Search Results - modular python package~

PyFasma: an open-source, modular Python package for preprocessing and multivariate analysis of Raman spectroscopy data by Pavlou, Eleftherios, Kourkoumelis, Nikolaos

“… We present PyFasma, an open-source Python package for Raman spectroscopy, integrating essential preprocessing tools…”
Get more information

mspacman: A modular python package for three-dimensional (3D) partial volume corrected particle characterization using X-ray computed tomography by Gupta, Shuvam

“…•Modular Python package for 3D CT particle characterization with partial volume correction…”
Get full text

pymodconn: A python package for developing modular sequence-to-sequence control-oriented deep neural networks by Chaudhary, Gaurav, Johra, Hicham, Georges, Laurent, Austbø, Bjørn

“…This paper introduces ''pymodconn'', a comprehensive python package developed for constructing modular sequence-to-sequence control-oriented deep neural networks…”
Get full text

FluidSim: Modular, Object-Oriented Python Package for High-Performance CFD Simulations by Mohanan, Ashwin Vishnu, Bonamy, Cyrille, Linares, Miguel Calpe, Augier, Pierre

“…The Python package fluidsim is introduced in this article as an extensible framework for Computational Fluid Mechanics (CFD) solvers…”
Get full text

DomainLab: A modular Python package for domain generalization in deep learning by Sun, Xudong, Feistner, Carla, Gossmann, Alexej, Schwarz, George, Rao, Muhammad Umer, Beer, Lisa, Rockenschaub, Patrick, Rahul Babu Shrestha, Gruber, Armin, Chen, Nutan, Sayedali Shetab Boushehri, Buettner, Florian, Marr, Carsten

“… DomainLab is a modular Python package for training user specified neural networks with composable regularization loss terms…”
Get full text

amisrsynthdata: A Python package for generating synthetic data for the Advanced Modular Incoherent Scatter Radars by Lamarche, Leslie J.

Get full text

The EVcouplings Python framework for coevolutionary sequence analysis by Hopf, Thomas A, Green, Anna G, Schubert, Benjamin, Mersmann, Sophia, Schärfe, Charlotta P I, Ingraham, John B, Toth-Petroczy, Agnes, Brock, Kelly, Riesselman, Adam J, Palmedo, Perry, Kang, Chan, Sheridan, Robert, Draizen, Eli J, Dallago, Christian, Sander, Chris, Marks, Debora S

“…), and de novo prediction of structure and mutation effects. The combination of an easy to use, flexible command line interface and an underlying modular Python package…”
Get full text

regional-mom6: A Python package for automatic generation of regional configurations for the Modular Ocean Model 6 by Barnes, Ashley J., Constantinou, Navid C., Gibson, Angus H., Kiss, Andrew E., Chapman, Chris, Reilly, John, Bhagtani, Dhruv, Yang, Luwei

Get full text

ProPythia: A Python package for protein classification based on machine and deep learning by Sequeira, Ana Marta, Lousa, Diana, Rocha, Miguel

“…The field of protein data mining has been growing rapidly in the last years. To characterize proteins and determine their function from their amino acid…”
Get full text

kMCpy: A python package to simulate transport properties in solids with kinetic Monte Carlo by Deng, Zeyu, Mishra, Tara P., Xie, Weihang, Saeed, Daanyal Ahmed, Gautam, Gopalakrishnan Sai, Canepa, Pieremanuele

“… Here, we present kMCpy, a lightweight, customizable, and modular python package to compute the ionic transport properties in crystalline materials using kMC…”
Get full text

FluidSim: modular, object-oriented Python package for high-performance CFD simulations by Mohanan, Ashwin Vishnu, Bonamy, Cyrille, Miguel Calpe Linares, Augier, Pierre

“…The Python package fluidsim is introduced in this article as an extensible framework for Computational Fluid Mechanics (CFD) solvers…”
Get full text

QuakeMigrate: a Modular, Open-Source Python Package for Automatic Earthquake Detection and Location by Winder, Tom, Bacon, Conor, Smith, Jonathan, Hudson, Thomas, Greenfield, Tim, White, Robert

“… QuakeMigrate is a new modular, open-source python package providing a framework to efficiently…”
Get full text

Mocafe: a comprehensive Python library for simulating cancer development with Phase Field Models by Pradelli, Franco, Minervini, Giovanni, Tosatto, Silvio C E

“… To reduce this gap, we developed Mocafe, a modular open-source Python package that implements some of the most important PFMs reported in the literature…”
Get full text

Python Group Additivity (pGrAdd) software for estimating species thermochemical properties by Wittreich, Gerhard R., Vlachos, Dionisios G.

“… We introduce the Python Group Additivity software (pGrAdd) that implements comprehensive group additivity in a simple, modular, lightweight Python package that is extensible and easy to implement…”
Get full text

CELL: a Python package for cluster expansion with a focus on complex alloys by Rigamonti, Santiago, Troppenz, Maria, Kuban, Martin, Hübner, Axel, Draxl, Claudia

“…We present the Python package CELL, which provides a modular approach to the cluster expansion (CE) method…”
Get full text

Catalight─An Open-Source Automated Photocatalytic Reactor Package Illustrated through Plasmonic Acetylene Hydrogenation by Bourgeois, B B, Dai, A X, Carlin, C C, Yuan, L, Al-Zubeidi, A, Cheng, W H, Swearer, D F, Dionne, J A

“…An open-source and modular Python package, Catalight, is developed and demonstrated to automate (photo…”
Get more information

Pyeo: A Python package for near-real-time forest cover change detection from Earth observation using machine learning by Roberts, J.F., Mwangi, R., Mukabi, F., Njui, J., Nzioka, K., Ndambiri, J.K., Bispo, P.C., Espirito-Santo, F.D.B., Gou, Y., Johnson, S.C.M., Louis, V., Pacheco-Pascagaza, A.M., Rodriguez-Veiga, P., Tansey, K., Upton, C., Robb, C., Balzter, H.

“… Once trained, a machine learning model can be applied to new images automatically. This paper introduces the open-access Python 3 package Pyeo…”
Get full text

ModeHunter: A Package for the Reductionist Analysis, Animation, and Application of Elastic Biomolecular Motion by Wriggers, Willy, Alshammari, Maytha, Stember, Joseph N, Stolzenberg, Sebastian, Metwally, Essam, Auer, Manfred, He, Jing, Weinstein, Harel

“…ModeHunter is a modular Python software package for the simulation of 3D biophysical motion across spatial resolution scales using modal analysis of elastic networks…”
Get more information

diel_models: a python package for systematic integration of day–night cycles into plant genome-scale metabolic models by Martins, Luciana, Capela, João, Cunha, Emanuel, Sampaio, Marta, Dias, Oscar

“… diel_models is a lightweight, modular package with minimal dependencies and broad Python compatibility (v3.8…”
Get full text

A Python Multiscale Thermochemistry Toolbox (pMuTT) for thermochemical and kinetic parameter estimation by Lym, Jonathan, Wittreich, Gerhard R., Vlachos, Dionisios G.

“… The Python multiscale thermochemistry toolbox (pMuTT) is a Python software library developed to streamline the conversion of ab-initio data to thermochemical properties…”
Get full text