Fortnight Papers

The EPSCI group attempts to keep up with recent software activities in the field by reviewing another paper every fortnight(=2 weeks). The table below lists the papers themselves along with links to any discussion notes. Most of these we will try and pull from journals listed on the EPSCI publications page, however papers from any source may be considered . Suggestions for papers to review are welcome!

https://www.sciencedirect.com/science/article/pii/S0168900221006513

Fortnight Papers

Journal	Title	Discussion date	Discussion Notes
Nature	Magnetic control of tokamak plasmas through deep reinforcement learning	2022-03-30	Discussion of: Magnetic control of tokamak plasmas through deep reinforcement learning
arXiv.org	A 20 Gbps PAM4 Data Transmitter ASIC for Particle Physics Experiments	2022-03-02	Discussion of: A 20 Gbps PAM4 Data Transmitter ASIC for Particle Physics Experiments
EAoAI	A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network	2022-02-02	Discussion of: A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network
NIM	Classical and machine learning methods for event reconstruction in NeuLAND	2022-01-19	Discussion of: Learning Classical and machine learning methods for event reconstruction in NeuLAND
arXiv.org	Learning Deep Features for Discriminative Localization	2021-11-01	Discussion of: Learning Deep Features for Discriminative Localization
IEEE	Moving Compute towards Data in Heterogeneous multi-FPGA Clusters using Partial Reconfiguration and I/O Virtualisation	2021-09-27	Discussion of: Moving Compute towards Data in Heterogeneous multi-FPGA Clusters using Partial Reconfiguration and I/O Virtualisation
CPC	Real-time data processing in the ALICE High Level Trigger at the LHC	2021-08-30	Discussion of: RT data processing for ALICE HLT
arXiv.org	Mask R-CNN	2021-07-19	Discussion of: Mask R-CNN
(multi)	Julia paper YouTube talk Neural ODEs w/ Julia (blog)	2021-06-21	Discussion of: Julia
NIM	Throttling strategies and optimization of the trigger-less streaming DAQ system in the CBM experiment	2021-06-07	discussion
IEEE Xplore	Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications	2021-05-24	discussion
CPC	HEP-Frame: Improving the efficiency of pipelined data transformation & filtering for scientific analyses	2021-04-30	discussion
CPC	Jas4pp — A data-analysis framework for physics and detector studies	2021-03-15	discussion
vCHEP	Hydra TriDAS+JANA2 HOSS!	2021-03-01	discussion
CPC	Development of FPGA based phase alignment logic for the high speed protocol in HEP Experiments	2020-11-23	discussion
CPC	FeynGame	2020-10-12	discussion
N/A	Python Global Interpreter Lock RealPython GIL	2020-09-28	discussion
SoftwareX	Mcfly: Automated deep learning on time series	2020-09-07	discussion
SoftwareX	GeoRocket: A scalable and cloud-based data store for big geospatial files	2020-08-24	discussion
CPC	The Control Unit of the KM3NeT Data Acquisition System	2020-07-20	discussion
SoftwareX	Qudi: A modular python suite for experiment control and data processing	2020-06-29	discussion