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Joel Venzke's Projects

automated-nmr-assignment icon automated-nmr-assignment

The goal of this research is to design an algorithm capable of automating the analysis of backbone protein NMR data by implementing AI strategies such as greedy and A* search.

cime icon cime

Common Infrastructure for Modeling the Environment

curing-chamber icon curing-chamber

A flask app to monitor and control a curing chamber with a raspberry pi

hands-on-machine-learning icon hands-on-machine-learning

Working through Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

kaggle-dataset-work icon kaggle-dataset-work

A collection of various machine learning projects I am working on using Kaggle datasets

parallel_neural_network icon parallel_neural_network

A basic implementation of a parallel neural network using CUDA/C++ that was used to compare training times between serial and GPGPU codes

phd-thesis icon phd-thesis

My PhD thesis where I developed methods for imaging electron motion on the attosecond time scale utilizing state-of-the-art numerical solutions to the time dependent Schrodinger equation

rbf_mesh icon rbf_mesh

Solver for the Time Independent Schrödinger Equation using radial basis functions (RBF). The code utilize polyharmonic splines and attached exponentials.

sagecell icon sagecell

The Sage Cell Server---providing a way to embed Sage computations into any web page.

tdse icon tdse

A highly parallel code for studying laser atom interactions in ultrafast physics. The code solves the time dependent Schrodinger Equation (TDSE) for one or two active electrons interacting with an intense ultrashort laser pulse.

the-gambit icon the-gambit

Learning Keras/Tensorflow by building a chess engine based on RL of a DNN

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