Parallel scalable simulations of biological neural networks using TensorFlow: A beginner's guide حسب Rishika Mohanta (7327013)

"…In this article and the accompanying tutorials, we present a simple exposition of numerical methods to solve ordinary differential equations using Python and TensorFlow. The tutorials consist of a series of Python notebooks that, over the course of five sessions, will lead novice programmers from writing programs to integrate simple one-dimensional ordinary differential equations using Python to solving a large system (1000's of differential equations) of coupled conductance-based neurons using a highly parallelized and scalable framework. …"

CiddorPy: Python functions for phase and group refractive index in air حسب Florian Pollinger (6657344)

"…CiddorPy.py: Python module which provides functions providing the group and phase index of refraction in air depending on wavelength, temperature, pressure, relative humidity and carbon dioxide contents. …"

libEnsemble: A Python Library for Dynamic Ensemble-Based Computations حسب John-Luke Navarro (9024008)

"…We emphasize several of libEnsemble's potential use-cases, modules for solving specific problems, flexibility across systems of varying capabilities, and supported high-performance machines. …"

Overview of PEtab files and the most important features. حسب Leonard Schmiester (8327379)

DataSheet1_OSAFT Library: An Open-Source Python Library for Acoustofluidics.zip حسب Jonas Fankhauser (12895304)

"…<p>In this article, we present the Open-Source AcoustoFluidics Theories (OSAFT) library (version 0.9.14), a Python library for acoustofluidics. The focus of the library is the classical problem of a particle suspended in a fluid and subjected to an incident acoustic wave. …"

Calculation of Critical Curves of Fluid Mixtures through Solution of Differential Equations حسب Ulrich K. Deiters (1818115)

"…These differential equations are integrated with adaptive numerical integration methods, thus avoiding the convergence problems that so often afflict methods using algebraic equations. …"

Data for paper Designing Quantum Networks Using Preexisting Infrastructure حسب Guus Avis (11081094)

"…<br></div><div><br></div><div>The python code used to generate the data can be found in the this GitHub repository: https://github.com/jtrabbie/RepAlloc .…"

Collision Efficiency Parameter Influence on Pressure-Dependent Rate Constant Calculations Using the SS-QRRK Theory حسب E. Grajales-González (6083633)

"…To overcome this underestimation problem, we evaluated and implemented in a bespoke Python code two alternative definitions for the collision efficiency using the SS-QRRK theory and tested their performance by comparing the pressure-dependent rate constants with the Rice–Ramsperger–Kassel–Marcus/Master Equation (RRKM/ME) results. …"

Collision Efficiency Parameter Influence on Pressure-Dependent Rate Constant Calculations Using the SS-QRRK Theory حسب E. Grajales-González (6083633)

"…To overcome this underestimation problem, we evaluated and implemented in a bespoke Python code two alternative definitions for the collision efficiency using the SS-QRRK theory and tested their performance by comparing the pressure-dependent rate constants with the Rice–Ramsperger–Kassel–Marcus/Master Equation (RRKM/ME) results. …"

Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing حسب Pi-Yueh Chuang (4032893)

"…We further use Python to deploy the Docker containers to Microsoft Azure clusters. …"

Landlab: a new, open-source, modular, Python-based tool for modelling Earth surface dynamics حسب Daniel E. J. Hobley (19689817)

Gladier - A programmable data capture, storage, and analysis architecture for experimental facilities حسب Kyle Chard (5131859)

"…Each service can be accessed via REST APIs, and/or from Python via a simple client library (which calls the REST APIs). …"

Fast optimization for large scale logistics in complex urban systems using the hybrid sparrow search algorithm حسب Yao Yao (7903457)

Extending the OMERO APIs for the image data management of the future حسب Erick Martins Ratamero (14052655)

"…To help solving these challenges, we have developed ezomero , a simplified API to perform common tasks in Python while interacting with an OMERO server, and omero cli transfer, to create and use single file transfer packets to move data from and to OMERO servers.…"

Poster: Evaluating the Programming for Physical Sciences website and forums on SM123 Physics and Space حسب Andy Diament (17201125)

"…<p dir="ltr">Students on SM123 <i>Physics and space</i> learn programming in Python across the module. Some find it straightforward, others very difficult. …"

hIPPYlib: An Extensible Software Framework for Large-scale Inverse Problems حسب Olalekan A. Babaniyi (767286)

"…We present an Inverse Problem PYthon library (hIPPYlib) for solving large-scale deterministic and Bayesian inverse problems governed by partial differential equations (PDEs). hIPPYlib implements state-of-the-art scalable algorithms that exploit the structure of the problem, notably the Hessian of the log posterior. …"

LibEnsemble + PETSc/TAO- Sustaining a library for dynamic ensemble-based computations حسب Stephen Hudson (6396887)

Practical rules for summing the series of the Tweedie probability density function with high-precision arithmetic حسب NELSON L. DIAS (8078003)

"…These implementations need to utilize high-precision arithmetic, and are programmed in the Python programming language. A thorough comparison with existing R functions allows the identification of cases when the latter fail, and provide further guidance to their use.…"

<b>FluxZayn: </b>An Extension for Stable Diffusion WebUI Forge 300 word overview حسب Umran Ali (3853630)

"…<p dir="ltr"><b>FluxZayn: </b>An Extension for Stable Diffusion WebUI Forge 300 word overview<br></p><p dir="ltr">This practice-led, auto-ethnographic case study documents the creation of FluxZayn, a Python-based extension for the Stable Diffusion WebUI Forge platform that enables one-click transparent PNG generation. …"

Slides: A better strategy for interpolating gravity and magnetic data حسب Santiago Rubén Soler (6476147)

"…What is more, we expect that these optimizations can benefit similar spatial prediction problems beyond gravity and magnetic data.</div><div><br></div><div>The source code developed for this study is based on the EQL implementation available in Harmonica (fatiando.org/harmonica), an open-source Python library for modelling and processing gravity and magnetic data. …"