Tomato leaf disease detection using convolutional neural networks

P Tm, A Pranathi, K SaiAshritha… - 2018 eleventh …, 2018 - ieeexplore.ieee.org
The tomato crop is an important staple in the Indian market with high commercial value and
is produced in large quantities. Diseases are detrimental to the plant's health which in turn …

Autonomous synthesis of thin film materials with pulsed laser deposition enabled by in situ spectroscopy and automation

SB Harris, A Biswas, SJ Yun, KM Roccapriore… - Small …, 2024 - Wiley Online Library
Autonomous systems that combine synthesis, characterization, and artificial intelligence can
greatly accelerate the discovery and optimization of materials, however platforms for growth …

Object proxy patterns for accelerating distributed applications

JG Pauloski, V Hayot-Sasson, L Ward… - … on Parallel and …, 2024 - ieeexplore.ieee.org
Workflow and serverless frameworks have empowered new approaches to distributed
application design by abstracting compute resources. However, their typically limited or one …

Accelerating time to science using cradle: A framework for materials data science

A Nihar, TG Ciardi, R Chawla, O Akanbi… - 2023 IEEE 30th …, 2023 - ieeexplore.ieee.org
Modern materials science research problems present a challenge to data science and
analytics as experiments generate Petabyte-scale spatiotemporal datasets that span a …

Enabling autonomous electron microscopy for networked computation and steering

A Al-Najjar, NSV Rao, R Sankaran… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Advanced electron microscopy workflows require an ecosystem of microscope instruments
and computing systems possibly located at different sites to conduct remotely steered and …

Mathematical synthesis of the cortical circulation for the whole mouse brain-part I. theory and image integration

A Linninger, G Hartung, S Badr, R Morley - Computers in biology and …, 2019 - Elsevier
Microcirculation plays a significant role in cerebral metabolism and blood flow control, yet
explaining and predicting functional mechanisms remains elusive because it is difficult to …

[PDF][PDF] Parsl: Scalable Parallel Scripting in Python.

YN Babuji, K Chard, IT Foster, DS Katz, M Wilde… - IWSG, 2018 - danielskatz.org
Computational and data-driven research practices have significantly changed over the past
decade to encompass new analysis models such as interactive and online computing …

Real-time reconstruction and visualisation towards dynamic feedback control during time-resolved tomography experiments at TOMCAT

JW Buurlage, F Marone, DM Pelt, WJ Palenstijn… - Scientific reports, 2019 - nature.com
Tomographic X-ray microscopy beamlines at synchrotron light sources worldwide have
pushed the achievable time-resolution for dynamic 3-dimensional structural investigations …

Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes

M Hidayetoğlu, T Bicer, SG De Gonzalo… - … Conference for High …, 2020 - ieeexplore.ieee.org
X-ray computed tomography is a commonly used technique for noninvasive imaging at
synchrotron facilities. Iterative tomographic reconstruction algorithms are often preferred for …

SciStream: Architecture and toolkit for data streaming between federated science instruments

J Chung, W Zacherek, AJ Wisniewski, Z Liu… - Proceedings of the 31st …, 2022 - dl.acm.org
Modern scientific instruments, such as detectors at synchrotron light sources, generate data
at such high rates that online processing is needed for data reduction, feature detection …