A Process Model for AI‐Enabled Software Development: A Synthesis From Validation Studies in White Literature

T Gurgen Erdogan, H Altunel… - Journal of Software …, 2024 - Wiley Online Library
Context With the fast advancement of techniques in artificial intelligence (AI) and of the
target infrastructures in the last decades, AI software is becoming an undeniable part of …

Cortical motion perception emerges from dimensionality reduction with evolved spike-timing-dependent plasticity rules

K Chen, M Beyeler, JL Krichmar - Journal of Neuroscience, 2022 - Soc Neuroscience
The nervous system is under tight energy constraints and must represent information
efficiently. This is particularly relevant in the dorsal part of the medial superior temporal area …

Towards a dynamic composability approach for using heterogeneous systems in remote sensing

I Altintas, I Perez, D Mishin, A Trouillaud… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Influenced by the advances in data and computing, the scientific practice increasingly
involves machine learning and artificial intelligence driven methods which requires …

KubeGPU: efficient sharing and isolation mechanisms for GPU resource management in container cloud

W Shen, Z Liu, Y Tan, Z Luo, Z Lei - The Journal of Supercomputing, 2023 - Springer
With the increasing number of new containerized applications, such as high performance
and deep learning applications, started to reply on GPU, efficiently supporting GPU in …

Toward democratizing access to science data: Introducing the National Data Platform

M Parashar, I Altintas - … IEEE 19th International Conference on e …, 2023 - ieeexplore.ieee.org
Open and equitable access to scientific data is essential to addressing important scientific
and societal grand challenges, and to research enterprise more broadly. This paper …

Cognitive capabilities for the CAAI in cyber-physical production systems

J Strohschein, A Fischbach, A Bunte… - … International Journal of …, 2021 - Springer
This paper presents the cognitive module of the Cognitive Architecture for Artificial
Intelligence (CAAI) in cyber-physical production systems (CPPS). The goal of this …

CosmoVis: an interactive visual analysis tool for exploring hydrodynamic cosmological simulations

D Abramov, JN Burchett, O Elek… - … on Visualization and …, 2022 - ieeexplore.ieee.org
We introduce CosmoVis, an open source web-based visualization tool for the interactive
analysis of massive hydrodynamic cosmological simulation data. CosmoVis was designed …

Toward a methodology and framework for workflow-driven team science

I Altintas, S Purawat, D Crawl, A Singh… - Computing in Science …, 2019 - ieeexplore.ieee.org
Scientific workflows are powerful tools for the management of scalable experiments, often
composed of complex tasks running on distributed resources. Existing cyberinfrastructure …

[PDF][PDF] Tools/Frameworks that Support Development Process of AI-based Software: Validations in White Literature.

TG Erdogan, H Altunel, AK Tarhan - IWSM-Mensura, 2022 - ceur-ws.org
Abstract Context: Artificial Intelligence (AI)-based software has gained increasing interest,
especially in the last decade, due to advancements in underlying technologies and …

Leveraging user access patterns and advanced cyberinfrastructure to accelerate data delivery from shared-use scientific observatories

Y Qin, I Rodero, A Simonet, C Meertens… - Future Generation …, 2021 - Elsevier
With the growing number and increasing availability of shared-use instruments and
observatories, observational data is becoming an essential part of application workflows and …