehttps%3A%2F%2Fcreativecommons.org%2Fpublicdomain%2Fzero%2F1.0%2F%3C%2Fdcterms%3Alicense%3E%3Cdc%3Arights%3E%E2%80%9CShadows%E2%80%9D%20(https%3A%2F%2Fwww.dicebear.com)%20by%20%E2%80%9CDiceBear%E2%80%9D%2C%20licensed%20under%20%E2%80%9CCC0%201.0%E2%80%9D%20(https%3A%2F%2Fcreativecommons.org%2Fpublicdomain%2Fzero%2F1.0%2F)%3C%2Fdc%3Arights%3E%3C%2Frdf%3ADescription%3E%3C%2Frdf%3ARDF%3E%3C%2Fmetadata%3E%3Cdefs%3E%3Cg%20id%3D%22shoulders-sloped-6df33fbe%22%3E%3Cpath%20d%3D%22M3%2050C3%2013%2019.2%205%2039%205s36%208%2036%2045Z%22%20fill%3D%22%235b4e30%22%2F%3E%3C%2Fg%3E%3Cg%20id%3D%22tops-puffs-6df33fbe%22%3E%3Cg%3E%3Cellipse%20cx%3D%2228%22%20cy%3D%2231%22%20rx%3D%2221%22%20ry%3D%2219%22%20fill%3D%22%235b4e30%22%2F%3E%3Ccircle%20cx%3D%2214%22%20cy%3D%2219%22%20r%3D%228.5%22%20fill%3D%22%235b4e30%22%2F%3E%3Ccircle%20cx%3D%2242%22%20cy%3D%2219%22%20r%3D%228.5%22%20fill%3D%22%235b4e30%22%2F%3E%3C%2Fg%3E%3C%2Fg%3E%3Cg%20id%3D%22heads-oval-6df33fbe%22%3E%3Cuse%20transform%3D%22matrix(.95%200%200%20.95%204.47%201.84)%20rotate(3%2C%2028%2C%2025)%22%20href%3D%22%23tops-puffs-6df33fbe%22%2F%3E%3Cellipse%20cx%3D%2231%22%20cy%3D%2238%22%20rx%3D%2218%22%20ry%3D%2221%22%20fill%3D%22%235b4e30%22%2F%3E%3C%2Fg%3E%3CclipPath%20id%3D%22clip-6df33fbe%22%3E%3Crect%20width%3D%22100%22%20height%3D%22100%22%20rx%3D%220%22%20ry%3D%220%22%2F%3E%3C%2FclipPath%3E%3C%2Fdefs%3E%3Cg%20clip-path%3D%22url(%23clip-6df33fbe)%22%3E%3Crect%20width%3D%22100%22%20height%3D%22100%22%20fill%3D%22%23dfe8ed%22%2F%3E%3Cuse%20transform%3D%22translate(11%2051)%22%20href%3D%22%23shoulders-sloped-6df33fbe%22%2F%3E%3Cuse%20transform%3D%22translate(19%201)%22%20href%3D%22%23heads-oval-6df33fbe%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E)
📢 @xuhuihuangchem.bsky.social and colleagues present MEMnets, combining statistical mechanics theory with DL to find the slowest collective variables for biomolecular dynamics. @uwdsi.bsky.social @uwmadscience.bsky.social #chemsky www.nature.com/articles/s43... 🔓https://rdcu.be/eqnCf
nature.comMemory kernel minimization-based neural networks for discovering slow collective variables of biomolecular dynamics - Nature Computational ScienceThis study presents MEMnets, an approach that integrates statistical mechanics with deep learning to identify the slowest collective variables for biomolecular dynamics. MEMnets effectively captures m...
0 reposts4 likes