This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley +1 more source
Mid-IR standoff measurement of ageing-related spectroscopic changes in bitumen in the 6 µm (1700 cm<sup>-1</sup>) region. Part 2: Instrument development and results. [PDF]
Davis NM +6 more
europepmc +1 more source
Fast amplitude modulation up to 1.5 GHz of mid-IR free-space beams at room-temperature. [PDF]
Pirotta S +7 more
europepmc +1 more source
A machine learning‐guided self‐driving laboratory screened over 500 nickel‐based layered double‐hydroxide catalysts for alkaline oxygen evolution. Out of the eight metals, the robot uncovered a quaternary Ni–Fe–Cr–Co catalysts requiring only 231 mV overpotential to reach 20 mA cm−2.
Nis Fisker‐Bødker +3 more
wiley +1 more source
Dual-tube MEMS-based spectrophone for sub-ppb mid-IR photoacoustic gas detection. [PDF]
Dello Russo S +9 more
europepmc +1 more source
Quantitative analysis of doxorubicin hydrochloride and arterolane maleate by mid IR spectroscopy using transmission and reflectance modes. [PDF]
Bansal R, Singh R, Kaur K.
europepmc +1 more source
ABSTRACT Excessive water production in mature oil fields necessitates robust shut‐off treatments, yet conventional polymer gels often fail under high‐temperature and high‐salinity conditions. This study aims to enhance gel thermal stability and mechanical strength by incorporating selenium‐doped Ag/AgO–ZnO nanocomposites synthesized via a novel green ...
Fadhil F. Sead +8 more
wiley +1 more source
Mid-IR standoff measurement of ageing-related spectroscopic changes in bitumen in the 6 µm (1700 cm<sup>-1</sup>) region. Part 1: Measurement strategy and instrument design principles. [PDF]
Hodgkinson J +6 more
europepmc +1 more source
ABSTRACT Metal‐CO2 batteries have recently emerged as an intriguing class of energy storage and conversion devices that simultaneously utilize and manage carbon dioxide. Originating from studies of CO2 contamination in metal‐air batteries, these systems have evolved into a distinct research direction, offering insights into CO2 electrochemistry and its
Sungmin Choi, Sooyeon Seok, Changmin Kim
wiley +1 more source
Novel insights into nanoscale surface displacement detection in polystyrene thin films using photothermal mirror- and atomic force microscopy-mid-IR spectroscopy. [PDF]
Yilmaz U +6 more
europepmc +1 more source

