Pankaj K Mishra
@pankajkmishraA geophysicist working with scientific machine learning (SciML) and HPC with applications to geoscience
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I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
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Repos
34
PRs
0
Growth
+18%
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William Gearty
@willgearty
Mohamed Sobh
@MooSobh
Rafael Schouten
@rafaqz
AlanGJones
@AlanGJones
Shaowen Wang
@GeophyAI
Top Repositories
NodeLab is a simple MATLAB-repository for node-generation and adaptive refinement for testing, and implementing various meshfree methods (including physics-informed neural networks, PINNs and DeepOnet) for solving PDEs in arbitrary domains.
Julia package for generating collocation points inside various domains, with support for variable point density. The primary goal here is to use this for solving PDEs with physics-informed machine learning
This is the materials which I (with Anand Singh) use to teach MATLAB to freshly admitted geoscience students in my department.
Julia Project website
Inversion of Geophysical Data at University of Helsinki (9/3–27/4/2026) Lectures Master's Programme in Geology and Geophysics and open university studies
Geoscientific machine learning, Living book with Julia hands-on exercises
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
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