Results 71 to 80 of about 2,664 (165)

Sensitivity Analysis: A Practical Guide to Teaching

Risk Analysis, Volume 46, Issue 5, May 2026.
ABSTRACT Sensitivity analysis is the process of attributing the variability of model outputs to uncertainties in input parameters and assumptions. Why is this technique important? Which methods and concepts should be prioritized in teaching it? And what instructional strategies are best suited to different audiences?
Stefano Tarantola, Ivana Aleksovska, Mariia Kozlova, Alessio Lachi, Samuele Lo Piano, Rossana Rosati, Andrea Saltelli   +6 more
wiley   +1 more source

Process‐Oriented Calibration of a Turbulence Scheme in the DOE's Global Storm‐Resolving Model Using Machine Learning

Geophysical Research Letters, Volume 53, Issue 8, 28 April 2026.
Abstract A process‐oriented calibration framework is developed for the Simplified Higher‐Order Closure (SHOC) turbulence scheme in DOE's Simple Cloud Resolving E3SM Atmospheric Model (SCREAM). This framework leverages machine learning surrogates and observational constraints to efficiently calibrate SHOC adjustable parameters across two convective ...
Yunyan Zhang, Tianning Su, Hewei Tang, Peter Bogenschutz, Stephen A. Klein, Charles Jackson, Peter Caldwell   +6 more
wiley   +1 more source

Hyperspectral Imagery for Assessing Laser-Induced Thermal State Change in Liver. [PDF]

Sensors (Basel), 2021
De Landro M, Espíritu García-Molina I, Barberio M, Felli E, Agnus V, Pizzicannella M, Diana M, Zappa E, Saccomandi P.   +8 more
europepmc   +1 more source

Lightfield hyperspectral imaging in neuro-oncology surgery: an IDEAL 0 and 1 study. [PDF]

Front Neurosci, 2023
MacCormac O, Noonan P, Janatka M, Horgan CC, Bahl A, Qiu J, Elliot M, Trotouin T, Jacobs J, Patel S, Bergholt MS, Ashkan K, Ourselin S, Ebner M, Vercauteren T, Shapey J.   +15 more
europepmc   +1 more source

Sentiment analysis of hotel online reviews using the BERT model and ERNIE model-Data from China. [PDF]

PLoS One, 2023
Wen Y, Liang Y, Zhu X.
europepmc   +1 more source

DSCA-PSPNet: Dynamic spatial-channel attention pyramid scene parsing network for sugarcane field segmentation in satellite imagery. [PDF]

Front Plant Sci, 2023
Yuan Y, Yang L, Chang K, Huang Y, Yang H, Wang J.   +5 more
europepmc   +1 more source

Incorporating Uncertainty in Machine Learning Models to Improve Early Detection of Flavescence Dorée: A Demonstration of Applicability. [PDF]

Sensors (Basel)
Nuzzi C, Saldi E, Negri I, Pasinetti S.
europepmc   +1 more source

Targeted multispectral filter array design for the optimization of endoscopic cancer detection in the gastrointestinal tract. [PDF]

J Biomed Opt
Taylor-Williams M, Tao R, Sawyer TW, Waterhouse DJ, Yoon J, Bohndiek SE.   +5 more
europepmc   +1 more source

Visualization of exhaled breath metabolites reveals distinct diagnostic signatures for acute cardiorespiratory breathlessness. [PDF]

Sci Transl Med, 2022
Ibrahim W, Wilde MJ, Cordell RL, Richardson M, Salman D, Free RC, Zhao B, Singapuri A, Hargadon B, Gaillard EA, Suzuki T, Ng LL, Coats T, Thomas P, Monks PS, Brightling CE, Greening NJ, Siddiqui S, EMBER Consortium, Munton R, Le Quesne J, Goodall AH, Pandya HC, Reynolds JC, Clokie MRJ, Samani NJ, Barer MR, Shaw JA.   +27 more
europepmc   +1 more source

Deep Learning Model Compression and Hardware Acceleration for High-Performance Foreign Material Detection on Poultry Meat Using NIR Hyperspectral Imaging. [PDF]

Sensors (Basel)
Khan Z, Yoon SC, Bhandarkar SM.
europepmc   +1 more source