Results 161 to 170 of about 695,838 (257)

Predicting Wind Turbine Blade Tip Deformation With Long Short‐Term Memory (LSTM) Models

open access: yesWind Energy, Volume 28, Issue 6, June 2025.
ABSTRACT Driven by the challenges in measuring blade deformations, this study presents a novel machine learning methodology to predict blade tip deformation using inflow wind data and operational parameters. Using a long short‐term memory (LSTM) model and a novel feature selection approach based on mutual information and recursive feature addition ...
Shubham Baisthakur, Breiffni Fitzgerald
wiley   +1 more source

Breaking the Complexity of Cancer Using Computational Transcriptomic Network Biology

open access: yesWIREs Computational Statistics, Volume 17, Issue 2, June 2025.
ABSTRACT While the landscapes of cancer mutations have been mostly clarified, in this study, we focused on the connective aggregates between mutations and phenotypes, named here as “gene transcriptomic networks,” aiming to survey computational network biology processes that have achieved significant results in cancer biology.
Heewon Park, Satoru Miyano
wiley   +1 more source

Lightning Prediction in the Tehran Region Using the WRF Model With Multiple Physical Parameterizations and an Ensemble Approach

open access: yesEarth and Space Science, Volume 12, Issue 6, June 2025.
Abstract This study aims to predict the lightning (thunderstorm) potential in the Tehran region using data from meteorological synoptic stations and the Earth Networks Total Lightning Network (ENTLN). We employed the Weather Research and Forecasting (WRF) model to simulate lightning, focusing on the innermost domain, which spans between 34.5 and 36.5°N,
Sakineh Khansalari, Maryam Gharaylou
wiley   +1 more source

Vortex reversal is a precursor of confined bacterial turbulence. [PDF]

open access: yesProc Natl Acad Sci U S A
Nishiguchi D   +3 more
europepmc   +1 more source

An Online Paleoclimate Data Assimilation With a Deep Learning‐Based Network

open access: yesJournal of Advances in Modeling Earth Systems, Volume 17, Issue 6, June 2025.
Abstract An online paleoclimate data assimilation (PDA) that utilizes climate forecasts from a deep learning‐based network (NET) along with assimilation of proxies to reconstruct surface air temperature, is investigated here. The NET is trained on ensemble simulations from the Community Earth System Model‐Last Millennium Ensemble.
Haohao Sun   +4 more
wiley   +1 more source

Time-lagged recurrence: A data-driven method to estimate the predictability of dynamical systems. [PDF]

open access: yesProc Natl Acad Sci U S A
Dong C   +4 more
europepmc   +1 more source

Tropical Cyclone Surface Winds From Aircraft With a Neural Network

open access: yesJournal of Geophysical Research: Machine Learning and Computation, Volume 2, Issue 2, June 2025.
Abstract Estimates of the surface wind field in a tropical cyclone (TC) are required in real time by operational forecast centers to warn the public about potential impacts to life and property. In‐situ aircraft data must be adjusted from flight level to surface using wind reductions (WRs) since the aircraft cannot fly too low due to safety concerns ...
Alexander J. DesRosiers   +5 more
wiley   +1 more source

Where octagonal geometry meets chaos: A new S-Box for advanced cryptographic systems. [PDF]

open access: yesPLoS One
Banga A   +5 more
europepmc   +1 more source

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