GA‐optimized LSTM for full stress–strain curve prediction of high‐performance cementitious materials. Compression‐test data are preprocessed (cleaning, normalization, interpolation/standardization, and Savitzky–Golay smoothing). A Genetic Algorithm tunes LSTM hyperparameters, while a physics‐informed loss enforces stiffness, peak response ( σ max ...
Mahmoud AlJamal +7 more
wiley +1 more source
Near-Frustration-Free Electronic Structure Hamiltonian Representations and Lower-Bound Certificates. [PDF]
Rubin NC, Low GH, DePrince Iii AE.
europepmc +1 more source
This study uses response surface methodology to optimize Jojoba biodiesel blended with BaTiO3 nanoparticles in a single‐cylinder diesel engine. Results show that ~48.95–51.31 ppm of BaTiO3 achieves balanced performance and emission, decreasing CO and NOx while increasing torque and brake thermal efficiency.
Arif Savaş +4 more
wiley +1 more source
Eigenweights for arithmetic Hirzebruch Proportionality. [PDF]
Feng T.
europepmc +1 more source
Nonparametric Regression for Cost‐Effectiveness Analyses With Observational Data—A Tutorial
ABSTRACT Healthcare decision‐making often requires selecting among multiple treatment options under budget constraints, particularly when one option is more effective but also more costly. Cost‐effectiveness analysis (CEA) provides a framework for evaluating whether the health benefits of a treatment justify its additional costs.
Jonas Esser +3 more
wiley +1 more source
A symbolic dataset for large language models to solve second kind Fredholm integral equations. [PDF]
Dana Mazraeh H +3 more
europepmc +1 more source
Antiferroelectric Phase Transitions Under Electric Fields: A Review of Physics and Applications
Field‐induced phase transitions in antiferroelectric materials, driven by electric field, temperature, or stress, enable diverse applications including energy storage, electrocaloric cooling, and negative capacitance. These transitions are regulated through compositional design, strain engineering, heterostructure, and size effect, providing a unified ...
Dingxin Wang +7 more
wiley +1 more source
Capturing infant and child growth dynamics with P-splines mixed effects models. [PDF]
Hernandez MA +5 more
europepmc +1 more source
Food prices, inflation expectations, and consumer sentiment
Abstract Food prices are among the most visible indicators of inflation, playing an important role in shaping how Americans perceive the economy. This study examines the relationship between food prices, inflation expectations, and consumer sentiment.
Rundong Peng, David L. Ortega
wiley +1 more source
Model-free predictive control for PMSM based on a nonlinear autoregressive exogenous model and an adaptive recursive least squares algorithm. [PDF]
Shi X.
europepmc +1 more source

