Characterization of best Chebyshev approximations with prescribed norm
Ross, Michael D, Belford, Geneva G
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We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source
A Physics-Informed Manifold Neural Operator Framework for Multi-Parameter Prediction of Polymer Aging in HTPB Solid Propellants. [PDF]
Liu S +5 more
europepmc +1 more source
On the existence and characterization of best nonlinear Tchebycheff approximations [PDF]
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Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai +6 more
wiley +1 more source
Multimodal machine learning for integrating heterogeneous analytical systems. [PDF]
Muroga S +4 more
europepmc +1 more source
Current Status and Challenges in Data Collection for Aerospace Coatings Deposited by Plasma Spraying
An innovative approach has been integrated into the GRENAT project to optimize plasma spraying and coating performance. Raw materials are accelerated and melted in the plasma generated by torches, creating coatings. Monitoring sensors collect process data which are combined with ex situ characterization data.
Lila Randriamananjara +8 more
wiley +1 more source
When Do Band Gap Calculations Agree with Experiments in Monolayer-Protected Cu<sub>14</sub> and Au<sub>20</sub> Atomically Precise Nanoclusters? A (TD)-DFT Comparison of HOMO-LUMO, Fundamental, Optical, and Electrochemical Energy Gaps. [PDF]
Elhajj S +6 more
europepmc +1 more source
A novel workflow for investigating hydride vapor phase epitaxy for GaN bulk crystal growth is proposed. It combines Design of experiments (DoE) with physical simulations of mass transport and crystal growth kinetics, serving as an intermediate step between DoE and experiments.
J. Tomkovič +7 more
wiley +1 more source
Measurement properties of the Sexual Risk Behaviors Scale (SRBS) in university students in Brazil. [PDF]
Dalmolin J +6 more
europepmc +1 more source

