Deep Learning Improves Robustness of Voxelwise Kinetic Modeling for Hyperpolarized Carbon‐13 MRI
ABSTRACT Purpose To evaluate whether deep learning improves the robustness of voxelwise kinetic parameter estimation from hyperpolarized (HP) 13C MRI compared with nonlinear least‐squares (NLLS) fitting. Methods A hybrid neural network (NN) was trained on synthetic pyruvate/lactate time courses generated from an open‐system two‐compartment HP 13C ...
Kofi Deh +5 more
wiley +1 more source
A continuous confinement-deconfinement transition in a triangular quantum magnet. [PDF]
Hosoi S +15 more
europepmc +1 more source
Entering the Era of Directly Supporting Society With Observation‐Based Ocean Acidification Data
Abstract Ocean acidification is a growing concern for many nations around the world. However, our capacity to monitor changes in carbonate chemistry with sufficient spatial and temporal resolution, has until now, been limited, which has impeded effective action and decision‐making at international, national, and regional levels.
Helen S. Findlay +11 more
wiley +1 more source
Spin excitation continuum from degenerate states in the mixed ferro-antiferromagnetic exchange system CeMgAl<sub>11</sub>O<sub>19</sub>. [PDF]
Gao B +22 more
europepmc +1 more source
Building a Continental‐Scale Geodetic Network: The Plate Boundary Observatory (PBO)
Abstract The Plate Boundary Observatory (PBO) transformed the use of geodesy in North America to study crustal deformation and plate boundary processes by establishing a continental‐scale, standardized, open‐access geodetic network. Built and operated by UNAVCO between 2003 and 2018 as part of the National Science Foundation (NSF)‐funded EarthScope ...
Emily E. Zawacki +5 more
wiley +1 more source
Real-Time Simulation of Low-Energy Quantum Scattering with Quantum Circuits. [PDF]
Courtney JM, Stancil PC.
europepmc +1 more source
Abstract The rise of quantitative geosciences approaches and accessible computer science tools have led to increasing overlap and opportunity at the boundaries of both fields. The need for both research innovation and student cross‐training has motivated new, interdisciplinary Computer Science‐Geoscience collaborations.
Elizabeth Hajek +2 more
wiley +1 more source
Low-Energy Ti Ion Irradiation-Induced Modifications in CuO Nanowires: Experimental Measurements and Computational Simulations with a 3D Monte Carlo Code. [PDF]
Yu J, Hu Y, Liao B, Zhang X.
europepmc +1 more source
GRAIN: Mapping the World's Irrigation Canals and Why It Matters for Water, Food, and Climate
Abstract The engineered channels that carry water from large dams and rivers to agricultural fields, known as irrigation canals, are the link between source (lakes and reservoirs) and sink (farmlands). These canals make cultivation of crops possible across millions of hectares of land.
Sarath Suresh +3 more
wiley +1 more source
Meteor over New York City: Brines in a primitive CM asteroid. [PDF]
Jenniskens P +46 more
europepmc +1 more source

