Garden's Almanac of Matter Models

MACE-MATPES-r2SCAN-0

March 2025

Checkpoint Params Polaris Sophia Perlmutter Delta Frontier Della
mace-matpes-r2scan-0
mace:custom
verified, last 30 days installed, not recently verified not installed

No cluster has installed any checkpoint of this model yet.


Running this model
1# from a job or interactive session on a supported cluster:
2from rootstock import RootstockCalculator
3
4with RootstockCalculator(
5 cluster=YOUR_CLUSTER_ID, # eg, "polaris", "perlmutter"
6 checkpoint="mace-matpes-r2scan-0",
7 device="cuda",
8) as calc:
9 # model is now running in subprocess on compute node
10 atoms.calc = calc
11 atoms.get_potential_energy()

Environments

Rootstock runs each model family inside an isolated Python environment defined by a single file. This environment file includes the specific dependencies needed, plus a setup() function that loads the model and returns an ASE calculator. These files are usually almost identical for a given model family, but because of cluster-specific quirks (eg, an old CUDA driver) the dependencies and setup code can vary a bit.

Couldn't load the current environments from Rootstock.


References
  1. Batatia, Ilyes, Benner, Philipp, Chiang, Yuan, Elena, Alin M., Kovács, Dávid P., Riebesell, Janosh, Advincula, Xavier R., Asta, Mark, Avaylon, Matthew, Baldwin, William J., Berger, Fabian, Bernstein, Noam, Bhowmik, Arghya, Bigi, Filippo, Blau, Samuel M., Cărare, Vlad, Ceriotti, Michele, Chong, Sanggyu, Darby, James P., De, Sandip, Della Pia, Flaviano, Deringer, Volker L., Elijošius, Rokas, El-Machachi, Zakariya, Falcioni, Fabio, Fako, Edvin, Ferrari, Andrea C., Gardner, John L. A., Gawkowski, Mikolaj J., Genreith-Schriever, Annalena, George, Janine, Goodall, Rhys E. A., Grandel, Jonas, Grey, Clare P., Grigorev, Petr, Han, Shuang, Handley, Will, Heenen, Hendrik H., Hermansson, Kersti, Holm, Christian, Ho, Cheuk Hin, Hofmann, Stephan, Jaafar, Jad, Jakob, Konstantin S., Jung, Hyunwook, Kapil, Venkat, Kaplan, Aaron D., Karimitari, Nima, Kermode, James R., Kourtis, Panagiotis, Kroupa, Namu, Kullgren, Jolla, Kuner, Matthew C., Kuryla, Domantas, Liepuoniute, Guoda, Lin, Chen, Margraf, Johannes T., Magdău, Ioan-Bogdan, Michaelides, Angelos, Moore, J. Harry, Naik, Aakash A., Niblett, Samuel P., Norwood, Sam Walton, O'Neill, Niamh, Ortner, Christoph, Persson, Kristin A., Reuter, Karsten, Rosen, Andrew S., Rosset, Louise A. M., Schaaf, Lars L., Schran, Christoph, Shi, Benjamin X., Sivonxay, Eric, Stenczel, Tamás K., Svahn, Viktor, Sutton, Christopher, Swinburne, Thomas D., Tilly, Jules, van der Oord, Cas, Vargas, Santiago, Varga-Umbrich, Eszter, Vegge, Tejs, Vondrák, Martin, Wang, Yangshuai, Witt, William C., Wolf, Thomas, Zills, Fabian, Csányi, Gábor, A foundation model for atomistic materials chemistry, arXiv, 2024.