Projects: pypi: DeepXDE
https://packages.ecosyste.ms/registries/pypi.org/packages/DeepXDE
A library for scientific machine learning
61 versions
Latest release: over 2 years ago
2 dependent packages
5,149 downloads last month
Enhanced Analysis
Educational Contributors:
mdaneker@seas.upenn.edu
kuangdai.leng@stfc.ac.uk
nathanee@seas.upenn.edu
1915438@swansea.ac.uk
mtr22@pitt.edu
ww382@cornell.edu
gabrielm@cs.cmu.edu
tangqi@msu.edu
Repository Activity:
Repository Owner:
Lu Lu (user)
Assistant Professor of Chemical and Biomolecular Engineering, University of Pennsylvania Academic
Assistant Professor of Chemical and Biomolecular Engineering, University of Pennsylvania Academic
README Analysis:
DOI Found
ArXiv Preprint
CITATION.cff
Science Score: 100/100
Starting Score: 100 points
Bonuses:
-
+160
Educational commit emails
8 contributors with educational email addresses -
+20
Academic repository owner
Repository owned by academic institution -
+10
Educational website
Repository owner has educational domain website -
+24
Science terms in README
12 scientific terms found in README -
+10
DOI references
1 DOI references found in README -
+6
Academic links
1 academic links found in README -
+15
CITATION.cff file
Contains citation file for academic attribution
Penalties:
-
-10
PyPI ecosystem
General-purpose ecosystem
Very Likely Science (100)
Papers Mentioning DeepXDE 1
10.1371/journal.pcbi.1007575
Systems biology informed deep learning for inferring parameters and hidden dynamicsCited by: 119
Author(s): Alireza Yazdani, Lu Lu, Maziar Raissi, George Em Karniadakis
Software Mentions: 1
Published: about 5 years ago