Julia implementation of the MAGI algorithm for Bayesian parameter estimation in dynamical systems
ELEC70127 Machine Learning for Tackling Climate Change - final project
Code Listings models of The Years of the Switch and the Dream of The Singularity 2020 CE
Hierarchical Bayesian Operator-induced Symbolic Regression Trees for Structural Learning of Scientific Expressions
Fortran engine to couple neural network based Mie emulator, called MieAI, with ICON-ART.
A high-performance direct n-body simulator for stellar astrophysics.
Poster for Nonlinear Compressive Reduced Basis
Final projects for 401-4656-21L AI in Sciences and Engineering @ ETHz. Includes implementation of Fourier Neural Operator (FNO) with time dependency, data-driven symbolic regression with PDE-Find and foundation model based on FNO for phase-field dynamics
Personal website of Pankaj K Mishra, built using Hugo with a customized version of the hugo-xmin theme, HTML, and CSS, and hosted on GitHub Pages.
Winning Submission for ice segmentation, using image processing. Organized by British Antarctic Survey(BAS) And SciMl University of Leeds
A webhook service that imports SCIM (System for Cross-domain Identity Management) user data.
Missing Term Recovery in Stellar Structure Equations
A continuous depth language model framework in Julia, implementing Neural ODE Transformers, custom continuous attention integrators, reversible depth architectures, adjoint-based training, and efficient KV-cached inference.
Lorenz 63 Attractor, Kortweg - De Vries and Burgers equations, and wave stuff.
Implementation of CT-RNNs in Julia's SciML ecosystem
A Physics Informed Neural Network made using PyTorch
🌟 Explore machine learning and parallel computing through hands-on projects on supercomputing and GPU architecture for real-world data analysis.
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